From 8fcd33b2100606efd0174e0d8f536d44486b35a8 Mon Sep 17 00:00:00 2001
From: Marcus Hof <13001502+MarconLP@users.noreply.github.com>
Date: Mon, 21 Oct 2024 22:44:19 +0200
Subject: [PATCH 01/14] feat(cdp): add microsoft teams template (#25652)

Co-authored-by: github-actions <41898282+github-actions[bot]@users.noreply.github.com>
---
 frontend/public/services/microsoft-teams.png  | Bin 0 -> 9929 bytes
 posthog/cdp/templates/__init__.py             |   2 +
 .../template_microsoft_teams.py               |  83 ++++++++++++++++++
 .../test_template_microsoft_teams.py          |  74 ++++++++++++++++
 4 files changed, 159 insertions(+)
 create mode 100644 frontend/public/services/microsoft-teams.png
 create mode 100644 posthog/cdp/templates/microsoft_teams/template_microsoft_teams.py
 create mode 100644 posthog/cdp/templates/microsoft_teams/test_template_microsoft_teams.py

diff --git a/frontend/public/services/microsoft-teams.png b/frontend/public/services/microsoft-teams.png
new file mode 100644
index 0000000000000000000000000000000000000000..8c06355885650f683fce3cef6d973a138219325e
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literal 0
HcmV?d00001

diff --git a/posthog/cdp/templates/__init__.py b/posthog/cdp/templates/__init__.py
index 30a7ca761f8c6..d4ed9189111ff 100644
--- a/posthog/cdp/templates/__init__.py
+++ b/posthog/cdp/templates/__init__.py
@@ -28,6 +28,7 @@
 from .activecampaign.template_activecampaign import template as activecampaign
 from .google_ads.template_google_ads import template as google_ads
 from .attio.template_attio import template as attio
+from .microsoft_teams.template_microsoft_teams import template as microsoft_teams
 from .klaviyo.template_klaviyo import template_user as klaviyo_user, template_event as klaviyo_event
 from .google_cloud_storage.template_google_cloud_storage import (
     template as google_cloud_storage,
@@ -62,6 +63,7 @@
     mailjet_create_contact,
     mailjet_update_contact_list,
     meta_ads,
+    microsoft_teams,
     posthog,
     rudderstack,
     salesforce_create,
diff --git a/posthog/cdp/templates/microsoft_teams/template_microsoft_teams.py b/posthog/cdp/templates/microsoft_teams/template_microsoft_teams.py
new file mode 100644
index 0000000000000..da8a1506f9d61
--- /dev/null
+++ b/posthog/cdp/templates/microsoft_teams/template_microsoft_teams.py
@@ -0,0 +1,83 @@
+from posthog.cdp.templates.hog_function_template import HogFunctionTemplate, HogFunctionSubTemplate, SUB_TEMPLATE_COMMON
+
+template: HogFunctionTemplate = HogFunctionTemplate(
+    status="free",
+    id="template-microsoft-teams",
+    name="Microsoft Teams",
+    description="Sends a message to a Microsoft Teams channel",
+    icon_url="/static/services/microsoft-teams.png",
+    category=["Customer Success"],
+    hog="""
+if (not match(inputs.webhookUrl, '^https://[^/]+.logic.azure.com:443/workflows/[^/]+/triggers/manual/paths/invoke?.*')) {
+    throw Error('Invalid URL. The URL should match the format: https://<region>.logic.azure.com:443/workflows/<workflowId>/triggers/manual/paths/invoke?...')
+}
+
+let res := fetch(inputs.webhookUrl, {
+    'body': {
+        'type': 'message',
+        'attachments': [
+            {
+                'contentType': 'application/vnd.microsoft.card.adaptive',
+                'contentUrl': null,
+                'content': {
+                    '$schema': 'http://adaptivecards.io/schemas/adaptive-card.json',
+                    'type': 'AdaptiveCard',
+                    'version': '1.2',
+                    'body': [
+                        {
+                            'type': 'TextBlock',
+                            'text': inputs.text
+                        }
+                    ]
+                }
+            }
+        ]
+    },
+    'method': 'POST',
+    'headers': {
+        'Content-Type': 'application/json'
+    }
+});
+
+if (res.status >= 400) {
+    throw Error(f'Failed to post message to Microsoft Teams: {res.status}: {res.body}');
+}
+""".strip(),
+    inputs_schema=[
+        {
+            "key": "webhookUrl",
+            "type": "string",
+            "label": "Webhook URL",
+            "description": "See this page on how to generate a Webhook URL: https://learn.microsoft.com/en-us/microsoftteams/platform/webhooks-and-connectors/how-to/add-incoming-webhook?tabs=newteams%2Cdotnet#create-an-incoming-webhook",
+            "secret": False,
+            "required": True,
+        },
+        {
+            "key": "text",
+            "type": "string",
+            "label": "Text",
+            "description": "(see https://learn.microsoft.com/en-us/microsoftteams/platform/webhooks-and-connectors/how-to/add-incoming-webhook?tabs=newteams%2Cdotnet#example)",
+            "default": "**{person.name}** triggered event: '{event.event}'",
+            "secret": False,
+            "required": True,
+        },
+    ],
+    sub_templates=[
+        HogFunctionSubTemplate(
+            id="early_access_feature_enrollment",
+            name="Post to Microsoft Teams on feature enrollment",
+            description="Posts a message to Microsoft Teams when a user enrolls or un-enrolls in an early access feature",
+            filters=SUB_TEMPLATE_COMMON["early_access_feature_enrollment"].filters,
+            inputs={
+                "text": "**{person.name}** {event.properties.$feature_enrollment ? 'enrolled in' : 'un-enrolled from'} the early access feature for '{event.properties.$feature_flag}'"
+            },
+        ),
+        HogFunctionSubTemplate(
+            id="survey_response",
+            name="Post to Microsoft Teams on survey response",
+            description="Posts a message to Microsoft Teams when a user responds to a survey",
+            filters=SUB_TEMPLATE_COMMON["survey_response"].filters,
+            inputs={"text": "**{person.name}** responded to survey **{event.properties.$survey_name}**"},
+        ),
+    ],
+)
diff --git a/posthog/cdp/templates/microsoft_teams/test_template_microsoft_teams.py b/posthog/cdp/templates/microsoft_teams/test_template_microsoft_teams.py
new file mode 100644
index 0000000000000..737f9d1722047
--- /dev/null
+++ b/posthog/cdp/templates/microsoft_teams/test_template_microsoft_teams.py
@@ -0,0 +1,74 @@
+import pytest
+from inline_snapshot import snapshot
+from posthog.cdp.templates.helpers import BaseHogFunctionTemplateTest
+from posthog.cdp.templates.microsoft_teams.template_microsoft_teams import template as template_microsoft_teams
+
+
+class TestTemplateMicrosoftTeams(BaseHogFunctionTemplateTest):
+    template = template_microsoft_teams
+
+    def _inputs(self, **kwargs):
+        inputs = {
+            "webhookUrl": "https://prod-180.westus.logic.azure.com:443/workflows/abc/triggers/manual/paths/invoke?api-version=2016-06-01",
+            "text": "**max@posthog.com** triggered event: '$pageview'",
+        }
+        inputs.update(kwargs)
+        return inputs
+
+    def test_function_works(self):
+        self.run_function(inputs=self._inputs())
+
+        assert self.get_mock_fetch_calls()[0] == snapshot(
+            (
+                "https://prod-180.westus.logic.azure.com:443/workflows/abc/triggers/manual/paths/invoke?api-version=2016-06-01",
+                {
+                    "method": "POST",
+                    "headers": {
+                        "Content-Type": "application/json",
+                    },
+                    "body": {
+                        "type": "message",
+                        "attachments": [
+                            {
+                                "contentType": "application/vnd.microsoft.card.adaptive",
+                                "contentUrl": None,
+                                "content": {
+                                    "$schema": "http://adaptivecards.io/schemas/adaptive-card.json",
+                                    "type": "AdaptiveCard",
+                                    "version": "1.2",
+                                    "body": [
+                                        {
+                                            "type": "TextBlock",
+                                            "text": "**max@posthog.com** triggered event: '$pageview'",
+                                        }
+                                    ],
+                                },
+                            }
+                        ],
+                    },
+                },
+            )
+        )
+
+    def test_only_allow_teams_url(self):
+        for url, allowed in [
+            [
+                "https://prod-180.westus.logic.azure.com:443/workflows/abc/triggers/manual/paths/invoke?api-version=2016-06-01",
+                True,
+            ],
+            ["https://webhook.site/def", False],
+            [
+                "https://webhook.site/def#https://prod-180.westus.logic.azure.com:443/workflows/abc/triggers/manual/paths/invoke?api-version=2016-06-01",
+                False,
+            ],
+        ]:
+            if allowed:
+                self.run_function(inputs=self._inputs(webhookUrl=url))
+                assert len(self.get_mock_fetch_calls()) == 1
+            else:
+                with pytest.raises(Exception) as e:
+                    self.run_function(inputs=self._inputs(webhookUrl=url))
+                assert (
+                    e.value.message  # type: ignore[attr-defined]
+                    == "Invalid URL. The URL should match the format: https://<region>.logic.azure.com:443/workflows/<workflowId>/triggers/manual/paths/invoke?..."
+                )

From c3b0cb21f5e69f974e692d62c136de5b6004b9f5 Mon Sep 17 00:00:00 2001
From: Paul D'Ambra <paul@posthog.com>
Date: Tue, 22 Oct 2024 10:38:58 +0200
Subject: [PATCH 02/14] feat: watch next and sort different (#25701)

Co-authored-by: github-actions <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: Michael Matloka <dev@twixes.com>
---
 ...t_session_recording_list_from_filters.ambr | 151 ++++---
 .../components-playlist--default--dark.png    | Bin 18423 -> 18414 bytes
 .../components-playlist--default--light.png   | Bin 18004 -> 17977 bytes
 ...ents-playlist--multiple-sections--dark.png | Bin 14300 -> 14296 bytes
 ...nts-playlist--multiple-sections--light.png | Bin 13993 -> 13980 bytes
 ...components-playlist--with-footer--dark.png | Bin 18423 -> 18414 bytes
 ...omponents-playlist--with-footer--light.png | Bin 18004 -> 17977 bytes
 ...er--trends-line-insight-detailed--dark.png | Bin 21655 -> 21701 bytes
 ...r--trends-line-insight-detailed--light.png | Bin 21344 -> 21385 bytes
 ...r-failure--recent-recordings-404--dark.png | Bin 102908 -> 104250 bytes
 ...-failure--recent-recordings-404--light.png | Bin 106269 -> 107721 bytes
 ...layer-success--recent-recordings--dark.png | Bin 55364 -> 57176 bytes
 ...ayer-success--recent-recordings--light.png | Bin 55379 -> 57238 bytes
 ...uccess--second-recording-in-list--dark.png | Bin 55303 -> 57100 bytes
 ...ccess--second-recording-in-list--light.png | Bin 55361 -> 57206 bytes
 ...s-app-errortracking--group-page--light.png | Bin 106113 -> 106113 bytes
 ...p-notebooks--recordings-playlist--dark.png | Bin 41252 -> 44264 bytes
 ...-notebooks--recordings-playlist--light.png | Bin 41622 -> 44543 bytes
 .../components/CompactList/CompactList.tsx    |   4 +-
 .../src/lib/components/Playlist/Playlist.tsx  |  80 ++--
 frontend/src/lib/constants.tsx                |   1 -
 frontend/src/queries/schema.json              |   8 +
 frontend/src/queries/schema.ts                |   1 +
 .../project-homepage/ProjectHomepage.tsx      |   4 +-
 ...ecentRecordings.tsx => WatchNextPanel.tsx} |  31 +-
 .../filters/OrderingFilters.tsx               |  38 --
 .../filters/RecordingsUniversalFilters.tsx    |  55 ---
 .../playlist/SessionRecordingPreview.tsx      |  13 +-
 .../playlist/SessionRecordingsPlaylist.tsx    |  81 +++-
 .../sessionRecordingsPlaylistLogic.test.ts    |  84 ++--
 .../sessionRecordingsPlaylistLogic.ts         |  71 +---
 .../tiles/WebAnalyticsRecordings.tsx          |   2 +-
 frontend/src/types.ts                         |   6 +
 posthog/schema.py                             |   3 +
 .../models/session_recording.py               |   2 +
 .../session_recording_list_from_filters.py    |   9 +-
 ...t_session_recording_list_from_filters.ambr | 399 ++++++++++++------
 ...est_session_recording_list_from_filters.py |   6 +
 .../session_recording_api.py                  |   8 +-
 .../test_session_recordings.ambr              |  40 ++
 .../test/test_session_recordings.py           |   2 +
 41 files changed, 674 insertions(+), 425 deletions(-)
 rename frontend/src/scenes/project-homepage/{RecentRecordings.tsx => WatchNextPanel.tsx} (76%)
 delete mode 100644 frontend/src/scenes/session-recordings/filters/OrderingFilters.tsx

diff --git a/ee/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr b/ee/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr
index 2a88759e116ee..c21b2882da6ed 100644
--- a/ee/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr
+++ b/ee/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr
@@ -16,12 +16,13 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, %(hogql_val_3)s)), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, %(hogql_val_3)s)), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff(%(hogql_val_4)s, start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
-  WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_4)s), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_5)s), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_6)s), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
+  WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_5)s), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_6)s), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_7)s), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                                                       (SELECT events.`$session_id` AS session_id
                                                                                                                                                                                                                                                                                                                                                                                                                                                        FROM events
-                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_7)s), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_8)s), now64(6, %(hogql_val_9)s)), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_10)s), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_11)s), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(equals(nullIf(nullIf(mat_pp_rgInternal, ''), 'null'), %(hogql_val_12)s), 0))
+                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_8)s), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_9)s), now64(6, %(hogql_val_10)s)), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_11)s), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_12)s), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(equals(nullIf(nullIf(mat_pp_rgInternal, ''), 'null'), %(hogql_val_13)s), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                                                        GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                                                        HAVING 1)))
   GROUP BY s.session_id
@@ -47,9 +48,10 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, %(hogql_val_3)s)), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, %(hogql_val_3)s)), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff(%(hogql_val_4)s, start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
-  WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_4)s), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_5)s), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_6)s), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
+  WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_5)s), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_6)s), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_7)s), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                                                       (SELECT events.`$session_id` AS session_id
                                                                                                                                                                                                                                                                                                                                                                                                                                                        FROM events
                                                                                                                                                                                                                                                                                                                                                                                                                                                        LEFT OUTER JOIN
@@ -59,12 +61,12 @@
                                                                                                                                                                                                                                                                                                                                                                                                                                                           GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                                                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                                                        LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_7)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___rgInternal, person.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_8)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___rgInternal, person.id AS id
                                                                                                                                                                                                                                                                                                                                                                                                                                                           FROM person
                                                                                                                                                                                                                                                                                                                                                                                                                                                           WHERE equals(person.team_id, 2)
                                                                                                                                                                                                                                                                                                                                                                                                                                                           GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_8)s), person.version), plus(now64(6, %(hogql_val_9)s), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
-                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_10)s), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_11)s), now64(6, %(hogql_val_12)s)), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_13)s), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_14)s), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(equals(events__person.properties___rgInternal, %(hogql_val_15)s), 0))
+                                                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_9)s), person.version), plus(now64(6, %(hogql_val_10)s), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_11)s), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_12)s), now64(6, %(hogql_val_13)s)), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_14)s), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_15)s), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(equals(events__person.properties___rgInternal, %(hogql_val_16)s), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                                                        GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                                                        HAVING 1)))
   GROUP BY s.session_id
@@ -90,9 +92,10 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, %(hogql_val_3)s)), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, %(hogql_val_3)s)), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff(%(hogql_val_4)s, start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
-  WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_4)s), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_5)s), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_6)s), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
+  WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_5)s), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_6)s), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_7)s), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                                                       (SELECT events.`$session_id` AS session_id
                                                                                                                                                                                                                                                                                                                                                                                                                                                        FROM events
                                                                                                                                                                                                                                                                                                                                                                                                                                                        LEFT OUTER JOIN
@@ -102,12 +105,12 @@
                                                                                                                                                                                                                                                                                                                                                                                                                                                           GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                                                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                                                        LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_7)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___rgInternal, person.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_8)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___rgInternal, person.id AS id
                                                                                                                                                                                                                                                                                                                                                                                                                                                           FROM person
                                                                                                                                                                                                                                                                                                                                                                                                                                                           WHERE equals(person.team_id, 2)
                                                                                                                                                                                                                                                                                                                                                                                                                                                           GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_8)s), person.version), plus(now64(6, %(hogql_val_9)s), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
-                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_10)s), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_11)s), now64(6, %(hogql_val_12)s)), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_13)s), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_14)s), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(equals(events__person.properties___rgInternal, %(hogql_val_15)s), 0))
+                                                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_9)s), person.version), plus(now64(6, %(hogql_val_10)s), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_11)s), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_12)s), now64(6, %(hogql_val_13)s)), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_14)s), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_15)s), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(equals(events__person.properties___rgInternal, %(hogql_val_16)s), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                                                        GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                                                        HAVING 1)))
   GROUP BY s.session_id
@@ -133,12 +136,13 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, %(hogql_val_3)s)), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, %(hogql_val_3)s)), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff(%(hogql_val_4)s, start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
-  WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_4)s), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_5)s), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_6)s), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
+  WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_5)s), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_6)s), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_7)s), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                                                       (SELECT events.`$session_id` AS session_id
                                                                                                                                                                                                                                                                                                                                                                                                                                                        FROM events
-                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_7)s), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_8)s), now64(6, %(hogql_val_9)s)), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_10)s), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_11)s), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(equals(nullIf(nullIf(mat_pp_rgInternal, ''), 'null'), %(hogql_val_12)s), 0))
+                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_8)s), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_9)s), now64(6, %(hogql_val_10)s)), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_11)s), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_12)s), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(equals(nullIf(nullIf(mat_pp_rgInternal, ''), 'null'), %(hogql_val_13)s), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                                                        GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                                                        HAVING 1)))
   GROUP BY s.session_id
@@ -164,12 +168,13 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, %(hogql_val_3)s)), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, %(hogql_val_3)s)), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff(%(hogql_val_4)s, start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
-  WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_4)s), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_5)s), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_6)s), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
+  WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_5)s), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_6)s), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, %(hogql_val_7)s), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                                                       (SELECT events.`$session_id` AS session_id
                                                                                                                                                                                                                                                                                                                                                                                                                                                        FROM events
-                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_7)s), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_8)s), now64(6, %(hogql_val_9)s)), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_10)s), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_11)s), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(equals(nullIf(nullIf(mat_pp_rgInternal, ''), 'null'), %(hogql_val_12)s), 0))
+                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_8)s), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_9)s), now64(6, %(hogql_val_10)s)), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_11)s), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_12)s), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(equals(nullIf(nullIf(mat_pp_rgInternal, ''), 'null'), %(hogql_val_13)s), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                                                        GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                                                        HAVING 1)))
   GROUP BY s.session_id
@@ -195,7 +200,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -228,7 +234,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -266,7 +273,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -299,7 +307,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -337,7 +346,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -370,7 +380,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -408,7 +419,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -441,7 +453,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -479,7 +492,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -512,7 +526,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -565,7 +580,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -598,7 +614,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -651,7 +668,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -684,7 +702,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -737,7 +756,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -770,7 +790,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -823,7 +844,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -856,7 +878,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -894,7 +917,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -927,7 +951,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -965,7 +990,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -998,7 +1024,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -1036,7 +1063,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -1069,7 +1097,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -1107,7 +1136,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                    (SELECT DISTINCT events.`$session_id` AS `$session_id`
@@ -1143,7 +1173,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                    (SELECT DISTINCT events.`$session_id` AS `$session_id`
@@ -1179,7 +1210,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                    (SELECT DISTINCT events.`$session_id` AS `$session_id`
@@ -1215,7 +1247,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                    (SELECT DISTINCT events.`$session_id` AS `$session_id`
@@ -1251,7 +1284,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                    (SELECT DISTINCT events.`$session_id` AS `$session_id`
@@ -1293,7 +1327,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                    (SELECT DISTINCT events.`$session_id` AS `$session_id`
@@ -1335,7 +1370,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                    (SELECT DISTINCT events.`$session_id` AS `$session_id`
@@ -1377,7 +1413,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                    (SELECT DISTINCT events.`$session_id` AS `$session_id`
@@ -1419,7 +1456,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                    (SELECT DISTINCT events.`$session_id` AS `$session_id`
@@ -1461,7 +1499,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                    (SELECT DISTINCT events.`$session_id` AS `$session_id`
@@ -1503,7 +1542,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                    (SELECT DISTINCT events.`$session_id` AS `$session_id`
@@ -1545,7 +1585,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                    (SELECT DISTINCT events.`$session_id` AS `$session_id`
diff --git a/frontend/__snapshots__/components-playlist--default--dark.png b/frontend/__snapshots__/components-playlist--default--dark.png
index 78a17bfdf2b8b92a434ea09bc9fe1324a0fc2d8c..468e9713658778f35b46d6b68a12ab067821e463 100644
GIT binary patch
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diff --git a/frontend/src/lib/components/CompactList/CompactList.tsx b/frontend/src/lib/components/CompactList/CompactList.tsx
index 3d66e898e185f..52f831c034a87 100644
--- a/frontend/src/lib/components/CompactList/CompactList.tsx
+++ b/frontend/src/lib/components/CompactList/CompactList.tsx
@@ -10,7 +10,7 @@ import { themeLogic } from '~/layout/navigation-3000/themeLogic'
 import { EmptyMessage, EmptyMessageProps } from '../EmptyMessage/EmptyMessage'
 
 interface CompactListProps {
-    title: string
+    title: string | JSX.Element
     viewAllURL?: string
     loading: boolean
     items: any[]
@@ -34,7 +34,7 @@ export function CompactList({
             style={theme?.boxStyle}
         >
             <div className="CompactList__header">
-                <h3 className="px-2 truncate" title={title}>
+                <h3 className="px-2 truncate" title={typeof title === 'string' ? title : undefined}>
                     {title}
                 </h3>
                 {viewAllURL && <LemonButton to={viewAllURL}>View all</LemonButton>}
diff --git a/frontend/src/lib/components/Playlist/Playlist.tsx b/frontend/src/lib/components/Playlist/Playlist.tsx
index d7cc5ba845b4e..3d720f1f146e2 100644
--- a/frontend/src/lib/components/Playlist/Playlist.tsx
+++ b/frontend/src/lib/components/Playlist/Playlist.tsx
@@ -44,6 +44,7 @@ export type PlaylistProps<T> = {
     onChangeSections?: (activeKeys: string[]) => void
     'data-attr'?: string
     activeItemId?: string
+    controls?: JSX.Element | null
 }
 
 const CounterBadge = ({ children }: { children: React.ReactNode }): JSX.Element => (
@@ -70,6 +71,7 @@ export function Playlist<
     onSelect,
     onChangeSections,
     'data-attr': dataAttr,
+    controls,
 }: PlaylistProps<T>): JSX.Element {
     const [controlledActiveItemId, setControlledActiveItemId] = useState<T['id'] | null>(
         selectInitialItem && sections[0].items[0] ? sections[0].items[0].id : null
@@ -115,6 +117,7 @@ export function Playlist<
                         setActiveItemId={onChangeActiveItem}
                         onChangeSections={onChangeSections}
                         emptyState={listEmptyState}
+                        controls={controls}
                     />
                 )}
                 <Resizer
@@ -154,6 +157,7 @@ function List<
     onScrollListEdge,
     loading,
     emptyState,
+    controls,
 }: {
     title: PlaylistProps<T>['title']
     notebooksHref: PlaylistProps<T>['notebooksHref']
@@ -166,6 +170,7 @@ function List<
     onScrollListEdge: PlaylistProps<T>['onScrollListEdge']
     loading: PlaylistProps<T>['loading']
     emptyState: PlaylistProps<T>['listEmptyState']
+    controls?: JSX.Element | null
 }): JSX.Element {
     const [activeHeaderActionKey, setActiveHeaderActionKey] = useState<string | null>(null)
     const lastScrollPositionRef = useRef(0)
@@ -203,42 +208,49 @@ function List<
     return (
         <div className="flex flex-col w-full bg-bg-light overflow-hidden border-r h-full">
             <DraggableToNotebook href={notebooksHref}>
-                <div className="shrink-0 relative flex justify-between items-center p-1 gap-1 whitespace-nowrap border-b">
-                    <LemonButton size="small" icon={<IconCollapse className="rotate-90" />} onClick={onClickCollapse} />
-                    <span className="py-1 flex flex-1 gap-2">
-                        {title ? (
-                            <span className="font-bold uppercase text-xs my-1 tracking-wide flex gap-1 items-center">
-                                {title}
-                            </span>
-                        ) : null}
-                        <Tooltip
-                            placement="bottom"
-                            title={
-                                <>
-                                    Showing {itemsCount} results.
-                                    <br />
-                                    Scrolling to the bottom or the top of the list will load older or newer results
-                                    respectively.
-                                </>
-                            }
-                        >
-                            <span>
-                                <CounterBadge>{Math.min(999, itemsCount)}+</CounterBadge>
-                            </span>
-                        </Tooltip>
-                    </span>
-                    {headerActions.map(({ key, icon, tooltip, children }) => (
+                <div className="flex flex-col gap-1">
+                    <div className="shrink-0 relative flex justify-between items-center p-1 gap-1 whitespace-nowrap border-b">
                         <LemonButton
-                            key={key}
-                            icon={icon}
-                            tooltip={tooltip}
                             size="small"
-                            active={activeHeaderActionKey === key}
-                            onClick={() => setActiveHeaderActionKey(activeHeaderActionKey === key ? null : key)}
-                        >
-                            {children}
-                        </LemonButton>
-                    ))}
+                            icon={<IconCollapse className="rotate-90" />}
+                            onClick={onClickCollapse}
+                        />
+                        <span className="py-1 flex flex-1 gap-2">
+                            {title ? (
+                                <span className="font-bold uppercase text-xs my-1 tracking-wide flex gap-1 items-center">
+                                    {title}
+                                </span>
+                            ) : null}
+                            <Tooltip
+                                placement="bottom"
+                                title={
+                                    <>
+                                        Showing {itemsCount} results.
+                                        <br />
+                                        Scrolling to the bottom or the top of the list will load older or newer results
+                                        respectively.
+                                    </>
+                                }
+                            >
+                                <span>
+                                    <CounterBadge>{Math.min(999, itemsCount)}+</CounterBadge>
+                                </span>
+                            </Tooltip>
+                        </span>
+                        {headerActions.map(({ key, icon, tooltip, children }) => (
+                            <LemonButton
+                                key={key}
+                                icon={icon}
+                                tooltip={tooltip}
+                                size="small"
+                                active={activeHeaderActionKey === key}
+                                onClick={() => setActiveHeaderActionKey(activeHeaderActionKey === key ? null : key)}
+                            >
+                                {children}
+                            </LemonButton>
+                        ))}
+                    </div>
+                    {controls ? <div className="w-full border-b">{controls}</div> : null}
                     <LemonTableLoader loading={loading} />
                 </div>
             </DraggableToNotebook>
diff --git a/frontend/src/lib/constants.tsx b/frontend/src/lib/constants.tsx
index 36db4c50cdc65..cb2a0ba0d42e7 100644
--- a/frontend/src/lib/constants.tsx
+++ b/frontend/src/lib/constants.tsx
@@ -215,7 +215,6 @@ export const FEATURE_FLAGS = {
     INSIGHT_VARIABLES: 'insight_variables', // owner: @Gilbert09 #team-data-warehouse
     WEB_EXPERIMENTS: 'web-experiments', // owner: @team-feature-success
     BIGQUERY_DWH: 'bigquery-dwh', // owner: @Gilbert09 #team-data-warehouse
-    REPLAY_DEFAULT_SORT_ORDER_EXPERIMENT: 'replay-order-by-experiment', // owner: #team-replay
     ENVIRONMENTS: 'environments', // owner: @Twixes #team-product-analytics
     BILLING_PAYMENT_ENTRY_IN_APP: 'billing-payment-entry-in-app', // owner: @zach
     LEGACY_ACTION_WEBHOOKS: 'legacy-action-webhooks', // owner: @mariusandra #team-cdp
diff --git a/frontend/src/queries/schema.json b/frontend/src/queries/schema.json
index a9dc7be1bf476..17b6c0f9d0ee7 100644
--- a/frontend/src/queries/schema.json
+++ b/frontend/src/queries/schema.json
@@ -10260,6 +10260,10 @@
                         {
                             "const": "mouse_activity_count",
                             "type": "string"
+                        },
+                        {
+                            "const": "activity_score",
+                            "type": "string"
                         }
                     ]
                 },
@@ -10833,6 +10837,10 @@
                 "active_seconds": {
                     "type": "number"
                 },
+                "activity_score": {
+                    "description": "calculated on the backend so that we can sort by it, definition may change over time",
+                    "type": "number"
+                },
                 "click_count": {
                     "type": "number"
                 },
diff --git a/frontend/src/queries/schema.ts b/frontend/src/queries/schema.ts
index 1887f57ee0f96..2f70bfb77b41b 100644
--- a/frontend/src/queries/schema.ts
+++ b/frontend/src/queries/schema.ts
@@ -331,6 +331,7 @@ export interface RecordingsQuery extends DataNode<RecordingsQueryResponse> {
         | 'click_count'
         | 'keypress_count'
         | 'mouse_activity_count'
+        | 'activity_score'
     limit?: integer
     offset?: integer
     user_modified_filters?: Record<string, any>
diff --git a/frontend/src/scenes/project-homepage/ProjectHomepage.tsx b/frontend/src/scenes/project-homepage/ProjectHomepage.tsx
index 996894f9ac42e..69aff96dc8600 100644
--- a/frontend/src/scenes/project-homepage/ProjectHomepage.tsx
+++ b/frontend/src/scenes/project-homepage/ProjectHomepage.tsx
@@ -15,6 +15,7 @@ import { featureFlagLogic } from 'lib/logic/featureFlagLogic'
 import { Dashboard } from 'scenes/dashboard/Dashboard'
 import { dashboardLogic, DashboardLogicProps } from 'scenes/dashboard/dashboardLogic'
 import { projectHomepageLogic } from 'scenes/project-homepage/projectHomepageLogic'
+import { WatchNextPanel } from 'scenes/project-homepage/WatchNextPanel'
 import { Scene, SceneExport } from 'scenes/sceneTypes'
 import { inviteLogic } from 'scenes/settings/organization/inviteLogic'
 import { urls } from 'scenes/urls'
@@ -24,7 +25,6 @@ import { DashboardPlacement } from '~/types'
 
 import { RecentInsights } from './RecentInsights'
 import { RecentPersons } from './RecentPersons'
-import { RecentRecordings } from './RecentRecordings'
 
 export const scene: SceneExport = {
     component: ProjectHomepage,
@@ -70,7 +70,7 @@ export function ProjectHomepage(): JSX.Element {
             <div className="ProjectHomepage__lists">
                 <RecentInsights />
                 <RecentPersons />
-                <RecentRecordings />
+                <WatchNextPanel />
             </div>
             {dashboardLogicProps ? (
                 <HomeDashboard dashboardLogicProps={dashboardLogicProps} />
diff --git a/frontend/src/scenes/project-homepage/RecentRecordings.tsx b/frontend/src/scenes/project-homepage/WatchNextPanel.tsx
similarity index 76%
rename from frontend/src/scenes/project-homepage/RecentRecordings.tsx
rename to frontend/src/scenes/project-homepage/WatchNextPanel.tsx
index fcf8571001a9a..41edce03290bb 100644
--- a/frontend/src/scenes/project-homepage/RecentRecordings.tsx
+++ b/frontend/src/scenes/project-homepage/WatchNextPanel.tsx
@@ -1,15 +1,19 @@
 import './ProjectHomepage.scss'
 
+import { IconInfo } from '@posthog/icons'
 import { useActions, useValues } from 'kea'
 import { CompactList } from 'lib/components/CompactList/CompactList'
-import { dayjs } from 'lib/dayjs'
 import { IconPlayCircle } from 'lib/lemon-ui/icons'
 import { ProfilePicture } from 'lib/lemon-ui/ProfilePicture'
+import { Tooltip } from 'lib/lemon-ui/Tooltip'
 import { humanFriendlyDuration } from 'lib/utils'
 import { eventUsageLogic } from 'lib/utils/eventUsageLogic'
 import { asDisplay } from 'scenes/persons/person-utils'
 import { sessionPlayerModalLogic } from 'scenes/session-recordings/player/modal/sessionPlayerModalLogic'
-import { sessionRecordingsPlaylistLogic } from 'scenes/session-recordings/playlist/sessionRecordingsPlaylistLogic'
+import {
+    DEFAULT_RECORDING_FILTERS,
+    sessionRecordingsPlaylistLogic,
+} from 'scenes/session-recordings/playlist/sessionRecordingsPlaylistLogic'
 import { teamLogic } from 'scenes/teamLogic'
 import { urls } from 'scenes/urls'
 
@@ -28,7 +32,7 @@ export function RecordingRow({ recording }: RecordingRowProps): JSX.Element {
     return (
         <ProjectHomePageCompactListItem
             title={asDisplay(recording.person)}
-            subtitle={`Recorded ${dayjs(recording.start_time).fromNow()}`}
+            subtitle={`Activity score: ${parseFloat((recording.activity_score ?? 0).toFixed(2))}`}
             prefix={<ProfilePicture name={asDisplay(recording.person)} />}
             suffix={
                 <div className="flex items-center justify-end text-text-3000">
@@ -47,15 +51,28 @@ export function RecordingRow({ recording }: RecordingRowProps): JSX.Element {
     )
 }
 
-export function RecentRecordings(): JSX.Element {
+export function WatchNextPanel(): JSX.Element {
     const { currentTeam } = useValues(teamLogic)
-    const sessionRecordingsListLogicInstance = sessionRecordingsPlaylistLogic({ logicKey: 'projectHomepage' })
+    const sessionRecordingsListLogicInstance = sessionRecordingsPlaylistLogic({
+        logicKey: 'projectHomepage',
+        filters: {
+            ...DEFAULT_RECORDING_FILTERS,
+            order: 'activity_score',
+        },
+    })
     const { sessionRecordings, sessionRecordingsResponseLoading } = useValues(sessionRecordingsListLogicInstance)
 
     return (
         <>
             <CompactList
-                title="Recent recordings"
+                title={
+                    <Tooltip title="A selection of the most interesting recordings. We use multiple signals to calculate an activity score.">
+                        <div className="flex items-center gap-1.5">
+                            <span>Watch next</span>
+                            <IconInfo className="text-lg" />
+                        </div>
+                    </Tooltip>
+                }
                 viewAllURL={urls.replay()}
                 loading={sessionRecordingsResponseLoading}
                 emptyMessage={
@@ -68,7 +85,7 @@ export function RecentRecordings(): JSX.Element {
                           }
                         : {
                               title: 'Recordings are not enabled for this project',
-                              description: 'Once recordings are enabled, new recordings will display here.',
+                              description: 'Once recordings are enabled, recordings will display here.',
                               buttonText: 'Enable recordings',
                               buttonTo: urls.settings('project-replay'),
                           }
diff --git a/frontend/src/scenes/session-recordings/filters/OrderingFilters.tsx b/frontend/src/scenes/session-recordings/filters/OrderingFilters.tsx
deleted file mode 100644
index c322dc01749ef..0000000000000
--- a/frontend/src/scenes/session-recordings/filters/OrderingFilters.tsx
+++ /dev/null
@@ -1,38 +0,0 @@
-import { useActions, useValues } from 'kea'
-import { LemonRadio } from 'lib/lemon-ui/LemonRadio'
-
-import { sessionRecordingsPlaylistLogic } from '../playlist/sessionRecordingsPlaylistLogic'
-
-export const OrderingFilters = (): JSX.Element => {
-    const { orderBy } = useValues(sessionRecordingsPlaylistLogic)
-    const { setOrderBy } = useActions(sessionRecordingsPlaylistLogic)
-
-    return (
-        <LemonRadio
-            value={orderBy}
-            onChange={setOrderBy}
-            options={[
-                {
-                    value: 'start_time',
-                    label: 'Latest',
-                    'data-attr': 'session-replay-ordering-latest',
-                },
-                {
-                    value: 'console_error_count',
-                    label: 'Most console errors',
-                    'data-attr': 'session-replay-ordering-errors',
-                },
-                {
-                    value: 'active_seconds',
-                    label: 'Longest (active duration)',
-                    'data-attr': 'session-replay-ordering-active',
-                },
-                {
-                    value: 'duration',
-                    label: 'Longest (total duration)',
-                    'data-attr': 'session-replay-ordering-duration',
-                },
-            ]}
-        />
-    )
-}
diff --git a/frontend/src/scenes/session-recordings/filters/RecordingsUniversalFilters.tsx b/frontend/src/scenes/session-recordings/filters/RecordingsUniversalFilters.tsx
index 9c6ce8e90fed6..d8021c5dab0e9 100644
--- a/frontend/src/scenes/session-recordings/filters/RecordingsUniversalFilters.tsx
+++ b/frontend/src/scenes/session-recordings/filters/RecordingsUniversalFilters.tsx
@@ -1,4 +1,3 @@
-import { LemonSelect } from '@posthog/lemon-ui'
 import clsx from 'clsx'
 import { useActions, useMountedLogic, useValues } from 'kea'
 import { DateFilter } from 'lib/components/DateFilter/DateFilter'
@@ -14,7 +13,6 @@ import { cohortsModel } from '~/models/cohortsModel'
 import { AndOrFilterSelect } from '~/queries/nodes/InsightViz/PropertyGroupFilters/AndOrFilterSelect'
 import { RecordingUniversalFilters } from '~/types'
 
-import { sessionRecordingsPlaylistLogic } from '../playlist/sessionRecordingsPlaylistLogic'
 import { DurationFilter } from './DurationFilter'
 
 export const RecordingsUniversalFilters = ({
@@ -29,9 +27,6 @@ export const RecordingsUniversalFilters = ({
     useMountedLogic(cohortsModel)
     useMountedLogic(actionsModel)
 
-    const { orderBy } = useValues(sessionRecordingsPlaylistLogic)
-    const { setOrderBy } = useActions(sessionRecordingsPlaylistLogic)
-
     const durationFilter = filters.duration[0]
 
     return (
@@ -92,56 +87,6 @@ export const RecordingsUniversalFilters = ({
                         durationTypeFilter={durationFilter.key}
                         pageKey="session-recordings"
                     />
-                    <span className="font-medium">sorted by</span>
-                    <LemonSelect
-                        options={[
-                            {
-                                value: 'start_time',
-                                label: 'Latest',
-                            },
-                            {
-                                label: 'Longest',
-                                options: [
-                                    {
-                                        value: 'duration',
-                                        label: 'Total duration',
-                                    },
-                                    {
-                                        value: 'active_seconds',
-                                        label: 'Active duration',
-                                    },
-                                    {
-                                        value: 'inactive_seconds',
-                                        label: 'Inactive duration',
-                                    },
-                                ],
-                            },
-                            {
-                                label: 'Most active',
-                                options: [
-                                    {
-                                        value: 'click_count',
-                                        label: 'Clicks',
-                                    },
-                                    {
-                                        value: 'keypress_count',
-                                        label: 'Key presses',
-                                    },
-                                    {
-                                        value: 'mouse_activity_count',
-                                        label: 'Mouse activity',
-                                    },
-                                ],
-                            },
-                            {
-                                value: 'console_error_count',
-                                label: 'Most errors',
-                            },
-                        ]}
-                        size="small"
-                        value={orderBy}
-                        onChange={setOrderBy}
-                    />
                 </div>
                 <div>
                     <TestAccountFilter
diff --git a/frontend/src/scenes/session-recordings/playlist/SessionRecordingPreview.tsx b/frontend/src/scenes/session-recordings/playlist/SessionRecordingPreview.tsx
index 0ac85088ce9bd..58b2a5c2ca3df 100644
--- a/frontend/src/scenes/session-recordings/playlist/SessionRecordingPreview.tsx
+++ b/frontend/src/scenes/session-recordings/playlist/SessionRecordingPreview.tsx
@@ -17,7 +17,7 @@ import { RecordingsQuery } from '~/queries/schema'
 import { SessionRecordingType } from '~/types'
 
 import { sessionRecordingsListPropertiesLogic } from './sessionRecordingsListPropertiesLogic'
-import { sessionRecordingsPlaylistLogic } from './sessionRecordingsPlaylistLogic'
+import { DEFAULT_RECORDING_FILTERS_ORDER_BY, sessionRecordingsPlaylistLogic } from './sessionRecordingsPlaylistLogic'
 
 export interface SessionRecordingPreviewProps {
     recording: SessionRecordingType
@@ -176,7 +176,7 @@ export function SessionRecordingPreview({
     onClick,
     pinned,
 }: SessionRecordingPreviewProps): JSX.Element {
-    const { orderBy } = useValues(sessionRecordingsPlaylistLogic)
+    const { filters } = useValues(sessionRecordingsPlaylistLogic)
 
     const { recordingPropertiesById, recordingPropertiesLoading } = useValues(sessionRecordingsListPropertiesLogic)
     const recordingProperties = recordingPropertiesById[recording.id]
@@ -232,10 +232,15 @@ export function SessionRecordingPreview({
                             </div>
                         </div>
 
-                        {orderBy === 'console_error_count' ? (
+                        {filters.order === 'console_error_count' ? (
                             <ErrorCount iconClassNames={iconClassNames} errorCount={recording.console_error_count} />
                         ) : (
-                            <RecordingDuration recordingDuration={durationToShow(recording, orderBy)} />
+                            <RecordingDuration
+                                recordingDuration={durationToShow(
+                                    recording,
+                                    filters.order || DEFAULT_RECORDING_FILTERS_ORDER_BY
+                                )}
+                            />
                         )}
                     </div>
 
diff --git a/frontend/src/scenes/session-recordings/playlist/SessionRecordingsPlaylist.tsx b/frontend/src/scenes/session-recordings/playlist/SessionRecordingsPlaylist.tsx
index f2e485f9fb315..61f59ac76efed 100644
--- a/frontend/src/scenes/session-recordings/playlist/SessionRecordingsPlaylist.tsx
+++ b/frontend/src/scenes/session-recordings/playlist/SessionRecordingsPlaylist.tsx
@@ -1,5 +1,5 @@
 import { IconGear } from '@posthog/icons'
-import { LemonButton, Link, Spinner } from '@posthog/lemon-ui'
+import { LemonButton, LemonSelect, LemonSelectSection, Link, Spinner } from '@posthog/lemon-ui'
 import { BindLogic, useActions, useValues } from 'kea'
 import { EmptyMessage } from 'lib/components/EmptyMessage/EmptyMessage'
 import { Playlist, PlaylistSection } from 'lib/components/Playlist/Playlist'
@@ -10,7 +10,8 @@ import { featureFlagLogic } from 'lib/logic/featureFlagLogic'
 import { useNotebookNode } from 'scenes/notebooks/Nodes/NotebookNodeContext'
 import { urls } from 'scenes/urls'
 
-import { ReplayTabs, SessionRecordingType } from '~/types'
+import { RecordingsQuery } from '~/queries/schema'
+import { RecordingUniversalFilters, ReplayTabs, SessionRecordingType } from '~/types'
 
 import { RecordingsUniversalFilters } from '../filters/RecordingsUniversalFilters'
 import { SessionRecordingPlayer } from '../player/SessionRecordingPlayer'
@@ -23,6 +24,81 @@ import {
 import { SessionRecordingsPlaylistSettings } from './SessionRecordingsPlaylistSettings'
 import { SessionRecordingsPlaylistTroubleshooting } from './SessionRecordingsPlaylistTroubleshooting'
 
+function SortedBy({
+    filters,
+    setFilters,
+}: {
+    filters: RecordingUniversalFilters
+    setFilters: (filters: Partial<RecordingUniversalFilters>) => void
+}): JSX.Element {
+    const simpleSortingOptions: LemonSelectSection<RecordingsQuery['order']> = {
+        options: [
+            {
+                value: 'start_time',
+                label: 'Latest',
+            },
+            {
+                value: 'activity_score',
+                label: 'Activity score',
+            },
+            {
+                value: 'console_error_count',
+                label: 'Most errors',
+            },
+        ],
+    }
+    const detailedSortingOptions: LemonSelectSection<RecordingsQuery['order']> = {
+        options: [
+            {
+                label: 'Longest',
+                options: [
+                    {
+                        value: 'duration',
+                        label: 'Total duration',
+                    },
+                    {
+                        value: 'active_seconds',
+                        label: 'Active duration',
+                    },
+                    {
+                        value: 'inactive_seconds',
+                        label: 'Inactive duration',
+                    },
+                ],
+            },
+            {
+                label: 'Most active',
+                options: [
+                    {
+                        value: 'click_count',
+                        label: 'Clicks',
+                    },
+                    {
+                        value: 'keypress_count',
+                        label: 'Key presses',
+                    },
+                    {
+                        value: 'mouse_activity_count',
+                        label: 'Mouse activity',
+                    },
+                ],
+            },
+        ],
+    }
+    return (
+        <div className="px-2 py-1 justify-end flex flex-row gap-2 w-full items-center">
+            <span className="font-medium">sorted by</span>
+            <LemonSelect
+                allowClear={false}
+                options={[simpleSortingOptions, detailedSortingOptions]}
+                size="xsmall"
+                value={filters.order}
+                onChange={(order) => setFilters({ order })}
+            />
+        </div>
+    )
+}
+
 export function SessionRecordingsPlaylist(props: SessionRecordingPlaylistLogicProps): JSX.Element {
     const logicProps: SessionRecordingPlaylistLogicProps = {
         ...props,
@@ -91,6 +167,7 @@ export function SessionRecordingsPlaylist(props: SessionRecordingPlaylistLogicPr
                 )}
                 <Playlist
                     data-attr="session-recordings-playlist"
+                    controls={filters && setFilters ? <SortedBy filters={filters} setFilters={setFilters} /> : null}
                     notebooksHref={urls.replay(ReplayTabs.Home, filters)}
                     title="Recordings"
                     embedded={!!notebookNode}
diff --git a/frontend/src/scenes/session-recordings/playlist/sessionRecordingsPlaylistLogic.test.ts b/frontend/src/scenes/session-recordings/playlist/sessionRecordingsPlaylistLogic.test.ts
index 876ef29c38af9..34d594bbaaf83 100644
--- a/frontend/src/scenes/session-recordings/playlist/sessionRecordingsPlaylistLogic.test.ts
+++ b/frontend/src/scenes/session-recordings/playlist/sessionRecordingsPlaylistLogic.test.ts
@@ -1,6 +1,5 @@
 import { router } from 'kea-router'
 import { expectLogic } from 'kea-test-utils'
-import { FEATURE_FLAGS } from 'lib/constants'
 import { featureFlagLogic } from 'lib/logic/featureFlagLogic'
 
 import { useMocks } from '~/mocks/jest'
@@ -194,17 +193,17 @@ describe('sessionRecordingsPlaylistLogic', () => {
 
         describe('ordering', () => {
             afterEach(() => {
-                logic.actions.setOrderBy('start_time')
+                logic.actions.setFilters({ order: 'start_time' })
                 logic.actions.loadSessionRecordings()
             })
 
             it('is set by setOrderBy, loads filtered results and orders the non pinned recordings', async () => {
                 await expectLogic(logic, () => {
-                    logic.actions.setOrderBy('console_error_count')
+                    logic.actions.setFilters({ order: 'console_error_count' })
                 })
-                    .toDispatchActions(['setOrderBy', 'loadSessionRecordings', 'loadSessionRecordingsSuccess'])
+                    .toDispatchActions(['loadSessionRecordings', 'loadSessionRecordingsSuccess'])
                     .toMatchValues({
-                        orderBy: 'console_error_count',
+                        filters: expect.objectContaining({ order: 'console_error_count' }),
                     })
 
                 expect(logic.values.otherRecordings.map((r) => r.console_error_count)).toEqual([100, 50])
@@ -228,32 +227,6 @@ describe('sessionRecordingsPlaylistLogic', () => {
                         sessionRecordings: [aRecording, offsetRecording, bRecording],
                     })
             })
-
-            it('uses the orderByExperiment feature flag to set the default orderBy', async () => {
-                featureFlagLogic.actions.setFeatureFlags([FEATURE_FLAGS.REPLAY_DEFAULT_SORT_ORDER_EXPERIMENT], {
-                    [FEATURE_FLAGS.REPLAY_DEFAULT_SORT_ORDER_EXPERIMENT]: 'click_count',
-                })
-
-                const logic = sessionRecordingsPlaylistLogic({
-                    key: 'tests',
-                    updateSearchParams: true,
-                })
-
-                logic.mount()
-
-                expect(logic.values.orderBy).toStrictEqual('click_count')
-            })
-
-            it('falls back to the default orderBy if the feature flag is not set', async () => {
-                logic = sessionRecordingsPlaylistLogic({
-                    key: 'tests',
-                    updateSearchParams: true,
-                })
-
-                logic.mount()
-
-                expect(logic.values.orderBy).toStrictEqual('start_time')
-            })
         })
 
         describe('entityFilters', () => {
@@ -526,6 +499,7 @@ describe('sessionRecordingsPlaylistLogic', () => {
                             ],
                         },
                         filter_test_accounts: false,
+                        order: 'start_time',
                     },
                 })
         })
@@ -562,6 +536,7 @@ describe('sessionRecordingsPlaylistLogic', () => {
                             ],
                         },
                         filter_test_accounts: false,
+                        order: 'start_time',
                     },
                 })
         })
@@ -792,18 +767,43 @@ describe('sessionRecordingsPlaylistLogic', () => {
                         },
                     ],
                 },
+                order: 'console_error_count',
             })
 
-            expect(result.events).toEqual([
-                {
-                    id: '$pageview',
-                    name: '$pageview',
-                    properties: [
-                        { key: '$current_url', operator: 'exact', type: 'event', value: ['https://example-url.com'] },
-                    ],
-                    type: 'events',
-                },
-            ])
+            expect(result).toEqual({
+                actions: [],
+                console_log_filters: [],
+                date_from: '-3d',
+                date_to: null,
+                events: [
+                    {
+                        id: '$pageview',
+                        name: '$pageview',
+                        properties: [
+                            {
+                                key: '$current_url',
+                                operator: 'exact',
+                                type: 'event',
+                                value: ['https://example-url.com'],
+                            },
+                        ],
+                        type: 'events',
+                    },
+                ],
+                filter_test_accounts: false,
+                having_predicates: [
+                    {
+                        key: 'duration',
+                        operator: 'gt',
+                        type: 'recording',
+                        value: 1,
+                    },
+                ],
+                kind: 'RecordingsQuery',
+                operand: 'AND',
+                order: 'console_error_count',
+                properties: [],
+            })
         })
     })
 
@@ -831,6 +831,7 @@ describe('sessionRecordingsPlaylistLogic', () => {
                     ],
                 },
                 filter_test_accounts: false,
+                order: 'start_time',
             })
         })
         it('should parse even the most complex queries', () => {
@@ -889,6 +890,7 @@ describe('sessionRecordingsPlaylistLogic', () => {
                     ],
                 },
                 filter_test_accounts: true,
+                order: 'start_time',
             })
         })
     })
diff --git a/frontend/src/scenes/session-recordings/playlist/sessionRecordingsPlaylistLogic.ts b/frontend/src/scenes/session-recordings/playlist/sessionRecordingsPlaylistLogic.ts
index 946e9579f07cd..ae44cf66c7500 100644
--- a/frontend/src/scenes/session-recordings/playlist/sessionRecordingsPlaylistLogic.ts
+++ b/frontend/src/scenes/session-recordings/playlist/sessionRecordingsPlaylistLogic.ts
@@ -12,7 +12,6 @@ import {
     isLogEntryPropertyFilter,
     isRecordingPropertyFilter,
 } from 'lib/components/UniversalFilters/utils'
-import { FEATURE_FLAGS } from 'lib/constants'
 import { featureFlagLogic } from 'lib/logic/featureFlagLogic'
 import { objectClean, objectsEqual } from 'lib/utils'
 import { eventUsageLogic } from 'lib/utils/eventUsageLogic'
@@ -44,6 +43,7 @@ interface Params {
     simpleFilters?: LegacyRecordingFilters
     advancedFilters?: LegacyRecordingFilters
     sessionRecordingId?: SessionRecordingId
+    order?: RecordingsQuery['order']
 }
 
 interface NoEventsToMatch {
@@ -77,12 +77,15 @@ export const defaultRecordingDurationFilter: RecordingDurationFilter = {
     operator: PropertyOperator.GreaterThan,
 }
 
+export const DEFAULT_RECORDING_FILTERS_ORDER_BY = 'start_time'
+
 export const DEFAULT_RECORDING_FILTERS: RecordingUniversalFilters = {
     filter_test_accounts: false,
     date_from: '-3d',
     date_to: null,
     filter_group: { ...DEFAULT_UNIVERSAL_GROUP_FILTER },
     duration: [defaultRecordingDurationFilter],
+    order: DEFAULT_RECORDING_FILTERS_ORDER_BY,
 }
 
 const DEFAULT_PERSON_RECORDING_FILTERS: RecordingUniversalFilters = {
@@ -103,6 +106,7 @@ export function convertUniversalFiltersToRecordingsQuery(universalFilters: Recor
     const console_log_filters: RecordingsQuery['console_log_filters'] = []
     const having_predicates: RecordingsQuery['having_predicates'] = []
 
+    const order: RecordingsQuery['order'] = universalFilters.order || DEFAULT_RECORDING_FILTERS_ORDER_BY
     const durationFilter = universalFilters.duration[0]
 
     if (durationFilter) {
@@ -143,7 +147,7 @@ export function convertUniversalFiltersToRecordingsQuery(universalFilters: Recor
 
     return {
         kind: NodeKind.RecordingsQuery,
-        order: 'start_time',
+        order: order,
         date_from: universalFilters.date_from,
         date_to: universalFilters.date_to,
         properties,
@@ -206,6 +210,7 @@ export function convertLegacyFiltersToUniversalFilters(
                 },
             ],
         },
+        order: DEFAULT_RECORDING_FILTERS.order,
     }
 }
 
@@ -223,6 +228,7 @@ function combineLegacyRecordingFilters(
 function sortRecordings(recordings: SessionRecordingType[], order: RecordingsQuery['order']): SessionRecordingType[] {
     const orderKey:
         | 'recording_duration'
+        | 'activity_score'
         | 'active_seconds'
         | 'inactive_seconds'
         | 'console_error_count'
@@ -277,7 +283,6 @@ export const sessionRecordingsPlaylistLogic = kea<sessionRecordingsPlaylistLogic
         setFilters: (filters: Partial<RecordingUniversalFilters>) => ({ filters }),
         setShowFilters: (showFilters: boolean) => ({ showFilters }),
         setShowSettings: (showSettings: boolean) => ({ showSettings }),
-        setOrderBy: (orderBy: RecordingsQuery['order'] | null) => ({ orderBy }),
         resetFilters: true,
         setSelectedRecordingId: (id: SessionRecordingType['id'] | null) => ({
             id,
@@ -326,14 +331,13 @@ export const sessionRecordingsPlaylistLogic = kea<sessionRecordingsPlaylistLogic
             {
                 results: [],
                 has_next: false,
-                order: 'start_time',
+                order: DEFAULT_RECORDING_FILTERS_ORDER_BY,
             } as RecordingsQueryResponse & { order: RecordingsQuery['order'] },
             {
                 loadSessionRecordings: async ({ direction, userModifiedFilters }, breakpoint) => {
                     const params: RecordingsQuery = {
                         ...convertUniversalFiltersToRecordingsQuery(values.filters),
                         person_uuid: props.personUUID ?? '',
-                        order: values.orderBy,
                         limit: RECORDINGS_LIMIT,
                     }
 
@@ -365,7 +369,7 @@ export const sessionRecordingsPlaylistLogic = kea<sessionRecordingsPlaylistLogic
                                 ? values.sessionRecordingsResponse?.has_next ?? true
                                 : response.has_next,
                         results: response.results,
-                        order: values.orderBy,
+                        order: params.order,
                     }
                 },
             },
@@ -389,7 +393,7 @@ export const sessionRecordingsPlaylistLogic = kea<sessionRecordingsPlaylistLogic
                         const fetchedRecordings = await api.recordings.list({
                             kind: NodeKind.RecordingsQuery,
                             session_ids: recordingIds,
-                            order: 'start_time',
+                            order: DEFAULT_RECORDING_FILTERS_ORDER_BY,
                         })
 
                         recordings = [...recordings, ...fetchedRecordings.results]
@@ -402,13 +406,6 @@ export const sessionRecordingsPlaylistLogic = kea<sessionRecordingsPlaylistLogic
         ],
     })),
     reducers(({ props }) => ({
-        selectedOrderBy: [
-            null as RecordingsQuery['order'] | null,
-            { persist: true, prefix: 'orderByExperiment' },
-            {
-                setOrderBy: (_, { orderBy }) => orderBy,
-            },
-        ],
         // If we initialise with pinned recordings then we don't show others by default
         // but if we go down to 0 pinned recordings then we show others
         showOtherRecordings: [
@@ -522,10 +519,6 @@ export const sessionRecordingsPlaylistLogic = kea<sessionRecordingsPlaylistLogic
             actions.loadEventsHaveSessionId()
         },
 
-        setOrderBy: () => {
-            actions.loadSessionRecordings()
-        },
-
         resetFilters: () => {
             actions.loadSessionRecordings()
             props.onFiltersChange?.(values.filters)
@@ -648,13 +641,13 @@ export const sessionRecordingsPlaylistLogic = kea<sessionRecordingsPlaylistLogic
         ],
 
         otherRecordings: [
-            (s) => [s.sessionRecordings, s.hideViewedRecordings, s.pinnedRecordings, s.selectedRecordingId, s.orderBy],
+            (s) => [s.sessionRecordings, s.hideViewedRecordings, s.pinnedRecordings, s.selectedRecordingId, s.filters],
             (
                 sessionRecordings,
                 hideViewedRecordings,
                 pinnedRecordings,
                 selectedRecordingId,
-                orderBy
+                filters
             ): SessionRecordingType[] => {
                 const filteredRecordings = sessionRecordings.filter((rec) => {
                     if (pinnedRecordings.find((pinned) => pinned.id === rec.id)) {
@@ -668,7 +661,7 @@ export const sessionRecordingsPlaylistLogic = kea<sessionRecordingsPlaylistLogic
                     return true
                 })
 
-                return sortRecordings(filteredRecordings, orderBy)
+                return sortRecordings(filteredRecordings, filters.order || DEFAULT_RECORDING_FILTERS_ORDER_BY)
             },
         ],
 
@@ -685,29 +678,6 @@ export const sessionRecordingsPlaylistLogic = kea<sessionRecordingsPlaylistLogic
                 return showOtherRecordings ? otherRecordings.length + pinnedRecordings.length : pinnedRecordings.length
             },
         ],
-        orderByExperimentFeatureFlag: [
-            (s) => [s.featureFlags],
-            (featureFlags): RecordingsQuery['order'] | 'control' | null =>
-                typeof featureFlags[FEATURE_FLAGS.REPLAY_DEFAULT_SORT_ORDER_EXPERIMENT] === 'string'
-                    ? (featureFlags[FEATURE_FLAGS.REPLAY_DEFAULT_SORT_ORDER_EXPERIMENT] as
-                          | RecordingsQuery['order']
-                          | 'control')
-                    : null,
-        ],
-        orderBy: [
-            (s) => [s.selectedOrderBy, s.orderByExperimentFeatureFlag],
-            (selectedOrderBy, orderByExperimentFeatureFlag): RecordingsQuery['order'] => {
-                if (selectedOrderBy) {
-                    return selectedOrderBy
-                }
-
-                if (orderByExperimentFeatureFlag === 'control' || !orderByExperimentFeatureFlag) {
-                    return 'start_time'
-                }
-
-                return orderByExperimentFeatureFlag
-            },
-        ],
     }),
 
     actionToUrl(({ props, values }) => {
@@ -730,7 +700,15 @@ export const sessionRecordingsPlaylistLogic = kea<sessionRecordingsPlaylistLogic
                 sessionRecordingId: values.selectedRecordingId ?? undefined,
             })
 
-            return [router.values.location.pathname, params, router.values.hashParams, { replace }]
+            if (!objectsEqual(params, router.values.searchParams)) {
+                return [router.values.location.pathname, params, router.values.hashParams, { replace }]
+            }
+            return [
+                router.values.location.pathname,
+                router.values.searchParams,
+                router.values.hashParams,
+                { replace: false },
+            ]
         }
 
         return {
@@ -775,9 +753,6 @@ export const sessionRecordingsPlaylistLogic = kea<sessionRecordingsPlaylistLogic
                 actions.loadSessionRecordings()
             }
         },
-        orderBy: () => {
-            actions.loadSessionRecordings()
-        },
     })),
 
     // NOTE: It is important this comes after urlToAction, as it will override the default behavior
diff --git a/frontend/src/scenes/web-analytics/tiles/WebAnalyticsRecordings.tsx b/frontend/src/scenes/web-analytics/tiles/WebAnalyticsRecordings.tsx
index d0c2c9c0b2579..ee32168dd7817 100644
--- a/frontend/src/scenes/web-analytics/tiles/WebAnalyticsRecordings.tsx
+++ b/frontend/src/scenes/web-analytics/tiles/WebAnalyticsRecordings.tsx
@@ -4,7 +4,7 @@ import { EmptyMessage } from 'lib/components/EmptyMessage/EmptyMessage'
 import { IconOpenInNew } from 'lib/lemon-ui/icons'
 import { LemonButton } from 'lib/lemon-ui/LemonButton'
 import { LemonSkeleton } from 'lib/lemon-ui/LemonSkeleton'
-import { RecordingRow } from 'scenes/project-homepage/RecentRecordings'
+import { RecordingRow } from 'scenes/project-homepage/WatchNextPanel'
 import { sessionRecordingsPlaylistLogic } from 'scenes/session-recordings/playlist/sessionRecordingsPlaylistLogic'
 import { teamLogic } from 'scenes/teamLogic'
 import { urls } from 'scenes/urls'
diff --git a/frontend/src/types.ts b/frontend/src/types.ts
index 0a28032ade19e..aabdbcb8bf99d 100644
--- a/frontend/src/types.ts
+++ b/frontend/src/types.ts
@@ -41,6 +41,7 @@ import type {
     InsightVizNode,
     Node,
     QueryStatus,
+    RecordingsQuery,
 } from './queries/schema'
 import { NodeKind } from './queries/schema'
 
@@ -1057,6 +1058,7 @@ export interface RecordingUniversalFilters {
     duration: RecordingDurationFilter[]
     filter_test_accounts?: boolean
     filter_group: UniversalFiltersGroup
+    order?: RecordingsQuery['order']
 }
 
 export type ErrorCluster = {
@@ -1411,6 +1413,10 @@ export interface SessionRecordingType {
      * (assumes the recording was loaded from ClickHouse)
      * **/
     ongoing?: boolean
+    /**
+     * calculated on the backend so that we can sort by it, definition may change over time
+     */
+    activity_score?: number
 }
 
 export interface SessionRecordingUpdateType {
diff --git a/posthog/schema.py b/posthog/schema.py
index 1ba777cd25b26..65514233aa3d8 100644
--- a/posthog/schema.py
+++ b/posthog/schema.py
@@ -3928,6 +3928,9 @@ class SessionRecordingType(BaseModel):
         extra="forbid",
     )
     active_seconds: Optional[float] = None
+    activity_score: Optional[float] = Field(
+        default=None, description="calculated on the backend so that we can sort by it, definition may change over time"
+    )
     click_count: Optional[float] = None
     console_error_count: Optional[float] = None
     console_log_count: Optional[float] = None
diff --git a/posthog/session_recordings/models/session_recording.py b/posthog/session_recordings/models/session_recording.py
index 5ac777a4b8dff..dbbeea9bf42f4 100644
--- a/posthog/session_recordings/models/session_recording.py
+++ b/posthog/session_recordings/models/session_recording.py
@@ -61,6 +61,7 @@ class Meta:
     _person: Optional[Person] = None
     matching_events: Optional[RecordingMatchingEvents] = None
     ongoing: Optional[bool] = None
+    activity_score: Optional[float] = None
 
     # Metadata can be loaded from Clickhouse or S3
     _metadata: Optional[RecordingMetadata] = None
@@ -202,6 +203,7 @@ def get_or_build_from_clickhouse(team: Team, ch_recordings: list[dict]) -> "list
             recording.console_error_count = ch_recording.get("console_error_count", None)
             recording.set_start_url_from_urls(ch_recording.get("urls", None), ch_recording.get("first_url", None))
             recording.ongoing = bool(ch_recording.get("ongoing", False))
+            recording.activity_score = ch_recording.get("activity_score", None)
 
             recordings.append(recording)
 
diff --git a/posthog/session_recordings/queries/session_recording_list_from_filters.py b/posthog/session_recordings/queries/session_recording_list_from_filters.py
index 38e06c4e4837d..19b1a38a97743 100644
--- a/posthog/session_recordings/queries/session_recording_list_from_filters.py
+++ b/posthog/session_recordings/queries/session_recording_list_from_filters.py
@@ -73,7 +73,13 @@ class SessionRecordingListFromFilters:
             sum(s.console_log_count) as console_log_count,
             sum(s.console_warn_count) as console_warn_count,
             sum(s.console_error_count) as console_error_count,
-            {ongoing_selection}
+            {ongoing_selection},
+            round((
+            ((sum(s.active_milliseconds) / 1000 + sum(s.click_count) + sum(s.keypress_count) + sum(s.console_error_count))) -- intent
+            /
+            ((sum(s.mouse_activity_count) + dateDiff('SECOND', start_time, end_time) + sum(s.console_error_count) + sum(s.console_log_count) + sum(s.console_warn_count)))
+            * 100
+            ), 2) as activity_score
         FROM raw_session_replay_events s
         WHERE {where_predicates}
         GROUP BY session_id
@@ -100,6 +106,7 @@ def _data_to_return(results: list[Any] | None) -> list[dict[str, Any]]:
             "console_warn_count",
             "console_error_count",
             "ongoing",
+            "activity_score",
         ]
 
         return [
diff --git a/posthog/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr b/posthog/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr
index a0fc5699f9ee7..cc367480e0f1e 100644
--- a/posthog/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr
+++ b/posthog/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr
@@ -16,7 +16,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2023-01-03 23:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2023-01-03 23:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2022-12-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2022-12-28 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2023-01-04 00:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -54,7 +55,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2023-01-03 23:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2023-01-03 23:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2022-12-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2022-12-28 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2023-01-04 00:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -92,7 +94,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2023-01-03 23:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2023-01-03 23:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2022-12-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2022-12-28 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2023-01-04 00:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -130,7 +133,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2023-01-03 23:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2023-01-03 23:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2022-12-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2022-12-28 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2023-01-04 00:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -168,7 +172,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                    (SELECT DISTINCT events.`$session_id` AS `$session_id`
@@ -215,7 +220,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -253,7 +259,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -291,7 +298,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -329,7 +337,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -367,7 +376,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -405,7 +415,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -443,7 +454,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -476,7 +488,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -509,7 +522,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -542,7 +556,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -575,7 +590,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -608,7 +624,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -641,7 +658,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -674,7 +692,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -707,7 +726,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -740,7 +760,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -773,7 +794,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -806,7 +828,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-30 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -839,7 +862,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 12:41:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 12:41:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 12:46:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-12 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 12:46:00.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -872,7 +896,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 12:41:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 12:41:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 12:46:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 12:46:00.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -905,7 +930,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 12:41:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 12:41:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 12:46:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-10 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 12:46:00.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -938,7 +964,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-28 23:59:59.999999', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -971,7 +998,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-29 23:59:59.999999', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -1004,7 +1032,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -1037,7 +1066,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -1070,7 +1100,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -1108,7 +1139,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -1146,7 +1178,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -1184,7 +1217,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -1217,7 +1251,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -1255,7 +1290,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -1293,7 +1329,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -1336,7 +1373,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -1379,7 +1417,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -1422,7 +1461,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -1460,7 +1500,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -1513,7 +1554,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -1566,7 +1608,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -1604,7 +1647,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -1657,7 +1701,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -1710,7 +1755,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -1763,7 +1809,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -1816,7 +1863,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -1854,7 +1902,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -1892,7 +1941,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -1930,7 +1980,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -1968,7 +2019,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -2006,7 +2058,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -2044,7 +2097,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -2082,7 +2136,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -2120,7 +2175,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -2158,7 +2214,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -2196,7 +2253,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -2234,7 +2292,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -2272,7 +2331,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -2310,7 +2370,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -2348,7 +2409,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -2401,7 +2463,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -2439,7 +2502,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -2492,7 +2556,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -2530,7 +2595,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -2568,7 +2634,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT console_logs_log_entries.log_source_id AS log_source_id
@@ -2607,7 +2674,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT console_logs_log_entries.log_source_id AS log_source_id
@@ -2646,7 +2714,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT console_logs_log_entries.log_source_id AS log_source_id
@@ -2685,7 +2754,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -2718,7 +2788,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -2751,7 +2822,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT console_logs_log_entries.log_source_id AS log_source_id
@@ -2790,7 +2862,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT console_logs_log_entries.log_source_id AS log_source_id
@@ -2829,7 +2902,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT console_logs_log_entries.log_source_id AS log_source_id
@@ -2868,7 +2942,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT console_logs_log_entries.log_source_id AS log_source_id
@@ -2907,7 +2982,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT console_logs_log_entries.log_source_id AS log_source_id
@@ -2946,7 +3022,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT console_logs_log_entries.log_source_id AS log_source_id
@@ -2985,7 +3062,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT console_logs_log_entries.log_source_id AS log_source_id
@@ -3024,7 +3102,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT console_logs_log_entries.log_source_id AS log_source_id
@@ -3063,7 +3142,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2),
             ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0),
@@ -3101,7 +3181,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2),
             ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0),
@@ -3159,7 +3240,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-08-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-08-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-07-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-08-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-08-21 20:00:00.000000', 6, 'UTC')), 0), in(s.distinct_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT person_distinct_ids.distinct_id AS distinct_id
@@ -3223,7 +3305,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-08-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-08-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-07-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-08-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-08-21 20:00:00.000000', 6, 'UTC')), 0), and(in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT events.`$session_id` AS session_id
@@ -3272,7 +3355,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-08-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-08-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-07-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-08-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-08-21 20:00:00.000000', 6, 'UTC')), 0), and(in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT events.`$session_id` AS session_id
@@ -3321,7 +3405,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -3374,7 +3459,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -3476,7 +3562,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-08-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-08-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-07-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-08-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-08-21 20:00:00.000000', 6, 'UTC')), 0), in(s.distinct_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT person_distinct_ids.distinct_id AS distinct_id
@@ -3520,7 +3607,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-08-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-08-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-07-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-08-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-08-21 20:00:00.000000', 6, 'UTC')), 0), in(s.distinct_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT person_distinct_ids.distinct_id AS distinct_id
@@ -3564,7 +3652,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-08-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-08-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-07-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-08-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-08-21 20:00:00.000000', 6, 'UTC')), 0), in(s.distinct_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT person_distinct_ids.distinct_id AS distinct_id
@@ -3611,7 +3700,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -3649,7 +3739,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -3687,7 +3778,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -3725,7 +3817,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -3763,7 +3856,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -3801,7 +3895,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -3839,7 +3934,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -3877,7 +3973,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -3915,7 +4012,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT console_logs_log_entries.log_source_id AS log_source_id
@@ -3954,7 +4052,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT console_logs_log_entries.log_source_id AS log_source_id
@@ -3993,7 +4092,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                    (SELECT DISTINCT events.`$session_id` AS `$session_id`
@@ -4040,7 +4140,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                    (SELECT DISTINCT events.`$session_id` AS `$session_id`
@@ -4087,7 +4188,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id, ['session_id_one']), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                                                               (SELECT events.`$session_id` AS session_id
@@ -4125,7 +4227,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id, ['session_id_two']), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                                                               (SELECT events.`$session_id` AS session_id
@@ -4163,7 +4266,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -4216,7 +4320,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -4269,7 +4374,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -4302,7 +4408,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -4335,7 +4442,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                    (SELECT DISTINCT events.`$session_id` AS `$session_id`
@@ -4377,7 +4485,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-01 13:41:23.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-25 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), 0))
   GROUP BY s.session_id
@@ -4410,7 +4519,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -4448,7 +4558,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -4486,7 +4597,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -4524,7 +4636,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -4562,7 +4675,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -4600,7 +4714,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -4638,7 +4753,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -4676,7 +4792,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -4714,7 +4831,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -4752,7 +4870,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -4790,7 +4909,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -4828,7 +4948,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -4866,7 +4987,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -4904,7 +5026,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -4942,7 +5065,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -4980,7 +5104,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -5018,7 +5143,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -5056,7 +5182,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -5109,7 +5236,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -5147,7 +5275,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -5200,7 +5329,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -5238,7 +5368,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -5291,7 +5422,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
@@ -5329,7 +5461,8 @@
          sum(s.console_log_count) AS console_log_count,
          sum(s.console_warn_count) AS console_warn_count,
          sum(s.console_error_count) AS console_error_count,
-         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing
+         ifNull(greaterOrEquals(max(toTimeZone(s._timestamp, 'UTC')), toDateTime64('2021-01-21 19:55:00.000000', 6, 'UTC')), 0) AS ongoing,
+         round(multiply(divide(plus(plus(plus(divide(sum(s.active_milliseconds), 1000), sum(s.click_count)), sum(s.keypress_count)), sum(s.console_error_count)), plus(plus(plus(plus(sum(s.mouse_activity_count), dateDiff('SECOND', start_time, end_time)), sum(s.console_error_count)), sum(s.console_log_count)), sum(s.console_warn_count))), 100), 2) AS activity_score
   FROM session_replay_events AS s
   WHERE and(equals(s.team_id, 2), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), 0), ifNull(greaterOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-14 00:00:00.000000', 6, 'UTC')), 0), ifNull(lessOrEquals(toTimeZone(s.min_first_timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), 0), in(s.session_id,
                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT events.`$session_id` AS session_id
diff --git a/posthog/session_recordings/queries/test/test_session_recording_list_from_filters.py b/posthog/session_recordings/queries/test/test_session_recording_list_from_filters.py
index e18cb0941d27a..55eb5034a4e7d 100644
--- a/posthog/session_recordings/queries/test/test_session_recording_list_from_filters.py
+++ b/posthog/session_recordings/queries/test/test_session_recording_list_from_filters.py
@@ -144,6 +144,7 @@ def test_basic_query(self):
         assert session_recordings == [
             {
                 "session_id": session_id_two,
+                "activity_score": 40.16,
                 "team_id": self.team.pk,
                 "distinct_id": user,
                 "click_count": 2,
@@ -162,6 +163,7 @@ def test_basic_query(self):
             },
             {
                 "session_id": session_id_one,
+                "activity_score": 61.11,
                 "team_id": self.team.pk,
                 "distinct_id": user,
                 "click_count": 4,
@@ -372,6 +374,7 @@ def test_basic_query_with_paging(self):
 
         assert session_recordings == [
             {
+                "activity_score": 40.16,
                 "session_id": session_id_two,
                 "team_id": self.team.pk,
                 "distinct_id": user,
@@ -400,6 +403,7 @@ def test_basic_query_with_paging(self):
         assert session_recordings == [
             {
                 "session_id": session_id_one,
+                "activity_score": 61.11,
                 "team_id": self.team.pk,
                 "distinct_id": user,
                 "click_count": 4,
@@ -1398,6 +1402,7 @@ def test_all_sessions_recording_object_keys_with_entity_filter(self):
 
         assert session_recordings == [
             {
+                "activity_score": 0,
                 "session_id": session_id,
                 "distinct_id": user,
                 "duration": 60,
@@ -4083,6 +4088,7 @@ def test_top_level_event_host_property_test_account_filter(self):
         assert session_recordings == [
             {
                 "active_seconds": 0.0,
+                "activity_score": 0.28,
                 "click_count": 10,  # in the bug this value was 10 X number of events in the session
                 "console_error_count": 0,
                 "console_log_count": 0,
diff --git a/posthog/session_recordings/session_recording_api.py b/posthog/session_recordings/session_recording_api.py
index c51d3105cadc7..6f1f272e40012 100644
--- a/posthog/session_recordings/session_recording_api.py
+++ b/posthog/session_recordings/session_recording_api.py
@@ -6,7 +6,7 @@
 from datetime import UTC, datetime, timedelta
 
 from prometheus_client import Histogram
-from typing import Any, cast
+from typing import Any, cast, Optional
 
 import posthoganalytics
 import requests
@@ -142,6 +142,7 @@ class SessionRecordingSerializer(serializers.ModelSerializer):
 
     ongoing = serializers.SerializerMethodField()
     viewed = serializers.SerializerMethodField()
+    activity_score = serializers.SerializerMethodField()
 
     def get_ongoing(self, obj: SessionRecording) -> bool:
         # ongoing is a custom field that we add if loading from ClickHouse
@@ -151,6 +152,9 @@ def get_viewed(self, obj: SessionRecording) -> bool:
         # viewed is a custom field that we load from PG Sql and merge into the model
         return getattr(obj, "viewed", False)
 
+    def get_activity_score(self, obj: SessionRecording) -> Optional[float]:
+        return getattr(obj, "activity_score", None)
+
     class Meta:
         model = SessionRecording
         fields = [
@@ -173,6 +177,7 @@ class Meta:
             "storage",
             "snapshot_source",
             "ongoing",
+            "activity_score",
         ]
 
         read_only_fields = [
@@ -194,6 +199,7 @@ class Meta:
             "storage",
             "snapshot_source",
             "ongoing",
+            "activity_score",
         ]
 
 
diff --git a/posthog/session_recordings/test/__snapshots__/test_session_recordings.ambr b/posthog/session_recordings/test/__snapshots__/test_session_recordings.ambr
index 550009ec55f1c..ef29f7d875751 100644
--- a/posthog/session_recordings/test/__snapshots__/test_session_recordings.ambr
+++ b/posthog/session_recordings/test/__snapshots__/test_session_recordings.ambr
@@ -4777,6 +4777,46 @@
          AND "posthog_persondistinctid"."team_id" = 2)
   '''
 # ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.193
+  '''
+  SELECT "posthog_sessionrecordingviewed"."session_id"
+  FROM "posthog_sessionrecordingviewed"
+  WHERE ("posthog_sessionrecordingviewed"."team_id" = 2
+         AND "posthog_sessionrecordingviewed"."user_id" = 2)
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.194
+  '''
+  SELECT "posthog_persondistinctid"."id",
+         "posthog_persondistinctid"."team_id",
+         "posthog_persondistinctid"."person_id",
+         "posthog_persondistinctid"."distinct_id",
+         "posthog_persondistinctid"."version",
+         "posthog_person"."id",
+         "posthog_person"."created_at",
+         "posthog_person"."properties_last_updated_at",
+         "posthog_person"."properties_last_operation",
+         "posthog_person"."team_id",
+         "posthog_person"."properties",
+         "posthog_person"."is_user_id",
+         "posthog_person"."is_identified",
+         "posthog_person"."uuid",
+         "posthog_person"."version"
+  FROM "posthog_persondistinctid"
+  INNER JOIN "posthog_person" ON ("posthog_persondistinctid"."person_id" = "posthog_person"."id")
+  WHERE ("posthog_persondistinctid"."distinct_id" IN ('user1',
+                                                      'user10',
+                                                      'user2',
+                                                      'user3',
+                                                      'user4',
+                                                      'user5',
+                                                      'user6',
+                                                      'user7',
+                                                      'user8',
+                                                      'user9')
+         AND "posthog_persondistinctid"."team_id" = 2)
+  '''
+# ---
 # name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.2
   '''
   SELECT "posthog_organizationmembership"."id",
diff --git a/posthog/session_recordings/test/test_session_recordings.py b/posthog/session_recordings/test/test_session_recordings.py
index 7e6cf8e929807..47d1598e1e9a8 100644
--- a/posthog/session_recordings/test/test_session_recordings.py
+++ b/posthog/session_recordings/test/test_session_recordings.py
@@ -277,6 +277,7 @@ def test_session_recordings_dont_leak_teams(self) -> None:
                 "storage": "object_storage",
                 "viewed": False,
                 "ongoing": True,
+                "activity_score": None,
             },
         ]
 
@@ -504,6 +505,7 @@ def test_get_single_session_recording_metadata(self):
             "storage": "object_storage",
             "snapshot_source": "web",
             "ongoing": None,
+            "activity_score": None,
         }
 
     def test_single_session_recording_doesnt_leak_teams(self):

From da6131f6cc7a620af561f5f939024e28aa9c85dd Mon Sep 17 00:00:00 2001
From: Anirudh Pillai <anirudhx5@gmail.com>
Date: Tue, 22 Oct 2024 09:48:39 +0100
Subject: [PATCH 03/14] feat(alerts): toggle alert threshold lines (#25700)

---
 .../components/Alerts/insightAlertsLogic.ts   | 10 +++++---
 .../lib/components/Alerts/views/Alerts.tsx    |  3 +++
 .../InsightQuery/utils/filtersToQueryNode.ts  |  1 +
 .../nodes/InsightViz/InsightDisplayConfig.tsx |  2 ++
 frontend/src/queries/schema.json              |  7 ++++++
 frontend/src/queries/schema.ts                |  2 ++
 frontend/src/queries/utils.ts                 |  7 ++++++
 .../ShowAlertThresholdLinesFilter.tsx         | 25 +++++++++++++++++++
 .../scenes/insights/insightVizDataLogic.ts    |  2 ++
 frontend/src/types.ts                         |  1 +
 .../legacy_compatibility/filter_to_query.py   |  1 +
 posthog/schema.py                             |  2 ++
 12 files changed, 59 insertions(+), 4 deletions(-)
 create mode 100644 frontend/src/scenes/insights/EditorFilters/ShowAlertThresholdLinesFilter.tsx

diff --git a/frontend/src/lib/components/Alerts/insightAlertsLogic.ts b/frontend/src/lib/components/Alerts/insightAlertsLogic.ts
index 5ef92b84b8de2..f95c941eb3896 100644
--- a/frontend/src/lib/components/Alerts/insightAlertsLogic.ts
+++ b/frontend/src/lib/components/Alerts/insightAlertsLogic.ts
@@ -35,6 +35,7 @@ export const insightAlertsLogic = kea<insightAlertsLogicType>([
 
     connect((props: InsightAlertsLogicProps) => ({
         actions: [insightVizDataLogic(props.insightLogicProps), ['setQuery']],
+        values: [insightVizDataLogic(props.insightLogicProps), ['showAlertThresholdLines']],
     })),
 
     loaders(({ props }) => ({
@@ -62,10 +63,11 @@ export const insightAlertsLogic = kea<insightAlertsLogicType>([
 
     selectors({
         alertThresholdLines: [
-            (s) => [s.alerts],
-            (alerts: AlertType[]): GoalLine[] =>
+            (s) => [s.alerts, s.showAlertThresholdLines],
+            (alerts: AlertType[], showAlertThresholdLines: boolean): GoalLine[] =>
                 alerts.flatMap((alert) => {
                     if (
+                        !showAlertThresholdLines ||
                         alert.threshold.configuration.type !== InsightThresholdType.ABSOLUTE ||
                         alert.condition.type !== AlertConditionType.ABSOLUTE_VALUE ||
                         !alert.threshold.configuration.bounds
@@ -76,14 +78,14 @@ export const insightAlertsLogic = kea<insightAlertsLogicType>([
                     const bounds = alert.threshold.configuration.bounds
 
                     const thresholds = []
-                    if (bounds?.upper !== undefined) {
+                    if (bounds?.upper != null) {
                         thresholds.push({
                             label: `${alert.name} Upper Threshold`,
                             value: bounds?.upper,
                         })
                     }
 
-                    if (bounds?.lower !== undefined) {
+                    if (bounds?.lower != null) {
                         thresholds.push({
                             label: `${alert.name} Lower Threshold`,
                             value: bounds?.lower,
diff --git a/frontend/src/lib/components/Alerts/views/Alerts.tsx b/frontend/src/lib/components/Alerts/views/Alerts.tsx
index 004a848377edb..4bb1129fd1146 100644
--- a/frontend/src/lib/components/Alerts/views/Alerts.tsx
+++ b/frontend/src/lib/components/Alerts/views/Alerts.tsx
@@ -3,6 +3,7 @@ import { IconCheck } from '@posthog/icons'
 import { Tooltip } from '@posthog/lemon-ui'
 import { useActions, useValues } from 'kea'
 import { router } from 'kea-router'
+import { FeedbackNotice } from 'lib/components/FeedbackNotice'
 import { DetectiveHog } from 'lib/components/hedgehogs'
 import { ProductIntroduction } from 'lib/components/ProductIntroduction/ProductIntroduction'
 import { LemonTable, LemonTableColumn, LemonTableColumns } from 'lib/lemon-ui/LemonTable'
@@ -104,6 +105,8 @@ export function Alerts({ alertId }: AlertsProps): JSX.Element {
     // TODO: add info here to sign up for alerts early access
     return (
         <>
+            <FeedbackNotice text="Alerts are in closed alpha. Thanks for taking part! We'd love to hear what you think." />
+
             {alertsSortedByState.length === 0 && !alertsLoading && (
                 <ProductIntroduction
                     productName="Alerts"
diff --git a/frontend/src/queries/nodes/InsightQuery/utils/filtersToQueryNode.ts b/frontend/src/queries/nodes/InsightQuery/utils/filtersToQueryNode.ts
index 742320e8197eb..0ac8e1510fd78 100644
--- a/frontend/src/queries/nodes/InsightQuery/utils/filtersToQueryNode.ts
+++ b/frontend/src/queries/nodes/InsightQuery/utils/filtersToQueryNode.ts
@@ -392,6 +392,7 @@ export const trendsFilterToQuery = (filters: Partial<TrendsFilterType>): TrendsF
     return objectCleanWithEmpty({
         smoothingIntervals: filters.smoothing_intervals,
         showLegend: filters.show_legend,
+        showAlertThresholdLines: filters.show_alert_threshold_lines,
         hiddenLegendIndexes: hiddenLegendKeysToIndexes(filters.hidden_legend_keys),
         aggregationAxisFormat: filters.aggregation_axis_format,
         aggregationAxisPrefix: filters.aggregation_axis_prefix,
diff --git a/frontend/src/queries/nodes/InsightViz/InsightDisplayConfig.tsx b/frontend/src/queries/nodes/InsightViz/InsightDisplayConfig.tsx
index 1e72d999b1dfe..d75685def2228 100644
--- a/frontend/src/queries/nodes/InsightViz/InsightDisplayConfig.tsx
+++ b/frontend/src/queries/nodes/InsightViz/InsightDisplayConfig.tsx
@@ -14,6 +14,7 @@ import { funnelDataLogic } from 'scenes/funnels/funnelDataLogic'
 import { axisLabel } from 'scenes/insights/aggregationAxisFormat'
 import { PercentStackViewFilter } from 'scenes/insights/EditorFilters/PercentStackViewFilter'
 import { ScalePicker } from 'scenes/insights/EditorFilters/ScalePicker'
+import { ShowAlertThresholdLinesFilter } from 'scenes/insights/EditorFilters/ShowAlertThresholdLinesFilter'
 import { ShowLegendFilter } from 'scenes/insights/EditorFilters/ShowLegendFilter'
 import { ValueOnSeriesFilter } from 'scenes/insights/EditorFilters/ValueOnSeriesFilter'
 import { InsightDateFilter } from 'scenes/insights/filters/InsightDateFilter'
@@ -77,6 +78,7 @@ export function InsightDisplayConfig(): JSX.Element {
                           ...(supportsValueOnSeries ? [{ label: () => <ValueOnSeriesFilter /> }] : []),
                           ...(supportsPercentStackView ? [{ label: () => <PercentStackViewFilter /> }] : []),
                           ...(hasLegend ? [{ label: () => <ShowLegendFilter /> }] : []),
+                          { label: () => <ShowAlertThresholdLinesFilter /> },
                       ],
                   },
               ]
diff --git a/frontend/src/queries/schema.json b/frontend/src/queries/schema.json
index 17b6c0f9d0ee7..c243cf67ba628 100644
--- a/frontend/src/queries/schema.json
+++ b/frontend/src/queries/schema.json
@@ -11476,6 +11476,10 @@
                     },
                     "type": "array"
                 },
+                "showAlertThresholdLines": {
+                    "default": false,
+                    "type": "boolean"
+                },
                 "showLabelsOnSeries": {
                     "type": "boolean"
                 },
@@ -11546,6 +11550,9 @@
                     },
                     "type": "object"
                 },
+                "show_alert_threshold_lines": {
+                    "type": "boolean"
+                },
                 "show_labels_on_series": {
                     "type": "boolean"
                 },
diff --git a/frontend/src/queries/schema.ts b/frontend/src/queries/schema.ts
index 2f70bfb77b41b..92b6d52f251db 100644
--- a/frontend/src/queries/schema.ts
+++ b/frontend/src/queries/schema.ts
@@ -835,6 +835,8 @@ export type TrendsFilter = {
     display?: TrendsFilterLegacy['display']
     /** @default false */
     showLegend?: TrendsFilterLegacy['show_legend']
+    /** @default false */
+    showAlertThresholdLines?: boolean
     breakdown_histogram_bin_count?: TrendsFilterLegacy['breakdown_histogram_bin_count'] // TODO: fully move into BreakdownFilter
     /** @default numeric */
     aggregationAxisFormat?: TrendsFilterLegacy['aggregation_axis_format']
diff --git a/frontend/src/queries/utils.ts b/frontend/src/queries/utils.ts
index ed9cfc8d2fcf1..f2828675a643d 100644
--- a/frontend/src/queries/utils.ts
+++ b/frontend/src/queries/utils.ts
@@ -301,6 +301,13 @@ export const getShowLegend = (query: InsightQueryNode): boolean | undefined => {
     return undefined
 }
 
+export const getShowAlertThresholdLines = (query: InsightQueryNode): boolean | undefined => {
+    if (isTrendsQuery(query)) {
+        return query.trendsFilter?.showAlertThresholdLines
+    }
+    return undefined
+}
+
 export const getShowLabelsOnSeries = (query: InsightQueryNode): boolean | undefined => {
     if (isTrendsQuery(query)) {
         return query.trendsFilter?.showLabelsOnSeries
diff --git a/frontend/src/scenes/insights/EditorFilters/ShowAlertThresholdLinesFilter.tsx b/frontend/src/scenes/insights/EditorFilters/ShowAlertThresholdLinesFilter.tsx
new file mode 100644
index 0000000000000..17948bec59b00
--- /dev/null
+++ b/frontend/src/scenes/insights/EditorFilters/ShowAlertThresholdLinesFilter.tsx
@@ -0,0 +1,25 @@
+import { LemonCheckbox } from '@posthog/lemon-ui'
+import { useActions, useValues } from 'kea'
+import { insightLogic } from 'scenes/insights/insightLogic'
+
+import { insightVizDataLogic } from '../insightVizDataLogic'
+
+export function ShowAlertThresholdLinesFilter(): JSX.Element | null {
+    const { insightProps } = useValues(insightLogic)
+    const { showAlertThresholdLines } = useValues(insightVizDataLogic(insightProps))
+    const { updateInsightFilter } = useActions(insightVizDataLogic(insightProps))
+
+    const toggleShowAlertThresholdLines = (): void => {
+        updateInsightFilter({ showAlertThresholdLines: !showAlertThresholdLines })
+    }
+
+    return (
+        <LemonCheckbox
+            className="p-1 px-2"
+            onChange={toggleShowAlertThresholdLines}
+            checked={!!showAlertThresholdLines}
+            label={<span className="font-normal">Show alert threshold lines</span>}
+            size="small"
+        />
+    )
+}
diff --git a/frontend/src/scenes/insights/insightVizDataLogic.ts b/frontend/src/scenes/insights/insightVizDataLogic.ts
index f80f24e4f74fb..aec4a1eb32ed8 100644
--- a/frontend/src/scenes/insights/insightVizDataLogic.ts
+++ b/frontend/src/scenes/insights/insightVizDataLogic.ts
@@ -44,6 +44,7 @@ import {
     getFormula,
     getInterval,
     getSeries,
+    getShowAlertThresholdLines,
     getShowLabelsOnSeries,
     getShowLegend,
     getShowPercentStackView,
@@ -158,6 +159,7 @@ export const insightVizDataLogic = kea<insightVizDataLogicType>([
         interval: [(s) => [s.querySource], (q) => (q ? getInterval(q) : null)],
         properties: [(s) => [s.querySource], (q) => (q ? q.properties : null)],
         samplingFactor: [(s) => [s.querySource], (q) => (q ? q.samplingFactor : null)],
+        showAlertThresholdLines: [(s) => [s.querySource], (q) => (q ? getShowAlertThresholdLines(q) : null)],
         showLegend: [(s) => [s.querySource], (q) => (q ? getShowLegend(q) : null)],
         showValuesOnSeries: [(s) => [s.querySource], (q) => (q ? getShowValuesOnSeries(q) : null)],
         showLabelOnSeries: [(s) => [s.querySource], (q) => (q ? getShowLabelsOnSeries(q) : null)],
diff --git a/frontend/src/types.ts b/frontend/src/types.ts
index aabdbcb8bf99d..e07f0597a2aac 100644
--- a/frontend/src/types.ts
+++ b/frontend/src/types.ts
@@ -2248,6 +2248,7 @@ export interface TrendsFilterType extends FilterType {
     breakdown_histogram_bin_count?: number // trends breakdown histogram bin count
 
     // frontend only
+    show_alert_threshold_lines?: boolean // used to show/hide horizontal lines on insight representing alert thresholds set on the insight
     show_legend?: boolean // used to show/hide legend next to insights graph
     hidden_legend_keys?: Record<string, boolean | undefined> // used to toggle visibilities in table and legend
     aggregation_axis_format?: AggregationAxisFormat // a fixed format like duration that needs calculation
diff --git a/posthog/hogql_queries/legacy_compatibility/filter_to_query.py b/posthog/hogql_queries/legacy_compatibility/filter_to_query.py
index 585f37f387755..a8cc01a0b89fb 100644
--- a/posthog/hogql_queries/legacy_compatibility/filter_to_query.py
+++ b/posthog/hogql_queries/legacy_compatibility/filter_to_query.py
@@ -400,6 +400,7 @@ def _insight_filter(filter: dict):
             "trendsFilter": TrendsFilter(
                 smoothingIntervals=filter.get("smoothing_intervals"),
                 showLegend=filter.get("show_legend"),
+                showAlertThresholdLines=filter.get("show_alert_threshold_lines"),
                 hiddenLegendIndexes=hidden_legend_keys_to_indexes(filter.get("hidden_legend_keys")),
                 aggregationAxisFormat=filter.get("aggregation_axis_format"),
                 aggregationAxisPrefix=filter.get("aggregation_axis_prefix"),
diff --git a/posthog/schema.py b/posthog/schema.py
index 65514233aa3d8..b77997f9f74f5 100644
--- a/posthog/schema.py
+++ b/posthog/schema.py
@@ -1387,6 +1387,7 @@ class TrendsFilter(BaseModel):
     display: Optional[ChartDisplayType] = ChartDisplayType.ACTIONS_LINE_GRAPH
     formula: Optional[str] = None
     hiddenLegendIndexes: Optional[list[int]] = None
+    showAlertThresholdLines: Optional[bool] = False
     showLabelsOnSeries: Optional[bool] = None
     showLegend: Optional[bool] = False
     showPercentStackView: Optional[bool] = False
@@ -1409,6 +1410,7 @@ class TrendsFilterLegacy(BaseModel):
     display: Optional[ChartDisplayType] = None
     formula: Optional[str] = None
     hidden_legend_keys: Optional[dict[str, Union[bool, Any]]] = None
+    show_alert_threshold_lines: Optional[bool] = None
     show_labels_on_series: Optional[bool] = None
     show_legend: Optional[bool] = None
     show_percent_stack_view: Optional[bool] = None

From d964cbe45ae44ebfad8f7d3fd69bb5fe1fa9e8c6 Mon Sep 17 00:00:00 2001
From: timgl <tim@glsr.nl>
Date: Tue, 22 Oct 2024 11:56:24 +0100
Subject: [PATCH 04/14] perf: Speed up filtering persons pt 2 (#25718)

Co-authored-by: github-actions <41898282+github-actions[bot]@users.noreply.github.com>
---
 ...t_session_recording_list_from_filters.ambr |   96 +-
 frontend/src/queries/schema.json              |    7 -
 frontend/src/queries/schema.ts                |    2 -
 frontend/src/scenes/debug/Modifiers.tsx       |   33 +-
 mypy-baseline.txt                             |    5 -
 .../api/test/__snapshots__/test_query.ambr    |   34 +-
 posthog/hogql/ast.py                          |   12 +
 posthog/hogql/database/schema/persons.py      |  132 +-
 .../test/__snapshots__/test_persons.ambr      |  436 ++++
 .../test_session_replay_events.ambr           |   53 +-
 .../database/schema/test/test_persons.py      |  208 ++
 .../schema/test/test_session_replay_events.py |   21 -
 .../test_person_where_clause_extractor.py     |   44 +-
 .../schema/util/where_clause_extractor.py     |   70 +-
 posthog/hogql/modifiers.py                    |    7 -
 posthog/hogql/query.py                        |    4 +
 .../hogql/test/__snapshots__/test_query.ambr  |   66 +-
 posthog/hogql/test/test_modifiers.py          |   68 -
 posthog/hogql/test/test_printer.py            |  108 +-
 .../test/__snapshots__/test_lazy_tables.ambr  |   18 +-
 .../__snapshots__/test_property_types.ambr    |    6 +-
 ...actors_property_taxonomy_query_runner.ambr |   39 +-
 .../test/__snapshots__/test_funnel.ambr       |   92 +-
 .../test_funnel_correlation.ambr              |  310 ++-
 .../test_funnel_correlation_actors.ambr       |  115 +-
 .../test_funnel_correlation_actors_udf.ambr   |  242 +-
 .../test_funnel_correlation_udf.ambr          |  310 ++-
 .../test/__snapshots__/test_funnel_udf.ambr   |   92 +-
 .../test_insight_actors_query_runner.ambr     |  183 +-
 .../test_lifecycle_query_runner.ambr          |   16 +-
 .../test_paths_query_runner_ee.ambr           |  136 +-
 .../test_retention_query_runner.ambr          |   11 +-
 .../test/test_insight_actors_query_runner.py  |   35 +-
 .../test/__snapshots__/test_trends.ambr       |  414 ++-
 .../__snapshots__/test_trends_persons.ambr    |   10 -
 .../test_actors_query_runner.ambr             |   76 +
 .../test_error_tracking_query_runner.ambr     |  357 +--
 .../hogql_queries/test/test_query_runner.py   |    8 +-
 posthog/models/person/util.py                 |    2 +-
 posthog/schema.py                             |    8 -
 ...t_session_recording_list_from_filters.ambr |  254 +-
 .../session_recording_api.py                  |   39 +-
 .../test_session_recordings.ambr              | 2266 +++++++++--------
 43 files changed, 3407 insertions(+), 3038 deletions(-)
 create mode 100644 posthog/hogql/database/schema/test/__snapshots__/test_persons.ambr
 create mode 100644 posthog/hogql/database/schema/test/test_persons.py

diff --git a/ee/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr b/ee/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr
index c21b2882da6ed..165204b598715 100644
--- a/ee/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr
+++ b/ee/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr
@@ -61,12 +61,18 @@
                                                                                                                                                                                                                                                                                                                                                                                                                                                           GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                                                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                                                        LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_8)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___rgInternal, person.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_8)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___rgInternal
                                                                                                                                                                                                                                                                                                                                                                                                                                                           FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE equals(person.team_id, 2)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    (SELECT persons_where_optimization.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     FROM person AS persons_where_optimization
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT person.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, %(hogql_val_9)s), ''), 'null'), '^"|"$', ''), %(hogql_val_10)s), 0)))))
                                                                                                                                                                                                                                                                                                                                                                                                                                                           GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_9)s), person.version), plus(now64(6, %(hogql_val_10)s), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
-                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_11)s), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_12)s), now64(6, %(hogql_val_13)s)), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_14)s), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_15)s), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(equals(events__person.properties___rgInternal, %(hogql_val_16)s), 0))
+                                                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_11)s), person.version), plus(now64(6, %(hogql_val_12)s), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_13)s), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_14)s), now64(6, %(hogql_val_15)s)), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_16)s), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_17)s), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(equals(events__person.properties___rgInternal, %(hogql_val_18)s), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                                                        GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                                                        HAVING 1)))
   GROUP BY s.session_id
@@ -105,12 +111,18 @@
                                                                                                                                                                                                                                                                                                                                                                                                                                                           GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                                                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                                                        LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_8)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___rgInternal, person.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_8)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___rgInternal
                                                                                                                                                                                                                                                                                                                                                                                                                                                           FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE equals(person.team_id, 2)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    (SELECT persons_where_optimization.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     FROM person AS persons_where_optimization
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT person.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, %(hogql_val_9)s), ''), 'null'), '^"|"$', ''), %(hogql_val_10)s), 0)))))
                                                                                                                                                                                                                                                                                                                                                                                                                                                           GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_9)s), person.version), plus(now64(6, %(hogql_val_10)s), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
-                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_11)s), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_12)s), now64(6, %(hogql_val_13)s)), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_14)s), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_15)s), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(equals(events__person.properties___rgInternal, %(hogql_val_16)s), 0))
+                                                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_11)s), person.version), plus(now64(6, %(hogql_val_12)s), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_13)s), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_14)s), now64(6, %(hogql_val_15)s)), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_16)s), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_17)s), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(equals(events__person.properties___rgInternal, %(hogql_val_18)s), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                                                        GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                                                        HAVING 1)))
   GROUP BY s.session_id
@@ -539,14 +551,17 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, nullIf(nullIf(person.pmat_email, ''), 'null') AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(nullIf(nullIf(person.pmat_email, ''), 'null'), person.version) AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.pmat_email, ''), 'null'), 'bla'), 0)))))
+                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(equals(events__person.properties___email, 'bla'), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING 1)))
@@ -627,14 +642,17 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, nullIf(nullIf(person.pmat_email, ''), 'null') AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(nullIf(nullIf(person.pmat_email, ''), 'null'), person.version) AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.pmat_email, ''), 'null'), 'bla'), 0)))))
+                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(equals(events__person.properties___email, 'bla'), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING 1)))
@@ -715,14 +733,17 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, nullIf(nullIf(person.pmat_email, ''), 'null') AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(nullIf(nullIf(person.pmat_email, ''), 'null'), person.version) AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.pmat_email, ''), 'null'), 'bla'), 0)))))
+                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(equals(events__person.properties___email, 'bla'), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING 1)))
@@ -803,14 +824,17 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, nullIf(nullIf(person.pmat_email, ''), 'null') AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(nullIf(nullIf(person.pmat_email, ''), 'null'), person.version) AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.pmat_email, ''), 'null'), 'bla'), 0)))))
+                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(equals(events__person.properties___email, 'bla'), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING 1)))
diff --git a/frontend/src/queries/schema.json b/frontend/src/queries/schema.json
index c243cf67ba628..20a58c6d3d9fa 100644
--- a/frontend/src/queries/schema.json
+++ b/frontend/src/queries/schema.json
@@ -6533,13 +6533,6 @@
                     "enum": ["auto", "legacy_null_as_string", "legacy_null_as_null", "disabled"],
                     "type": "string"
                 },
-                "optimizeJoinedFilters": {
-                    "type": "boolean"
-                },
-                "personsArgMaxVersion": {
-                    "enum": ["auto", "v1", "v2"],
-                    "type": "string"
-                },
                 "personsJoinMode": {
                     "enum": ["inner", "left"],
                     "type": "string"
diff --git a/frontend/src/queries/schema.ts b/frontend/src/queries/schema.ts
index 92b6d52f251db..c8a898136bd39 100644
--- a/frontend/src/queries/schema.ts
+++ b/frontend/src/queries/schema.ts
@@ -227,10 +227,8 @@ export interface HogQLQueryModifiers {
         | 'person_id_no_override_properties_on_events'
         | 'person_id_override_properties_on_events'
         | 'person_id_override_properties_joined'
-    personsArgMaxVersion?: 'auto' | 'v1' | 'v2'
     inCohortVia?: 'auto' | 'leftjoin' | 'subquery' | 'leftjoin_conjoined'
     materializationMode?: 'auto' | 'legacy_null_as_string' | 'legacy_null_as_null' | 'disabled'
-    optimizeJoinedFilters?: boolean
     dataWarehouseEventsModifiers?: DataWarehouseEventsModifier[]
     debug?: boolean
     s3TableUseInvalidColumns?: boolean
diff --git a/frontend/src/scenes/debug/Modifiers.tsx b/frontend/src/scenes/debug/Modifiers.tsx
index ee4f0175a724c..b75c4a185a087 100644
--- a/frontend/src/scenes/debug/Modifiers.tsx
+++ b/frontend/src/scenes/debug/Modifiers.tsx
@@ -47,22 +47,7 @@ export function Modifiers<Q extends { response?: Record<string, any>; modifiers?
                     value={query.modifiers?.personsOnEventsMode ?? response?.modifiers?.personsOnEventsMode}
                 />
             </LemonLabel>
-            <LemonLabel className={labelClassName}>
-                <div>Persons ArgMax:</div>
-                <LemonSelect
-                    options={[
-                        { value: 'v1', label: 'V1' },
-                        { value: 'v2', label: 'V2' },
-                    ]}
-                    onChange={(value) =>
-                        setQuery({
-                            ...query,
-                            modifiers: { ...query.modifiers, personsArgMaxVersion: value },
-                        })
-                    }
-                    value={query.modifiers?.personsArgMaxVersion ?? response?.modifiers?.personsArgMaxVersion}
-                />
-            </LemonLabel>
+
             <LemonLabel className={labelClassName}>
                 <div>In Cohort Via:</div>
                 <LemonSelect
@@ -99,22 +84,6 @@ export function Modifiers<Q extends { response?: Record<string, any>; modifiers?
                     value={query.modifiers?.materializationMode ?? response?.modifiers?.materializationMode}
                 />
             </LemonLabel>
-            <LemonLabel className={labelClassName}>
-                <div>Optimize joined filters:</div>
-                <LemonSelect
-                    options={[
-                        { value: true, label: 'true' },
-                        { value: false, label: 'false' },
-                    ]}
-                    onChange={(value) =>
-                        setQuery({
-                            ...query,
-                            modifiers: { ...query.modifiers, optimizeJoinedFilters: value },
-                        })
-                    }
-                    value={query.modifiers?.optimizeJoinedFilters ?? response?.modifiers?.optimizeJoinedFilters}
-                />
-            </LemonLabel>
             <LemonLabel className={labelClassName}>
                 <div>Property Groups:</div>
                 <LemonSelect
diff --git a/mypy-baseline.txt b/mypy-baseline.txt
index ae7bf250f3f0a..941fd0d61f403 100644
--- a/mypy-baseline.txt
+++ b/mypy-baseline.txt
@@ -527,11 +527,6 @@ posthog/hogql/test/test_modifiers.py:0: error: Unsupported right operand type fo
 posthog/hogql/test/test_modifiers.py:0: error: Unsupported right operand type for in ("str | None")  [operator]
 posthog/hogql/test/test_modifiers.py:0: error: Unsupported right operand type for in ("str | None")  [operator]
 posthog/hogql/test/test_modifiers.py:0: error: Unsupported right operand type for in ("str | None")  [operator]
-posthog/hogql/test/test_modifiers.py:0: error: Unsupported right operand type for in ("str | None")  [operator]
-posthog/hogql/test/test_modifiers.py:0: error: Unsupported right operand type for in ("str | None")  [operator]
-posthog/hogql/test/test_modifiers.py:0: error: Unsupported right operand type for in ("str | None")  [operator]
-posthog/hogql/test/test_modifiers.py:0: error: Unsupported right operand type for in ("str | None")  [operator]
-posthog/hogql/test/test_modifiers.py:0: error: Unsupported right operand type for in ("str | None")  [operator]
 posthog/hogql/test/_test_parser.py:0: error: Invalid base class  [misc]
 posthog/hogql/test/_test_parser.py:0: error: Argument "table" to "JoinExpr" has incompatible type "Placeholder"; expected "SelectQuery | SelectUnionQuery | Field | None"  [arg-type]
 posthog/hogql/test/_test_parser.py:0: error: Item "None" of "JoinExpr | None" has no attribute "table"  [union-attr]
diff --git a/posthog/api/test/__snapshots__/test_query.ambr b/posthog/api/test/__snapshots__/test_query.ambr
index 518e9e738aa7f..7c557860a925b 100644
--- a/posthog/api/test/__snapshots__/test_query.ambr
+++ b/posthog/api/test/__snapshots__/test_query.ambr
@@ -442,14 +442,17 @@
      HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
   LEFT JOIN
     (SELECT person.id AS id,
-            replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
+            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
      FROM person
-     WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                      (SELECT person.id AS id, max(person.version) AS version
-                                                       FROM person
-                                                       WHERE equals(person.team_id, 2)
-                                                       GROUP BY person.id
-                                                       HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+     WHERE and(equals(person.team_id, 2), in(person.id,
+                                               (SELECT persons_where_optimization.id AS id
+                                                FROM person AS persons_where_optimization
+                                                WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                 (SELECT person.id AS id
+                                                                                                                  FROM person
+                                                                                                                  WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), 'tom@posthog.com'), 0)))))
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
   WHERE and(equals(events.team_id, 2), ifNull(equals(events__person.properties___email, 'tom@posthog.com'), 0), less(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-01-10 12:14:05.000000', 6, 'UTC')), greater(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-01-09 12:14:00.000000', 6, 'UTC')))
   ORDER BY events.event ASC
   LIMIT 101
@@ -480,14 +483,17 @@
      HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
   LEFT JOIN
     (SELECT person.id AS id,
-            nullIf(nullIf(person.pmat_email, ''), 'null') AS properties___email
+            argMax(nullIf(nullIf(person.pmat_email, ''), 'null'), person.version) AS properties___email
      FROM person
-     WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                      (SELECT person.id AS id, max(person.version) AS version
-                                                       FROM person
-                                                       WHERE equals(person.team_id, 2)
-                                                       GROUP BY person.id
-                                                       HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+     WHERE and(equals(person.team_id, 2), in(person.id,
+                                               (SELECT persons_where_optimization.id AS id
+                                                FROM person AS persons_where_optimization
+                                                WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                 (SELECT person.id AS id
+                                                                                                                  FROM person
+                                                                                                                  WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.pmat_email, ''), 'null'), 'tom@posthog.com'), 0)))))
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
   WHERE and(equals(events.team_id, 2), ifNull(equals(events__person.properties___email, 'tom@posthog.com'), 0), less(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-01-10 12:14:05.000000', 6, 'UTC')), greater(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-01-09 12:14:00.000000', 6, 'UTC')))
   ORDER BY events.event ASC
   LIMIT 101
diff --git a/posthog/hogql/ast.py b/posthog/hogql/ast.py
index d52330f435265..d562c27bce848 100644
--- a/posthog/hogql/ast.py
+++ b/posthog/hogql/ast.py
@@ -631,6 +631,18 @@ class CompareOperationOp(StrEnum):
     NotIRegex = "!~*"
 
 
+NEGATED_COMPARE_OPS: list[CompareOperationOp] = [
+    CompareOperationOp.NotEq,
+    CompareOperationOp.NotLike,
+    CompareOperationOp.NotILike,
+    CompareOperationOp.NotIn,
+    CompareOperationOp.GlobalNotIn,
+    CompareOperationOp.NotInCohort,
+    CompareOperationOp.NotRegex,
+    CompareOperationOp.NotIRegex,
+]
+
+
 @dataclass(kw_only=True)
 class CompareOperation(Expr):
     left: Expr
diff --git a/posthog/hogql/database/schema/persons.py b/posthog/hogql/database/schema/persons.py
index 0b0747593b7a7..47a3d00650a7e 100644
--- a/posthog/hogql/database/schema/persons.py
+++ b/posthog/hogql/database/schema/persons.py
@@ -5,7 +5,6 @@
 from posthog.hogql.base import Expr
 from posthog.hogql.constants import HogQLQuerySettings
 from posthog.hogql.context import HogQLContext
-from posthog.hogql.database.argmax import argmax_select
 from posthog.hogql.database.models import (
     BooleanDatabaseField,
     DateTimeDatabaseField,
@@ -24,7 +23,6 @@
 from posthog.hogql.errors import ResolutionError
 from posthog.hogql.visitor import clone_expr
 from posthog.models.organization import Organization
-from posthog.schema import PersonsArgMaxVersion
 
 PERSONS_FIELDS: dict[str, FieldOrTable] = {
     "id": StringDatabaseField(name="id"),
@@ -46,72 +44,75 @@ def select_from_persons_table(
     node: SelectQuery,
     *,
     filter: Optional[Expr] = None,
+    is_join: Optional[bool] = None,
 ):
-    version = context.modifiers.personsArgMaxVersion
-    if version == PersonsArgMaxVersion.AUTO:
-        version = PersonsArgMaxVersion.V1
-        # If selecting properties, use the faster v2 query. Otherwise, v1 is faster.
-        for field_chain in join_or_table.fields_accessed.values():
-            if field_chain[0] == "properties":
-                version = PersonsArgMaxVersion.V2
-                break
-
-    if version == PersonsArgMaxVersion.V2:
-        from posthog.hogql import ast
-        from posthog.hogql.parser import parse_select
-
-        select = cast(
+    from posthog.hogql import ast
+    from posthog.hogql.parser import parse_select
+
+    select = cast(
+        ast.SelectQuery,
+        parse_select(
+            """
+            SELECT id
+            FROM raw_persons
+            GROUP BY id
+            HAVING equals(argMax(raw_persons.is_deleted, raw_persons.version), 0)
+            AND argMax(raw_persons.created_at, raw_persons.version) < now() + interval 1 day
+        """
+        ),
+    )
+    select.settings = HogQLQuerySettings(optimize_aggregation_in_order=True)
+
+    # This bit optimizes the query by first selecting all IDs for all persons (regardless of whether it's the latest version), and only then aggregating the results
+    # We only do this if there are where clauses, _and_ WhereClauseExtractor can extract them
+    if node.where:
+        inner_select = cast(
             ast.SelectQuery,
             parse_select(
                 """
-            SELECT id FROM raw_persons WHERE (id, version) IN (
-               SELECT id, max(version) as version
-               FROM raw_persons
-               GROUP BY id
-               HAVING equals(argMax(raw_persons.is_deleted, raw_persons.version), 0)
-               AND argMax(raw_persons.created_at, raw_persons.version) < now() + interval 1 day
-            )
+            SELECT id
+            FROM raw_persons as persons_where_optimization
+            WHERE
+                -- Much faster to pre-select out any deleted persons than doing it in aggregation
+                -- This is correct because there are no instances where we'd un-delete a person (ie there are no cases where one version has is_deleted=1 and a later version has is_deleted = 0)
+                id NOT IN (select id from raw_persons where is_deleted = 1)
             """
             ),
         )
-        select.settings = HogQLQuerySettings(optimize_aggregation_in_order=True)
-        if filter is not None:
-            cast(ast.SelectQuery, cast(ast.CompareOperation, select.where).right).where = filter
-
-        for field_name, field_chain in join_or_table.fields_accessed.items():
-            # We need to always select the 'id' field for the join constraint. The field name here is likely to
-            # be "persons__id" if anything, but just in case, let's avoid duplicates.
-            if field_name != "id":
-                select.select.append(
-                    ast.Alias(
-                        alias=field_name,
-                        expr=ast.Field(chain=field_chain),
-                    )
-                )
-    else:
-        select = argmax_select(
-            table_name="raw_persons",
-            select_fields=join_or_table.fields_accessed,
-            group_fields=["id"],
-            argmax_field="version",
-            deleted_field="is_deleted",
-            timestamp_field_to_clamp="created_at",
-        )
-        select.settings = HogQLQuerySettings(optimize_aggregation_in_order=True)
-        if filter is not None:
-            if select.where:
-                select.where = And(exprs=[select.where, filter])
-            else:
-                select.where = filter
-
-    if context.modifiers.optimizeJoinedFilters:
-        extractor = WhereClauseExtractor(context)
+        extractor = WhereClauseExtractor(context, is_join=is_join)
         extractor.add_local_tables(join_or_table)
         where = extractor.get_inner_where(node)
-        if where and select.where:
-            select.where = And(exprs=[select.where, where])
-        elif where:
-            select.where = where
+
+        if where and inner_select.where:
+            inner_select.where = ast.And(exprs=[inner_select.where, where])
+            select.where = ast.And(
+                exprs=[
+                    ast.CompareOperation(
+                        left=ast.Field(chain=["id"]), right=inner_select, op=ast.CompareOperationOp.In
+                    ),
+                ]
+            )
+    if filter is not None:
+        if select.where:
+            cast(ast.SelectQuery, cast(ast.CompareOperation, select.where).right).where = ast.And(
+                exprs=[select.where, filter]
+            )
+        else:
+            select.where = filter
+
+    for field_name, field_chain in join_or_table.fields_accessed.items():
+        # We need to always select the 'id' field for the join constraint. The field name here is likely to
+        # be "persons__id" if anything, but just in case, let's avoid duplicates.
+        if field_name != "id":
+            select.select.append(
+                ast.Alias(
+                    alias=field_name,
+                    expr=ast.Call(
+                        name="argMax",
+                        args=[ast.Field(chain=["raw_persons", *field_chain]), ast.Field(chain=["version"])],
+                    ),
+                )
+            )
 
     return select
 
@@ -125,7 +126,7 @@ def join_with_persons_table(
 
     if not join_to_add.fields_accessed:
         raise ResolutionError("No fields requested from persons table")
-    join_expr = ast.JoinExpr(table=select_from_persons_table(join_to_add, context, node))
+    join_expr = ast.JoinExpr(table=select_from_persons_table(join_to_add, context, node, is_join=True))
 
     organization: Organization = context.team.organization if context.team else None
     # TODO: @raquelmsmith: Remove flag check and use left join for all once deletes are caught up
@@ -224,9 +225,16 @@ def create_new_table_with_filter(self, join: JoinExpr) -> Self:
         return self
 
     def lazy_select(self, table_to_add: LazyTableToAdd, context, node):
+        # assume that if the select_from is not persons table we're doing a join
+        try:
+            is_join = not isinstance(node.select_from.type.table, PersonsTable)
+        except AttributeError:
+            is_join = False
         if self.filter is not None:
-            return select_from_persons_table(table_to_add, context, node, filter=clone_expr(self.filter, True))
-        return select_from_persons_table(table_to_add, context, node)
+            return select_from_persons_table(
+                table_to_add, context, node, filter=clone_expr(self.filter, True), is_join=is_join
+            )
+        return select_from_persons_table(table_to_add, context, node, is_join=is_join)
 
     def to_printed_clickhouse(self, context):
         return "person"
diff --git a/posthog/hogql/database/schema/test/__snapshots__/test_persons.ambr b/posthog/hogql/database/schema/test/__snapshots__/test_persons.ambr
new file mode 100644
index 0000000000000..895f7d27f5942
--- /dev/null
+++ b/posthog/hogql/database/schema/test/__snapshots__/test_persons.ambr
@@ -0,0 +1,436 @@
+# serializer version: 1
+# name: TestPersonOptimization.test_alias
+  '''
+  SELECT an_alias.id AS id,
+         an_alias.properties___email AS email
+  FROM
+    (SELECT person.id AS id,
+            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email,
+            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`
+     FROM person
+     WHERE equals(person.team_id, 2)
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS an_alias
+  WHERE ifNull(equals(an_alias.`properties___$some_prop`, 'something'), 0)
+  LIMIT 100 SETTINGS readonly=2,
+                     max_execution_time=60,
+                     allow_experimental_object_type=1,
+                     format_csv_allow_double_quotes=0,
+                     max_ast_elements=4000000,
+                     max_expanded_ast_elements=4000000,
+                     max_bytes_before_external_group_by=0
+  '''
+# ---
+# name: TestPersonOptimization.test_array_filter
+  '''
+  SELECT persons.id AS id,
+         persons.properties AS properties
+  FROM
+    (SELECT person.id AS id,
+            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`,
+            argMax(person.properties, person.version) AS properties
+     FROM person
+     WHERE and(equals(person.team_id, 2), in(person.id,
+                                               (SELECT persons_where_optimization.id AS id
+                                                FROM person AS persons_where_optimization
+                                                WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                 (SELECT person.id AS id
+                                                                                                                  FROM person
+                                                                                                                  WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(in(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), ['something']), 0)))))
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
+  WHERE ifNull(in(persons.`properties___$some_prop`, ['something']), 0)
+  LIMIT 100 SETTINGS readonly=2,
+                     max_execution_time=60,
+                     allow_experimental_object_type=1,
+                     format_csv_allow_double_quotes=0,
+                     max_ast_elements=4000000,
+                     max_expanded_ast_elements=4000000,
+                     max_bytes_before_external_group_by=0
+  '''
+# ---
+# name: TestPersonOptimization.test_events_filter
+  '''
+  SELECT replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, 'email'), ''), 'null'), '^"|"$', '') AS email
+  FROM events
+  LEFT OUTER JOIN
+    (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+            person_distinct_id_overrides.distinct_id AS distinct_id
+     FROM person_distinct_id_overrides
+     WHERE equals(person_distinct_id_overrides.team_id, 2)
+     GROUP BY person_distinct_id_overrides.distinct_id
+     HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
+  LEFT JOIN
+    (SELECT person.id AS id,
+            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`
+     FROM person
+     WHERE and(equals(person.team_id, 2), in(person.id,
+                                               (SELECT persons_where_optimization.id AS id
+                                                FROM person AS persons_where_optimization
+                                                WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                 (SELECT person.id AS id
+                                                                                                                  FROM person
+                                                                                                                  WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), 'something'), 0)))))
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+  WHERE and(equals(events.team_id, 2), ifNull(equals(events__person.`properties___$some_prop`, 'something'), 0))
+  LIMIT 100 SETTINGS readonly=2,
+                     max_execution_time=60,
+                     allow_experimental_object_type=1,
+                     format_csv_allow_double_quotes=0,
+                     max_ast_elements=4000000,
+                     max_expanded_ast_elements=4000000,
+                     max_bytes_before_external_group_by=0
+  '''
+# ---
+# name: TestPersonOptimization.test_join
+  '''
+  SELECT persons.id AS id,
+         persons.properties___email AS email
+  FROM
+    (SELECT person.id AS id,
+            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email,
+            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`,
+            argMax(person.id, person.version) AS persons___id
+     FROM person
+     WHERE and(equals(person.team_id, 2), in(person.id,
+                                               (SELECT persons_where_optimization.id AS id
+                                                FROM person AS persons_where_optimization
+                                                WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                 (SELECT person.id AS id
+                                                                                                                  FROM person
+                                                                                                                  WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), 'something'), 0)))))
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
+  LEFT JOIN
+    (SELECT argMax(person_distinct_id2.person_id, person_distinct_id2.version) AS person_id,
+            person_distinct_id2.distinct_id AS distinct_id
+     FROM person_distinct_id2
+     WHERE equals(person_distinct_id2.team_id, 2)
+     GROUP BY person_distinct_id2.distinct_id
+     HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS persons__pdi ON equals(persons.persons___id, persons__pdi.person_id)
+  WHERE and(ifNull(equals(persons.`properties___$some_prop`, 'something'), 0), ifNull(equals(persons__pdi.distinct_id, '1'), 0))
+  LIMIT 100 SETTINGS readonly=2,
+                     max_execution_time=60,
+                     allow_experimental_object_type=1,
+                     format_csv_allow_double_quotes=0,
+                     max_ast_elements=4000000,
+                     max_expanded_ast_elements=4000000,
+                     max_bytes_before_external_group_by=0
+  '''
+# ---
+# name: TestPersonOptimization.test_join.1
+  '''
+  SELECT persons.id AS id,
+         persons.properties___email AS email
+  FROM
+    (SELECT person.id AS id,
+            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email,
+            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`,
+            argMax(person.id, person.version) AS persons___id
+     FROM person
+     WHERE and(equals(person.team_id, 2), in(person.id,
+                                               (SELECT persons_where_optimization.id AS id
+                                                FROM person AS persons_where_optimization
+                                                WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                 (SELECT person.id AS id
+                                                                                                                  FROM person
+                                                                                                                  WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), or(ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), 'something'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), 'whatevs'), 0))))))
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
+  LEFT JOIN
+    (SELECT argMax(person_distinct_id2.person_id, person_distinct_id2.version) AS person_id,
+            person_distinct_id2.distinct_id AS distinct_id
+     FROM person_distinct_id2
+     WHERE equals(person_distinct_id2.team_id, 2)
+     GROUP BY person_distinct_id2.distinct_id
+     HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS persons__pdi ON equals(persons.persons___id, persons__pdi.person_id)
+  WHERE or(and(ifNull(equals(persons.`properties___$some_prop`, 'something'), 0), ifNull(equals(persons__pdi.distinct_id, '1'), 0)), ifNull(equals(persons.`properties___$some_prop`, 'whatevs'), 0))
+  LIMIT 100 SETTINGS readonly=2,
+                     max_execution_time=60,
+                     allow_experimental_object_type=1,
+                     format_csv_allow_double_quotes=0,
+                     max_ast_elements=4000000,
+                     max_expanded_ast_elements=4000000,
+                     max_bytes_before_external_group_by=0
+  '''
+# ---
+# name: TestPersonOptimization.test_left_join_with_negation
+  '''
+  SELECT persons.id AS id,
+         persons.`properties___$some_prop` AS `$some_prop`
+  FROM events
+  LEFT OUTER JOIN
+    (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+            person_distinct_id_overrides.distinct_id AS distinct_id
+     FROM person_distinct_id_overrides
+     WHERE equals(person_distinct_id_overrides.team_id, 2)
+     GROUP BY person_distinct_id_overrides.distinct_id
+     HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
+  LEFT JOIN
+    (SELECT person.id AS id,
+            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`
+     FROM person
+     WHERE equals(person.team_id, 2)
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), persons.id)
+  WHERE and(equals(events.team_id, 2), ifNull(notEquals(persons.`properties___$some_prop`, 'something'), 1))
+  LIMIT 100 SETTINGS readonly=2,
+                     max_execution_time=60,
+                     allow_experimental_object_type=1,
+                     format_csv_allow_double_quotes=0,
+                     max_ast_elements=4000000,
+                     max_expanded_ast_elements=4000000,
+                     max_bytes_before_external_group_by=0
+  '''
+# ---
+# name: TestPersonOptimization.test_left_join_with_negation.1
+  '''
+  SELECT persons.id AS id,
+         persons.`properties___$some_prop` AS `$some_prop`
+  FROM events
+  LEFT OUTER JOIN
+    (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+            person_distinct_id_overrides.distinct_id AS distinct_id
+     FROM person_distinct_id_overrides
+     WHERE equals(person_distinct_id_overrides.team_id, 2)
+     GROUP BY person_distinct_id_overrides.distinct_id
+     HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
+  LEFT JOIN
+    (SELECT person.id AS id,
+            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`
+     FROM person
+     WHERE equals(person.team_id, 2)
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), persons.id)
+  WHERE and(equals(events.team_id, 2), ifNull(notEquals(persons.`properties___$some_prop`, 'something'), 1))
+  LIMIT 100 SETTINGS readonly=2,
+                     max_execution_time=60,
+                     allow_experimental_object_type=1,
+                     format_csv_allow_double_quotes=0,
+                     max_ast_elements=4000000,
+                     max_expanded_ast_elements=4000000,
+                     max_bytes_before_external_group_by=0
+  '''
+# ---
+# name: TestPersonOptimization.test_left_join_with_negation.2
+  '''
+  SELECT persons.id AS id,
+         persons.`properties___$some_prop` AS `$some_prop`
+  FROM events
+  LEFT OUTER JOIN
+    (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+            person_distinct_id_overrides.distinct_id AS distinct_id
+     FROM person_distinct_id_overrides
+     WHERE equals(person_distinct_id_overrides.team_id, 2)
+     GROUP BY person_distinct_id_overrides.distinct_id
+     HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
+  LEFT JOIN
+    (SELECT person.id AS id,
+            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`
+     FROM person
+     WHERE equals(person.team_id, 2)
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), persons.id)
+  WHERE and(equals(events.team_id, 2), ifNull(not(match(persons.`properties___$some_prop`, '^something$')), isNotNull(persons.`properties___$some_prop`)
+                                              or isNotNull('^something$')))
+  LIMIT 100 SETTINGS readonly=2,
+                     max_execution_time=60,
+                     allow_experimental_object_type=1,
+                     format_csv_allow_double_quotes=0,
+                     max_ast_elements=4000000,
+                     max_expanded_ast_elements=4000000,
+                     max_bytes_before_external_group_by=0
+  '''
+# ---
+# name: TestPersonOptimization.test_left_join_with_negation.3
+  '''
+  SELECT persons.id AS id,
+         persons.`properties___$some_prop` AS `$some_prop`
+  FROM events
+  LEFT OUTER JOIN
+    (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+            person_distinct_id_overrides.distinct_id AS distinct_id
+     FROM person_distinct_id_overrides
+     WHERE equals(person_distinct_id_overrides.team_id, 2)
+     GROUP BY person_distinct_id_overrides.distinct_id
+     HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
+  LEFT JOIN
+    (SELECT person.id AS id,
+            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`
+     FROM person
+     WHERE equals(person.team_id, 2)
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), persons.id)
+  WHERE and(equals(events.team_id, 2), not(ifNull(equals(persons.`properties___$some_prop`, 'something'), 0)))
+  LIMIT 100 SETTINGS readonly=2,
+                     max_execution_time=60,
+                     allow_experimental_object_type=1,
+                     format_csv_allow_double_quotes=0,
+                     max_ast_elements=4000000,
+                     max_expanded_ast_elements=4000000,
+                     max_bytes_before_external_group_by=0
+  '''
+# ---
+# name: TestPersonOptimization.test_left_join_with_negation.4
+  '''
+  SELECT persons.id AS id,
+         persons.`properties___$some_prop` AS `$some_prop`
+  FROM events
+  LEFT OUTER JOIN
+    (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+            person_distinct_id_overrides.distinct_id AS distinct_id
+     FROM person_distinct_id_overrides
+     WHERE equals(person_distinct_id_overrides.team_id, 2)
+     GROUP BY person_distinct_id_overrides.distinct_id
+     HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
+  LEFT JOIN
+    (SELECT person.id AS id,
+            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`
+     FROM person
+     WHERE equals(person.team_id, 2)
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), persons.id)
+  WHERE and(equals(events.team_id, 2), not(ifNull(equals(persons.`properties___$some_prop`, 'something'), 0)))
+  LIMIT 100 SETTINGS readonly=2,
+                     max_execution_time=60,
+                     allow_experimental_object_type=1,
+                     format_csv_allow_double_quotes=0,
+                     max_ast_elements=4000000,
+                     max_expanded_ast_elements=4000000,
+                     max_bytes_before_external_group_by=0
+  '''
+# ---
+# name: TestPersonOptimization.test_limit_and_order_by
+  '''
+  SELECT persons.id AS id,
+         persons.`properties___$some_prop` AS `$some_prop`
+  FROM
+    (SELECT person.id AS id,
+            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`,
+            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+     FROM person
+     WHERE equals(person.team_id, 2)
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
+  ORDER BY persons.created_at ASC
+  LIMIT 3 SETTINGS readonly=2,
+                   max_execution_time=60,
+                   allow_experimental_object_type=1,
+                   format_csv_allow_double_quotes=0,
+                   max_ast_elements=4000000,
+                   max_expanded_ast_elements=4000000,
+                   max_bytes_before_external_group_by=0
+  '''
+# ---
+# name: TestPersonOptimization.test_limit_and_order_by.1
+  '''
+  SELECT persons.id AS id,
+         persons.`properties___$some_prop` AS `$some_prop`
+  FROM
+    (SELECT person.id AS id,
+            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`,
+            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+     FROM person
+     WHERE equals(person.team_id, 2)
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
+  ORDER BY persons.created_at ASC
+  LIMIT 2
+  OFFSET 1 SETTINGS readonly=2,
+                    max_execution_time=60,
+                    allow_experimental_object_type=1,
+                    format_csv_allow_double_quotes=0,
+                    max_ast_elements=4000000,
+                    max_expanded_ast_elements=4000000,
+                    max_bytes_before_external_group_by=0
+  '''
+# ---
+# name: TestPersonOptimization.test_simple_filter
+  '''
+  SELECT persons.id AS id,
+         persons.properties AS properties
+  FROM
+    (SELECT person.id AS id,
+            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`,
+            argMax(person.properties, person.version) AS properties
+     FROM person
+     WHERE and(equals(person.team_id, 2), in(person.id,
+                                               (SELECT persons_where_optimization.id AS id
+                                                FROM person AS persons_where_optimization
+                                                WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                 (SELECT person.id AS id
+                                                                                                                  FROM person
+                                                                                                                  WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), 'something'), 0)))))
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
+  WHERE ifNull(equals(persons.`properties___$some_prop`, 'something'), 0)
+  LIMIT 100 SETTINGS readonly=2,
+                     max_execution_time=60,
+                     allow_experimental_object_type=1,
+                     format_csv_allow_double_quotes=0,
+                     max_ast_elements=4000000,
+                     max_expanded_ast_elements=4000000,
+                     max_bytes_before_external_group_by=0
+  '''
+# ---
+# name: TestPersonOptimization.test_subquery_alias
+  '''
+  SELECT source.person_id AS person_id,
+         persons.id AS id
+  FROM
+    (SELECT if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id) AS person_id
+     FROM events
+     LEFT OUTER JOIN
+       (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+               person_distinct_id_overrides.distinct_id AS distinct_id
+        FROM person_distinct_id_overrides
+        WHERE equals(person_distinct_id_overrides.team_id, 2)
+        GROUP BY person_distinct_id_overrides.distinct_id
+        HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
+     WHERE equals(events.team_id, 2)) AS source
+  INNER JOIN
+    (SELECT person.id AS id,
+            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`
+     FROM person
+     WHERE and(equals(person.team_id, 2), in(person.id,
+                                               (SELECT persons_where_optimization.id AS id
+                                                FROM person AS persons_where_optimization
+                                                WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                 (SELECT person.id AS id
+                                                                                                                  FROM person
+                                                                                                                  WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(notEquals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), 'something'), 1)))))
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(source.person_id, persons.id)
+  WHERE ifNull(notEquals(persons.`properties___$some_prop`, 'something'), 1)
+  LIMIT 100 SETTINGS readonly=2,
+                     max_execution_time=60,
+                     allow_experimental_object_type=1,
+                     format_csv_allow_double_quotes=0,
+                     max_ast_elements=4000000,
+                     max_expanded_ast_elements=4000000,
+                     max_bytes_before_external_group_by=0
+  '''
+# ---
+# name: TestPersonOptimization.test_versions_handled_correctly
+  '''
+  SELECT persons.id AS id,
+         persons.`properties___$some_prop` AS `$some_prop`
+  FROM
+    (SELECT person.id AS id,
+            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`,
+            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+     FROM person
+     WHERE equals(person.team_id, 2)
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
+  ORDER BY persons.created_at ASC
+  LIMIT 100 SETTINGS readonly=2,
+                     max_execution_time=60,
+                     allow_experimental_object_type=1,
+                     format_csv_allow_double_quotes=0,
+                     max_ast_elements=4000000,
+                     max_expanded_ast_elements=4000000,
+                     max_bytes_before_external_group_by=0
+  '''
+# ---
diff --git a/posthog/hogql/database/schema/test/__snapshots__/test_session_replay_events.ambr b/posthog/hogql/database/schema/test/__snapshots__/test_session_replay_events.ambr
index aa990fe2c7b66..ac17c9db9f049 100644
--- a/posthog/hogql/database/schema/test/__snapshots__/test_session_replay_events.ambr
+++ b/posthog/hogql/database/schema/test/__snapshots__/test_session_replay_events.ambr
@@ -188,14 +188,17 @@
      WHERE equals(events.team_id, 2)) AS raw_session_replay_events__events ON equals(session_replay_events.session_id, raw_session_replay_events__events.`$session_id`)
   LEFT JOIN
     (SELECT person.id AS id,
-            replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'person_property'), ''), 'null'), '^"|"$', '') AS properties___person_property
+            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'person_property'), ''), 'null'), '^"|"$', ''), person.version) AS properties___person_property
      FROM person
-     WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                      (SELECT person.id AS id, max(person.version) AS version
-                                                       FROM person
-                                                       WHERE equals(person.team_id, 2)
-                                                       GROUP BY person.id
-                                                       HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS raw_session_replay_events__events__person ON equals(raw_session_replay_events__events.raw_session_replay_events__events___person_id, raw_session_replay_events__events__person.id)
+     WHERE and(equals(person.team_id, 2), in(person.id,
+                                               (SELECT persons_where_optimization.id AS id
+                                                FROM person AS persons_where_optimization
+                                                WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                 (SELECT person.id AS id
+                                                                                                                  FROM person
+                                                                                                                  WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(ifNull(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'person_property'), ''), 'null'), '^"|"$', ''), 'false'), 'true'), 0)))))
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS raw_session_replay_events__events__person ON equals(raw_session_replay_events__events.raw_session_replay_events__events___person_id, raw_session_replay_events__events__person.id)
   WHERE and(equals(session_replay_events.team_id, 2), ifNull(equals(ifNull(raw_session_replay_events__events__person.properties___person_property, 'false'), 'true'), 0))
   ORDER BY session_replay_events.session_id ASC
   LIMIT 100 SETTINGS readonly=2,
@@ -244,7 +247,13 @@
   LEFT JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE equals(person.team_id, 2)
+     WHERE and(equals(person.team_id, 2), in(person.id,
+                                               (SELECT persons_where_optimization.id AS id
+                                                FROM person AS persons_where_optimization
+                                                WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                 (SELECT person.id AS id
+                                                                                                                  FROM person
+                                                                                                                  WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), equals(persons_where_optimization.id, toUUIDOrNull('00000000-0000-4000-8000-000000000000'))))))
      GROUP BY person.id
      HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS raw_session_replay_events__pdi__person ON equals(raw_session_replay_events__pdi.raw_session_replay_events__pdi___person_id, raw_session_replay_events__pdi__person.id)
   WHERE and(equals(session_replay_events.team_id, 2), ifNull(equals(raw_session_replay_events__pdi__person.id, toUUIDOrNull('00000000-0000-4000-8000-000000000000')), 0))
@@ -273,14 +282,11 @@
      HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS raw_session_replay_events__pdi ON equals(session_replay_events.distinct_id, raw_session_replay_events__pdi.distinct_id)
   LEFT JOIN
     (SELECT person.id AS id,
-            replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'person_property'), ''), 'null'), '^"|"$', '') AS properties___person_property
+            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'person_property'), ''), 'null'), '^"|"$', ''), person.version) AS properties___person_property
      FROM person
-     WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                      (SELECT person.id AS id, max(person.version) AS version
-                                                       FROM person
-                                                       WHERE equals(person.team_id, 2)
-                                                       GROUP BY person.id
-                                                       HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS raw_session_replay_events__pdi__person ON equals(raw_session_replay_events__pdi.raw_session_replay_events__pdi___person_id, raw_session_replay_events__pdi__person.id)
+     WHERE equals(person.team_id, 2)
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS raw_session_replay_events__pdi__person ON equals(raw_session_replay_events__pdi.raw_session_replay_events__pdi___person_id, raw_session_replay_events__pdi__person.id)
   WHERE equals(session_replay_events.team_id, 2)
   GROUP BY session_replay_events.session_id
   ORDER BY session_replay_events.session_id ASC
@@ -308,14 +314,17 @@
      HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS raw_session_replay_events__pdi ON equals(session_replay_events.distinct_id, raw_session_replay_events__pdi.distinct_id)
   LEFT JOIN
     (SELECT person.id AS id,
-            replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'person_property'), ''), 'null'), '^"|"$', '') AS properties___person_property
+            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'person_property'), ''), 'null'), '^"|"$', ''), person.version) AS properties___person_property
      FROM person
-     WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                      (SELECT person.id AS id, max(person.version) AS version
-                                                       FROM person
-                                                       WHERE equals(person.team_id, 2)
-                                                       GROUP BY person.id
-                                                       HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'person_property'), ''), 'null'), '^"|"$', ''), 'true'), 0)) SETTINGS optimize_aggregation_in_order=1) AS raw_session_replay_events__pdi__person ON equals(raw_session_replay_events__pdi.raw_session_replay_events__pdi___person_id, raw_session_replay_events__pdi__person.id)
+     WHERE and(equals(person.team_id, 2), in(person.id,
+                                               (SELECT persons_where_optimization.id AS id
+                                                FROM person AS persons_where_optimization
+                                                WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                 (SELECT person.id AS id
+                                                                                                                  FROM person
+                                                                                                                  WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'person_property'), ''), 'null'), '^"|"$', ''), 'true'), 0)))))
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS raw_session_replay_events__pdi__person ON equals(raw_session_replay_events__pdi.raw_session_replay_events__pdi___person_id, raw_session_replay_events__pdi__person.id)
   WHERE and(equals(session_replay_events.team_id, 2), ifNull(equals(raw_session_replay_events__pdi__person.properties___person_property, 'true'), 0))
   GROUP BY session_replay_events.session_id
   ORDER BY session_replay_events.session_id ASC
diff --git a/posthog/hogql/database/schema/test/test_persons.py b/posthog/hogql/database/schema/test/test_persons.py
new file mode 100644
index 0000000000000..4cb7640830ba2
--- /dev/null
+++ b/posthog/hogql/database/schema/test/test_persons.py
@@ -0,0 +1,208 @@
+from posthog.hogql.parser import parse_select
+from posthog.hogql.query import execute_hogql_query
+from posthog.test.base import (
+    APIBaseTest,
+    ClickhouseTestMixin,
+    _create_person,
+    _create_event,
+    snapshot_clickhouse_queries,
+)
+from posthog.models.person.util import create_person
+from datetime import datetime
+
+
+class TestPersonOptimization(ClickhouseTestMixin, APIBaseTest):
+    """
+    Mostly tests for the optimization of pre-filtering before aggregating. See https://github.com/PostHog/posthog/pull/25604
+    """
+
+    def setUp(self):
+        super().setUp()
+        self.first_person = _create_person(
+            team_id=self.team.pk,
+            distinct_ids=["1"],
+            properties={"$some_prop": "something", "$another_prop": "something1"},
+            created_at=datetime(2024, 1, 1, 12),
+        )
+        self.second_person = _create_person(
+            team_id=self.team.pk,
+            properties={"$some_prop": "ifwematcholdversionsthiswillmatch", "$another_prop": "something2"},
+            distinct_ids=["2"],
+            version=1,
+            created_at=datetime(2024, 1, 1, 13),
+        )
+        # update second_person with the correct prop
+        create_person(
+            team_id=self.team.pk,
+            uuid=str(self.second_person.uuid),
+            properties={"$some_prop": "something", "$another_prop": "something2"},
+            created_at=datetime(2024, 1, 1, 13),
+            version=2,
+        )
+        self.third_person = _create_person(
+            team_id=self.team.pk,
+            distinct_ids=["3"],
+            properties={"$some_prop": "not something", "$another_prop": "something3"},
+            created_at=datetime(2024, 1, 1, 14),
+        )
+        # deleted
+        self.deleted_person = _create_person(
+            team_id=self.team.pk,
+            properties={"$some_prop": "ifwematcholdversionsthiswillmatch", "$another_prop": "something2"},
+            distinct_ids=["deleted"],
+            created_at=datetime(2024, 1, 1, 13),
+            version=1,
+        )
+        create_person(team_id=self.team.pk, uuid=str(self.deleted_person.uuid), version=2, is_deleted=True)
+
+    @snapshot_clickhouse_queries
+    def test_simple_filter(self):
+        response = execute_hogql_query(
+            parse_select("select id, properties from persons where properties.$some_prop = 'something'"),
+            self.team,
+        )
+        assert len(response.results) == 2
+
+    @snapshot_clickhouse_queries
+    def test_array_filter(self):
+        response = execute_hogql_query(
+            parse_select("select id, properties from persons where properties.$some_prop IN ['something']"),
+            self.team,
+        )
+        assert len(response.results) == 2
+
+    @snapshot_clickhouse_queries
+    def test_alias(self):
+        # This isn't supported by the WhereClauseExtractor yet
+        response = execute_hogql_query(
+            parse_select(
+                "select id, an_alias.properties.email from persons as an_alias where an_alias.properties.$some_prop = 'something'"
+            ),
+            self.team,
+        )
+        assert len(response.results) == 2
+
+    @snapshot_clickhouse_queries
+    def test_subquery_alias(self):
+        _create_event(event="$pageview", distinct_id="3", team=self.team)
+        response = execute_hogql_query(
+            parse_select(
+                """
+                select person_id, persons.id from (
+                    select
+                        person_id
+                    from events
+                ) as source
+                inner join persons ON (source.person_id=persons.id)
+                where notEquals(persons.properties.$some_prop, 'something')
+                """
+            ),
+            self.team,
+        )
+        assert len(response.results) == 1
+
+    @snapshot_clickhouse_queries
+    def test_join(self):
+        response = execute_hogql_query(
+            parse_select(
+                "select id, properties.email from persons where properties.$some_prop = 'something' and pdi.distinct_id = '1'"
+            ),
+            self.team,
+        )
+        assert len(response.results) == 1
+
+        # more complex query
+        response = execute_hogql_query(
+            parse_select("""
+            select id, properties.email from persons where
+                (properties.$some_prop = 'something' and pdi.distinct_id = '1') OR
+                (properties.$some_prop = 'whatevs')
+            """),
+            self.team,
+        )
+        assert len(response.results) == 1
+
+    @snapshot_clickhouse_queries
+    def test_events_filter(self):
+        _create_event(event="$pageview", distinct_id="1", team=self.team)
+        response = execute_hogql_query(
+            parse_select("select properties.email from events where person.properties.$some_prop = 'something'"),
+            self.team,
+        )
+        assert len(response.results) == 1
+
+    @snapshot_clickhouse_queries
+    def test_versions_handled_correctly(self):
+        # Tests whether we correctly grab $some_prop from the person with the highest version
+        response = execute_hogql_query(
+            parse_select("select id, properties.$some_prop from persons ORDER BY created_at limit 100"),
+            self.team,
+        )
+        assert len(response.results) == 3
+
+    @snapshot_clickhouse_queries
+    def test_left_join_with_negation(self):
+        _create_event(event="$pageview", distinct_id="1", team=self.team)
+        _create_event(event="$pageview", distinct_id="2", team=self.team)
+        _create_event(event="$pageview", distinct_id="3", team=self.team)
+        response = execute_hogql_query(
+            parse_select(
+                "select id, persons.properties.$some_prop from events left join persons ON (events.person_id=persons.id) where notEquals(persons.properties.$some_prop, 'something')"
+            ),
+            self.team,
+        )
+        assert len(response.results) == 1
+        assert [x[0] for x in response.results] == [
+            self.third_person.uuid,
+        ]
+        response = execute_hogql_query(
+            parse_select(
+                "select id, persons.properties.$some_prop from events left join persons ON (events.person_id=persons.id) where persons.properties.$some_prop != 'something'"
+            ),
+            self.team,
+        )
+        assert len(response.results) == 1
+
+        response = execute_hogql_query(
+            parse_select(
+                "select id, persons.properties.$some_prop from events left join persons ON (events.person_id=persons.id) where persons.properties.$some_prop !~ '^something$'"
+            ),
+            self.team,
+        )
+        assert len(response.results) == 1
+
+        response = execute_hogql_query(
+            parse_select(
+                "select id, persons.properties.$some_prop from events left join persons ON (events.person_id=persons.id) where not (persons.properties.$some_prop = 'something')"
+            ),
+            self.team,
+        )
+        assert len(response.results) == 1
+
+        response = execute_hogql_query(
+            parse_select(
+                "select id, persons.properties.$some_prop from events left join persons ON (events.person_id=persons.id) where not persons.properties.$some_prop = 'something'"
+            ),
+            self.team,
+        )
+        assert len(response.results) == 1
+
+    @snapshot_clickhouse_queries
+    def test_limit_and_order_by(self):
+        response = execute_hogql_query(
+            parse_select("select id, properties.$some_prop from persons ORDER BY created_at limit 3"),
+            self.team,
+        )
+        assert len(response.results) == 3
+        assert [x[0] for x in response.results] == [
+            self.first_person.uuid,
+            self.second_person.uuid,
+            self.third_person.uuid,
+        ]
+
+        response = execute_hogql_query(
+            parse_select("select id, properties.$some_prop from persons ORDER BY created_at limit 2, 1"),
+            self.team,
+        )
+        assert len(response.results) == 2
+        assert [x[0] for x in response.results] == [self.second_person.uuid, self.third_person.uuid]
diff --git a/posthog/hogql/database/schema/test/test_session_replay_events.py b/posthog/hogql/database/schema/test/test_session_replay_events.py
index cf74a0f66d182..8b396a3b44691 100644
--- a/posthog/hogql/database/schema/test/test_session_replay_events.py
+++ b/posthog/hogql/database/schema/test/test_session_replay_events.py
@@ -9,7 +9,6 @@
 from posthog.hogql.query import execute_hogql_query
 from posthog.models.event.sql import TRUNCATE_EVENTS_TABLE_SQL
 from posthog.models.utils import uuid7
-from posthog.schema import HogQLQueryModifiers
 from posthog.session_recordings.queries.test.session_replay_sql import produce_replay_summary
 from posthog.session_recordings.sql.session_replay_event_sql import TRUNCATE_SESSION_REPLAY_EVENTS_TABLE_SQL
 from posthog.test.base import (
@@ -351,25 +350,6 @@ def test_select_person_property(self):
             ("session_with_person_with_person_property", "true"),
         ]
 
-    @snapshot_clickhouse_queries
-    def test_select_where_person_property_without_join_optimization(self):
-        response = execute_hogql_query(
-            parse_select(
-                """
-                select session_id, any(person.properties.person_property)
-                from raw_session_replay_events
-                where person.properties.person_property = 'true'
-                group by session_id order by session_id asc
-                """,
-            ),
-            self.team,
-            modifiers=HogQLQueryModifiers(optimizeJoinedFilters=False),
-        )
-
-        assert response.results == [
-            ("session_with_person_with_person_property", "true"),
-        ]
-
     @snapshot_clickhouse_queries
     def test_select_where_person_property_with_join_optimization(self):
         response = execute_hogql_query(
@@ -382,7 +362,6 @@ def test_select_where_person_property_with_join_optimization(self):
                 """,
             ),
             self.team,
-            modifiers=HogQLQueryModifiers(optimizeJoinedFilters=True),
         )
 
         assert response.results == [
diff --git a/posthog/hogql/database/schema/util/test/test_person_where_clause_extractor.py b/posthog/hogql/database/schema/util/test/test_person_where_clause_extractor.py
index 252382d545b40..f805ec14ed79c 100644
--- a/posthog/hogql/database/schema/util/test/test_person_where_clause_extractor.py
+++ b/posthog/hogql/database/schema/util/test/test_person_where_clause_extractor.py
@@ -1,4 +1,4 @@
-from typing import Union, Optional
+from typing import Union, Optional, cast
 
 from posthog.hogql import ast
 from posthog.hogql.context import HogQLContext
@@ -7,7 +7,7 @@
 from posthog.hogql.printer import prepare_ast_for_printing, print_ast
 from posthog.hogql.visitor import clone_expr, CloningVisitor
 from posthog.models import PropertyDefinition
-from posthog.schema import PersonsOnEventsMode, PersonsArgMaxVersion
+from posthog.schema import PersonsOnEventsMode
 from posthog.test.base import ClickhouseTestMixin, APIBaseTest
 
 
@@ -40,9 +40,7 @@ class TestPersonWhereClauseExtractor(ClickhouseTestMixin, APIBaseTest):
     def prep_context(self):
         team = self.team
         modifiers = create_default_modifiers_for_team(team)
-        modifiers.optimizeJoinedFilters = True
         modifiers.personsOnEventsMode = PersonsOnEventsMode.DISABLED
-        modifiers.personsArgMaxVersion = PersonsArgMaxVersion.V1
         return HogQLContext(
             team_id=team.pk,
             team=team,
@@ -64,9 +62,10 @@ def get_clause(self, query: str):
         assert new_select.select_from.next_join.alias == "events__pdi"
         assert new_select.select_from.next_join.next_join.alias == "events__pdi__person"
 
-        where = new_select.select_from.next_join.next_join.table.where
-        if where is None:
+        outer_where = new_select.select_from.next_join.next_join.table.where
+        if outer_where is None:
             return None
+        where = cast(ast.SelectQuery, cast(ast.CompareOperation, cast(ast.And, outer_where).exprs[0]).right).where
 
         where = RemoveHiddenAliases().visit(where)
         assert isinstance(where, ast.Expr)
@@ -79,12 +78,12 @@ def print_query(self, query: str):
     def test_person_properties(self):
         actual = self.get_clause("SELECT * FROM events WHERE person.properties.email = 'jimmy@posthog.com'")
         expected = _expr("properties.email = 'jimmy@posthog.com'")
-        assert actual == expected
+        assert expected in actual.exprs
 
     def test_person_properties_andor_1(self):
         actual = self.get_clause("SELECT * FROM events WHERE person.properties.email = 'jimmy@posthog.com' or false")
         expected = _expr("properties.email = 'jimmy@posthog.com'")
-        assert actual == expected
+        assert expected in actual.exprs
 
     def test_person_properties_andor_2(self):
         actual = self.get_clause("SELECT * FROM events WHERE person.properties.email = 'jimmy@posthog.com' and false")
@@ -95,28 +94,28 @@ def test_person_properties_andor_3(self):
             "SELECT * FROM events WHERE person.properties.email = 'jimmy@posthog.com' and person.properties.email = 'timmy@posthog.com'"
         )
         expected = _expr("properties.email = 'jimmy@posthog.com' and properties.email = 'timmy@posthog.com'")
-        assert actual == expected
+        assert expected in actual.exprs
 
     def test_person_properties_andor_4(self):
         actual = self.get_clause(
             "SELECT * FROM events WHERE person.properties.email = 'jimmy@posthog.com' or person.properties.email = 'timmy@posthog.com'"
         )
         expected = _expr("properties.email = 'jimmy@posthog.com' or properties.email = 'timmy@posthog.com'")
-        assert actual == expected
+        assert expected in actual.exprs
 
     def test_person_properties_andor_5(self):
         actual = self.get_clause(
             "SELECT * FROM events WHERE person.properties.email = 'jimmy@posthog.com' or (1 and person.properties.email = 'timmy@posthog.com')"
         )
         expected = _expr("properties.email = 'jimmy@posthog.com' or properties.email = 'timmy@posthog.com'")
-        assert actual == expected
+        assert expected in actual.exprs
 
     def test_person_properties_andor_6(self):
         actual = self.get_clause(
             "SELECT * FROM events WHERE person.properties.email = 'jimmy@posthog.com' or (0 or person.properties.email = 'timmy@posthog.com')"
         )
         expected = _expr("properties.email = 'jimmy@posthog.com' or properties.email = 'timmy@posthog.com'")
-        assert actual == expected
+        assert expected in actual.exprs
 
     def test_person_properties_andor_7(self):
         actual = self.get_clause(
@@ -129,7 +128,7 @@ def test_person_properties_andor_8(self):
             "SELECT * FROM events WHERE event == '$pageview' and person.properties.email = 'jimmy@posthog.com'"
         )
         expected = _expr("properties.email = 'jimmy@posthog.com'")
-        assert actual == expected
+        assert expected in actual.exprs
 
     def test_person_properties_andor_9(self):
         actual = self.get_clause(
@@ -148,21 +147,26 @@ def test_person_properties_andor_11(self):
             "SELECT * FROM events WHERE properties.email = 'bla@posthog.com' and person.properties.email = 'jimmy@posthog.com'"
         )
         expected = _expr("properties.email = 'jimmy@posthog.com'")
-        assert actual == expected
+        assert expected in actual.exprs
+
+    def test_person_array(self):
+        actual = self.get_clause("SELECT * FROM events WHERE person.properties.email IN ['jimmy@posthog.com']")
+        expected = _expr("properties.email IN ['jimmy@posthog.com']")
+        assert expected in actual.exprs
 
     def test_person_properties_function_calls(self):
         actual = self.get_clause(
             "SELECT * FROM events WHERE properties.email = 'bla@posthog.com' and toString(person.properties.email) = 'jimmy@posthog.com'"
         )
         expected = _expr("toString(properties.email) = 'jimmy@posthog.com'")
-        assert actual == expected
+        assert expected in actual.exprs
 
     def test_person_properties_function_call_args(self):
         actual = self.get_clause(
             "SELECT * FROM events WHERE properties.email = 'bla@posthog.com' and substring(person.properties.email, 10) = 'jimmy@posthog.com'"
         )
         expected = _expr("substring(properties.email, 10) = 'jimmy@posthog.com'")
-        assert actual == expected
+        assert expected in actual.exprs
 
     def test_person_properties_function_call_args_complex(self):
         actual = self.get_clause(
@@ -179,6 +183,12 @@ def test_boolean(self):
         )
         actual = self.print_query("SELECT * FROM events WHERE person.properties.person_boolean = false")
         assert (
-            f"FROM person WHERE and(equals(person.team_id, {self.team.id}), ifNull(equals(transform(toString(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties"
+            f"ifNull(equals(transform(toString(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties"
             in actual
         )
+
+    def test_id_in(self):
+        actual = self.get_clause(
+            "SELECT * FROM events WHERE in(person.id, (SELECT person_id FROM (SELECT argMax(raw_person_distinct_ids.person_id, raw_person_distinct_ids.version) AS person_id, raw_person_distinct_ids.distinct_id AS distinct_id FROM raw_person_distinct_ids GROUP BY raw_person_distinct_ids.distinct_id HAVING equals(argMax(raw_person_distinct_ids.is_deleted, raw_person_distinct_ids.version), 0)) AS person_distinct_ids WHERE ilike(distinct_id, '%test%')))"
+        )
+        assert actual is None
diff --git a/posthog/hogql/database/schema/util/where_clause_extractor.py b/posthog/hogql/database/schema/util/where_clause_extractor.py
index 9ed7be296f483..b87906a9af519 100644
--- a/posthog/hogql/database/schema/util/where_clause_extractor.py
+++ b/posthog/hogql/database/schema/util/where_clause_extractor.py
@@ -6,7 +6,8 @@
 from posthog.hogql.ast import CompareOperationOp, ArithmeticOperationOp
 from posthog.hogql.context import HogQLContext
 from posthog.hogql.database.models import DatabaseField, LazyJoinToAdd, LazyTableToAdd
-from posthog.hogql.errors import NotImplementedError
+from posthog.hogql.errors import NotImplementedError, QueryError
+from posthog.hogql.functions.mapping import HOGQL_COMPARISON_MAPPING
 
 from posthog.hogql.visitor import clone_expr, CloningVisitor, Visitor, TraversingVisitor
 
@@ -43,13 +44,15 @@ class WhereClauseExtractor(CloningVisitor):
     clear_types: bool = False
     clear_locations: bool = False
     capture_timestamp_comparisons: bool = False  # implement handle_timestamp_comparison if setting this to True
+    is_join: bool = False
     tracked_tables: list[ast.LazyTable | ast.LazyJoin]
     tombstone_string: str
 
-    def __init__(self, context: HogQLContext):
+    def __init__(self, context: HogQLContext, is_join: Optional[bool] = False):
         super().__init__()
         self.context = context
         self.tracked_tables = []
+        self.is_join = is_join or False
         # A constant with this string will be used to escape early if we can't handle the query
         self.tombstone_string = (
             "__TOMBSTONE__" + ("".join(random.choices(string.ascii_uppercase + string.digits, k=10))) + "__"
@@ -110,10 +113,18 @@ def visit_compare_operation(self, node: ast.CompareOperation) -> ast.Expr:
             if result:
                 return result
 
+        # if the comparison is negative and it's a join, we don't want to filter down as the outer query needs to be able to filter down results
+        if self.is_join and node.op in ast.NEGATED_COMPARE_OPS:
+            return ast.Constant(value=True)
+
         # Check if any of the fields are a field on our requested table
         if len(self.tracked_tables) > 0:
             left = self.visit(node.left)
             right = self.visit(node.right)
+
+            # Too complicated
+            if isinstance(node.right, ast.SelectQuery):
+                return ast.Constant(value=True)
             if has_tombstone(left, self.tombstone_string) or has_tombstone(right, self.tombstone_string):
                 return ast.Constant(value=self.tombstone_string)
             return ast.CompareOperation(op=node.op, left=left, right=right)
@@ -129,6 +140,8 @@ def visit_arithmetic_operation(self, node: ast.ArithmeticOperation) -> ast.Expr:
         return ast.Constant(value=True)
 
     def visit_not(self, node: ast.Not) -> ast.Expr:
+        if self.is_join:
+            return ast.Constant(value=True)
         response = self.visit(node.expr)
         if has_tombstone(response, self.tombstone_string):
             return ast.Constant(value=self.tombstone_string)
@@ -139,43 +152,25 @@ def visit_call(self, node: ast.Call) -> ast.Expr:
             return self.visit_and(ast.And(exprs=node.args))
         elif node.name == "or":
             return self.visit_or(ast.Or(exprs=node.args))
-        elif node.name == "greaterOrEquals":
-            return self.visit_compare_operation(
-                ast.CompareOperation(op=CompareOperationOp.GtEq, left=node.args[0], right=node.args[1])
-            )
-        elif node.name == "greater":
-            return self.visit_compare_operation(
-                ast.CompareOperation(op=CompareOperationOp.Gt, left=node.args[0], right=node.args[1])
-            )
-        elif node.name == "lessOrEquals":
-            return self.visit_compare_operation(
-                ast.CompareOperation(op=CompareOperationOp.LtEq, left=node.args[0], right=node.args[1])
-            )
-        elif node.name == "less":
-            return self.visit_compare_operation(
-                ast.CompareOperation(op=CompareOperationOp.Lt, left=node.args[0], right=node.args[1])
-            )
-        elif node.name == "equals":
-            return self.visit_compare_operation(
-                ast.CompareOperation(op=CompareOperationOp.Eq, left=node.args[0], right=node.args[1])
-            )
-        elif node.name == "like":
-            return self.visit_compare_operation(
-                ast.CompareOperation(op=CompareOperationOp.Like, left=node.args[0], right=node.args[1])
-            )
-        elif node.name == "notLike":
-            return self.visit_compare_operation(
-                ast.CompareOperation(op=CompareOperationOp.NotLike, left=node.args[0], right=node.args[1])
-            )
-        elif node.name == "ilike":
-            return self.visit_compare_operation(
-                ast.CompareOperation(op=CompareOperationOp.ILike, left=node.args[0], right=node.args[1])
-            )
-        elif node.name == "notIlike":
+        elif node.name == "not":
+            if self.is_join:
+                return ast.Constant(value=True)
+
+        elif node.name in HOGQL_COMPARISON_MAPPING:
+            op = HOGQL_COMPARISON_MAPPING[node.name]
+            if len(node.args) != 2:
+                raise QueryError(f"Comparison '{node.name}' requires exactly two arguments")
+            # We do "cleverer" logic with nullable types in visit_compare_operation
             return self.visit_compare_operation(
-                ast.CompareOperation(op=CompareOperationOp.NotILike, left=node.args[0], right=node.args[1])
+                ast.CompareOperation(
+                    left=node.args[0],
+                    right=node.args[1],
+                    op=op,
+                )
             )
+
         args = [self.visit(arg) for arg in node.args]
+
         if any(has_tombstone(arg, self.tombstone_string) for arg in args):
             return ast.Constant(value=self.tombstone_string)
         return ast.Call(name=node.name, args=args)
@@ -459,6 +454,9 @@ def visit_alias(self, node: ast.Alias) -> bool:
     def visit_tuple(self, node: ast.Tuple) -> bool:
         return all(self.visit(arg) for arg in node.exprs)
 
+    def visit_array(self, node: ast.Tuple) -> bool:
+        return all(self.visit(arg) for arg in node.exprs)
+
 
 def is_simple_timestamp_field_expression(expr: ast.Expr, context: HogQLContext, tombstone_string: str) -> bool:
     result = IsSimpleTimestampFieldExpressionVisitor(context, tombstone_string).visit(expr)
diff --git a/posthog/hogql/modifiers.py b/posthog/hogql/modifiers.py
index 42cb7f2f04433..710a3b3b5befb 100644
--- a/posthog/hogql/modifiers.py
+++ b/posthog/hogql/modifiers.py
@@ -7,7 +7,6 @@
     HogQLQueryModifiers,
     InCohortVia,
     MaterializationMode,
-    PersonsArgMaxVersion,
     BounceRatePageViewMode,
     PropertyGroupsMode,
     SessionTableVersion,
@@ -61,18 +60,12 @@ def set_default_modifier_values(modifiers: HogQLQueryModifiers, team: "Team"):
     if modifiers.personsOnEventsMode is None:
         modifiers.personsOnEventsMode = team.person_on_events_mode_flag_based_default
 
-    if modifiers.personsArgMaxVersion is None:
-        modifiers.personsArgMaxVersion = PersonsArgMaxVersion.AUTO
-
     if modifiers.inCohortVia is None:
         modifiers.inCohortVia = InCohortVia.AUTO
 
     if modifiers.materializationMode is None or modifiers.materializationMode == MaterializationMode.AUTO:
         modifiers.materializationMode = MaterializationMode.LEGACY_NULL_AS_NULL
 
-    if modifiers.optimizeJoinedFilters is None:
-        modifiers.optimizeJoinedFilters = False
-
     if modifiers.bounceRatePageViewMode is None:
         modifiers.bounceRatePageViewMode = BounceRatePageViewMode.COUNT_PAGEVIEWS
 
diff --git a/posthog/hogql/query.py b/posthog/hogql/query.py
index 2516d8007d815..a979444f8c919 100644
--- a/posthog/hogql/query.py
+++ b/posthog/hogql/query.py
@@ -200,6 +200,10 @@ def execute_hogql_query(
                 modifiers={k: v for k, v in modifiers.model_dump().items() if v is not None} if modifiers else {},
             )
 
+            # Uncomment to print clickhouse SQL
+            # from posthog.clickhouse.client.escape import substitute_params
+            # print(substitute_params(clickhouse_sql, clickhouse_context.values))
+
             try:
                 results, types = sync_execute(
                     clickhouse_sql,
diff --git a/posthog/hogql/test/__snapshots__/test_query.ambr b/posthog/hogql/test/__snapshots__/test_query.ambr
index 96bfad37a5a50..46ac6d2fc1e3f 100644
--- a/posthog/hogql/test/__snapshots__/test_query.ambr
+++ b/posthog/hogql/test/__snapshots__/test_query.ambr
@@ -459,16 +459,19 @@
   
   SELECT DISTINCT persons.properties___sneaky_mail AS sneaky_mail 
   FROM (
-  SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', '') AS properties___sneaky_mail, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_1)s), ''), 'null'), '^"|"$', '') AS properties___random_uuid 
+  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___sneaky_mail, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_1)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___random_uuid 
   FROM person 
-  WHERE and(equals(person.team_id, 420), ifNull(in(tuple(person.id, person.version), (
-  SELECT person.id AS id, max(person.version) AS version 
+  WHERE and(equals(person.team_id, 420), in(person.id, (
+  SELECT persons_where_optimization.id AS id 
+  FROM person AS persons_where_optimization 
+  WHERE and(equals(persons_where_optimization.team_id, 420), notIn(persons_where_optimization.id, (
+  SELECT person.id AS id 
   FROM person 
-  WHERE equals(person.team_id, 420) 
+  WHERE and(equals(person.team_id, 420), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, %(hogql_val_2)s), ''), 'null'), '^"|"$', ''), %(hogql_val_3)s), 0))))) 
   GROUP BY person.id 
-  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_2)s), person.version), plus(now64(6, %(hogql_val_3)s), toIntervalDay(1))), 0)))), 0)) 
+  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_4)s), person.version), plus(now64(6, %(hogql_val_5)s), toIntervalDay(1))), 0)) 
   SETTINGS optimize_aggregation_in_order=1) AS persons 
-  WHERE ifNull(equals(persons.properties___random_uuid, %(hogql_val_4)s), 0) 
+  WHERE ifNull(equals(persons.properties___random_uuid, %(hogql_val_6)s), 0) 
   LIMIT 100 
   SETTINGS readonly=2, max_execution_time=60, allow_experimental_object_type=1, format_csv_allow_double_quotes=0, max_ast_elements=4000000, max_expanded_ast_elements=4000000, max_bytes_before_external_group_by=0
   
@@ -538,14 +541,11 @@
   GROUP BY person_distinct_id2.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS e__pdi ON equals(e.distinct_id, e__pdi.distinct_id) LEFT JOIN (
-  SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', '') AS properties___sneaky_mail 
-  FROM person 
-  WHERE and(equals(person.team_id, 420), ifNull(in(tuple(person.id, person.version), (
-  SELECT person.id AS id, max(person.version) AS version 
+  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___sneaky_mail 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
-  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_1)s), person.version), plus(now64(6, %(hogql_val_2)s), toIntervalDay(1))), 0)))), 0)) 
+  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_1)s), person.version), plus(now64(6, %(hogql_val_2)s), toIntervalDay(1))), 0)) 
   SETTINGS optimize_aggregation_in_order=1) AS e__pdi__person ON equals(e__pdi.e__pdi___person_id, e__pdi__person.id) 
   WHERE equals(e.team_id, 420) 
   LIMIT 10 
@@ -599,14 +599,11 @@
   GROUP BY person_distinct_id2.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS events__pdi ON equals(events.distinct_id, events__pdi.distinct_id) LEFT JOIN (
-  SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', '') AS properties___sneaky_mail 
-  FROM person 
-  WHERE and(equals(person.team_id, 420), ifNull(in(tuple(person.id, person.version), (
-  SELECT person.id AS id, max(person.version) AS version 
+  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___sneaky_mail 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
-  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_1)s), person.version), plus(now64(6, %(hogql_val_2)s), toIntervalDay(1))), 0)))), 0)) 
+  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_1)s), person.version), plus(now64(6, %(hogql_val_2)s), toIntervalDay(1))), 0)) 
   SETTINGS optimize_aggregation_in_order=1) AS events__pdi__person ON equals(events__pdi.events__pdi___person_id, events__pdi__person.id) 
   WHERE equals(events.team_id, 420) 
   LIMIT 10 
@@ -631,14 +628,11 @@
   GROUP BY person_distinct_id2.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS e__pdi ON equals(e.distinct_id, e__pdi.distinct_id) LEFT JOIN (
-  SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', '') AS properties___sneaky_mail 
-  FROM person 
-  WHERE and(equals(person.team_id, 420), ifNull(in(tuple(person.id, person.version), (
-  SELECT person.id AS id, max(person.version) AS version 
+  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___sneaky_mail 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
-  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_1)s), person.version), plus(now64(6, %(hogql_val_2)s), toIntervalDay(1))), 0)))), 0)) 
+  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_1)s), person.version), plus(now64(6, %(hogql_val_2)s), toIntervalDay(1))), 0)) 
   SETTINGS optimize_aggregation_in_order=1) AS e__pdi__person ON equals(e__pdi.e__pdi___person_id, e__pdi__person.id) 
   WHERE equals(e.team_id, 420) 
   LIMIT 10 
@@ -663,14 +657,11 @@
   GROUP BY person_distinct_id2.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS s__pdi ON equals(s.distinct_id, s__pdi.distinct_id) LEFT JOIN (
-  SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', '') AS properties___sneaky_mail 
-  FROM person 
-  WHERE and(equals(person.team_id, 420), ifNull(in(tuple(person.id, person.version), (
-  SELECT person.id AS id, max(person.version) AS version 
+  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___sneaky_mail 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
-  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_1)s), person.version), plus(now64(6, %(hogql_val_2)s), toIntervalDay(1))), 0)))), 0)) 
+  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_1)s), person.version), plus(now64(6, %(hogql_val_2)s), toIntervalDay(1))), 0)) 
   SETTINGS optimize_aggregation_in_order=1) AS s__pdi__person ON equals(s__pdi.s__pdi___person_id, s__pdi__person.id) 
   WHERE equals(s.team_id, 420) 
   GROUP BY s__pdi__person.properties___sneaky_mail 
@@ -723,14 +714,11 @@
   GROUP BY person_distinct_id2.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS pdi LEFT JOIN (
-  SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', '') AS properties___sneaky_mail 
-  FROM person 
-  WHERE and(equals(person.team_id, 420), ifNull(in(tuple(person.id, person.version), (
-  SELECT person.id AS id, max(person.version) AS version 
+  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___sneaky_mail 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
-  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_1)s), person.version), plus(now64(6, %(hogql_val_2)s), toIntervalDay(1))), 0)))), 0)) 
+  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_1)s), person.version), plus(now64(6, %(hogql_val_2)s), toIntervalDay(1))), 0)) 
   SETTINGS optimize_aggregation_in_order=1) AS pdi__person ON equals(pdi.pdi___person_id, pdi__person.id) 
   LIMIT 10 
   SETTINGS readonly=2, max_execution_time=60, allow_experimental_object_type=1, format_csv_allow_double_quotes=0, max_ast_elements=4000000, max_expanded_ast_elements=4000000, max_bytes_before_external_group_by=0
@@ -754,7 +742,7 @@
   GROUP BY person_distinct_id2.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS pdi LEFT JOIN (
-  SELECT argMax(toTimeZone(person.created_at, %(hogql_val_0)s), person.version) AS created_at, person.id AS id 
+  SELECT person.id AS id, argMax(toTimeZone(person.created_at, %(hogql_val_0)s), person.version) AS created_at 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
@@ -782,14 +770,11 @@
   GROUP BY person_distinct_id2.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS pdi ON equals(pdi.distinct_id, e.distinct_id) LEFT JOIN (
-  SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', '') AS properties___sneaky_mail 
-  FROM person 
-  WHERE and(equals(person.team_id, 420), ifNull(in(tuple(person.id, person.version), (
-  SELECT person.id AS id, max(person.version) AS version 
+  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___sneaky_mail 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
-  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_1)s), person.version), plus(now64(6, %(hogql_val_2)s), toIntervalDay(1))), 0)))), 0)) 
+  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_1)s), person.version), plus(now64(6, %(hogql_val_2)s), toIntervalDay(1))), 0)) 
   SETTINGS optimize_aggregation_in_order=1) AS p ON equals(p.id, pdi.person_id) 
   WHERE equals(e.team_id, 420) 
   LIMIT 100 
@@ -836,14 +821,11 @@
   GROUP BY person_distinct_id_overrides.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id) LEFT JOIN (
-  SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', '') AS properties___sneaky_mail 
-  FROM person 
-  WHERE and(equals(person.team_id, 420), ifNull(in(tuple(person.id, person.version), (
-  SELECT person.id AS id, max(person.version) AS version 
+  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___sneaky_mail 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
-  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_1)s), person.version), plus(now64(6, %(hogql_val_2)s), toIntervalDay(1))), 0)))), 0)) 
+  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_1)s), person.version), plus(now64(6, %(hogql_val_2)s), toIntervalDay(1))), 0)) 
   SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id) 
   WHERE equals(events.team_id, 420) 
   LIMIT 10 
diff --git a/posthog/hogql/test/test_modifiers.py b/posthog/hogql/test/test_modifiers.py
index 5c4f235d49080..83c0e72572b11 100644
--- a/posthog/hogql/test/test_modifiers.py
+++ b/posthog/hogql/test/test_modifiers.py
@@ -5,7 +5,6 @@
 from posthog.models import Cohort
 from posthog.schema import (
     HogQLQueryModifiers,
-    PersonsArgMaxVersion,
     PersonsOnEventsMode,
     MaterializationMode,
 )
@@ -155,50 +154,6 @@ class TestCase(NamedTuple):
             for value in test_case.other_expected_values:
                 assert value in clickhouse_query
 
-    def test_modifiers_persons_argmax_version_v2(self):
-        query = "SELECT * FROM persons"
-
-        # Control (v1)
-        response = execute_hogql_query(
-            query,
-            team=self.team,
-            modifiers=HogQLQueryModifiers(personsArgMaxVersion=PersonsArgMaxVersion.V1),
-        )
-        assert "in(tuple(person.id, person.version)" not in response.clickhouse
-
-        # Test (v2)
-        response = execute_hogql_query(
-            query,
-            team=self.team,
-            modifiers=HogQLQueryModifiers(personsArgMaxVersion=PersonsArgMaxVersion.V2),
-        )
-        assert "in(tuple(person.id, person.version)" in response.clickhouse
-
-    def test_modifiers_persons_argmax_version_auto(self):
-        # Use the v2 query when selecting properties.x
-        response = execute_hogql_query(
-            "SELECT id, properties.$browser, is_identified FROM persons",
-            team=self.team,
-            modifiers=HogQLQueryModifiers(personsArgMaxVersion=PersonsArgMaxVersion.AUTO),
-        )
-        assert "in(tuple(person.id, person.version)" in response.clickhouse
-
-        # Use the v2 query when selecting properties
-        response = execute_hogql_query(
-            "SELECT id, properties FROM persons",
-            team=self.team,
-            modifiers=HogQLQueryModifiers(personsArgMaxVersion=PersonsArgMaxVersion.AUTO),
-        )
-        assert "in(tuple(person.id, person.version)" in response.clickhouse
-
-        # Use the v1 query when not selecting any properties
-        response = execute_hogql_query(
-            "SELECT id, is_identified FROM persons",
-            team=self.team,
-            modifiers=HogQLQueryModifiers(personsArgMaxVersion=PersonsArgMaxVersion.AUTO),
-        )
-        assert "in(tuple(person.id, person.version)" not in response.clickhouse
-
     def test_modifiers_in_cohort_join(self):
         cohort = Cohort.objects.create(team=self.team, name="test")
         response = execute_hogql_query(
@@ -263,26 +218,3 @@ def test_modifiers_materialization_mode(self):
             "SELECT replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, %(hogql_val_0)s), ''), 'null'), '^\"|\"$', '') AS `$browser` FROM events"
             in response.clickhouse
         )
-
-    def test_optimize_joined_filters(self):
-        # no optimizations
-        response = execute_hogql_query(
-            f"select event from events where person.properties.$browser ilike '%Chrome%'",
-            team=self.team,
-            modifiers=HogQLQueryModifiers(optimizeJoinedFilters=False),
-        )
-        # "ilike" shows up once in the response
-        assert response is not None
-        assert response.clickhouse is not None
-        assert response.clickhouse.count("ilike") == 1
-
-        # with optimizations
-        response = execute_hogql_query(
-            f"select event from events where person.properties.$browser ilike '%Chrome%'",
-            team=self.team,
-            modifiers=HogQLQueryModifiers(optimizeJoinedFilters=True),
-        )
-        # "ilike" shows up twice in the response
-        assert response is not None
-        assert response.clickhouse is not None
-        assert response.clickhouse.count("ilike") == 2
diff --git a/posthog/hogql/test/test_printer.py b/posthog/hogql/test/test_printer.py
index 021dee3bcf947..4eb13c3ef64e4 100644
--- a/posthog/hogql/test/test_printer.py
+++ b/posthog/hogql/test/test_printer.py
@@ -20,7 +20,6 @@
 from posthog.schema import (
     HogQLQueryModifiers,
     MaterializationMode,
-    PersonsArgMaxVersion,
     PersonsOnEventsMode,
     PropertyGroupsMode,
 )
@@ -1107,94 +1106,24 @@ def test_select_sample(self):
             context = HogQLContext(
                 team_id=self.team.pk,
                 enable_select_queries=True,
-                modifiers=HogQLQueryModifiers(personsArgMaxVersion=PersonsArgMaxVersion.V2),
             )
             query = self._select(
                 "SELECT events.event FROM events SAMPLE 2/78 OFFSET 999 JOIN persons ON persons.id=events.person_id",
                 context,
             )
-            self.assertEqual(
-                query,
-                f"SELECT events.event AS event FROM events SAMPLE 2/78 OFFSET 999 LEFT OUTER JOIN (SELECT "
-                "argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, "
-                "person_distinct_id_overrides.distinct_id AS distinct_id FROM person_distinct_id_overrides WHERE "
-                f"equals(person_distinct_id_overrides.team_id, {self.team.pk}) GROUP BY person_distinct_id_overrides.distinct_id "
-                "HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) "
-                "SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id) "
-                f"JOIN (SELECT person.id AS id FROM person WHERE and(equals(person.team_id, {self.team.pk}), "
-                "ifNull(in(tuple(person.id, person.version), (SELECT person.id AS id, max(person.version) AS version "
-                f"FROM person WHERE equals(person.team_id, {self.team.pk}) GROUP BY person.id "
-                "HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), "
-                "ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_0)s), person.version), "
-                "plus(now64(6, %(hogql_val_1)s), toIntervalDay(1))), 0)))), 0)) "
-                "SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, if(not(empty(events__override.distinct_id)), "
-                f"events__override.person_id, events.person_id)) WHERE equals(events.team_id, {self.team.pk}) LIMIT {MAX_SELECT_RETURNED_ROWS}",
-            )
-
-            context = HogQLContext(
-                team_id=self.team.pk,
-                enable_select_queries=True,
-                modifiers=HogQLQueryModifiers(personsArgMaxVersion=PersonsArgMaxVersion.V2),
-            )
-            self.assertEqual(
-                self._select(
-                    "SELECT events.event FROM events SAMPLE 2/78 OFFSET 999 JOIN persons SAMPLE 0.1 ON persons.id=events.person_id",
-                    context,
-                ),
-                f"SELECT events.event AS event FROM events SAMPLE 2/78 OFFSET 999 LEFT OUTER JOIN (SELECT "
-                "argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, "
-                "person_distinct_id_overrides.distinct_id AS distinct_id FROM person_distinct_id_overrides WHERE "
-                f"equals(person_distinct_id_overrides.team_id, {self.team.pk}) GROUP BY person_distinct_id_overrides.distinct_id "
-                "HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) "
-                "SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id) "
-                f"JOIN (SELECT person.id AS id FROM person WHERE and(equals(person.team_id, {self.team.pk}), "
-                "ifNull(in(tuple(person.id, person.version), (SELECT person.id AS id, max(person.version) AS version "
-                f"FROM person WHERE equals(person.team_id, {self.team.pk}) GROUP BY person.id "
-                "HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), "
-                "ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_0)s), person.version), "
-                "plus(now64(6, %(hogql_val_1)s), toIntervalDay(1))), 0)))), 0)) "
-                "SETTINGS optimize_aggregation_in_order=1) AS persons SAMPLE 0.1 ON equals(persons.id, if(not(empty(events__override.distinct_id)), "
-                f"events__override.person_id, events.person_id)) WHERE equals(events.team_id, {self.team.pk}) LIMIT {MAX_SELECT_RETURNED_ROWS}",
-            )
-
-        with override_settings(PERSON_ON_EVENTS_OVERRIDE=True, PERSON_ON_EVENTS_V2_OVERRIDE=False):
-            context = HogQLContext(
-                team_id=self.team.pk,
-                enable_select_queries=True,
-                modifiers=HogQLQueryModifiers(personsArgMaxVersion=PersonsArgMaxVersion.V2),
-            )
-            expected = self._select(
-                "SELECT events.event FROM events SAMPLE 2/78 OFFSET 999 JOIN persons ON persons.id=events.person_id",
-                context,
-            )
-            self.assertEqual(
-                expected,
-                f"SELECT events.event AS event FROM events SAMPLE 2/78 OFFSET 999 JOIN (SELECT person.id AS id FROM person WHERE "
-                f"and(equals(person.team_id, {self.team.pk}), ifNull(in(tuple(person.id, person.version), (SELECT person.id AS id, "
-                f"max(person.version) AS version FROM person WHERE equals(person.team_id, {self.team.pk}) GROUP BY person.id "
-                f"HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, "
-                f"%(hogql_val_0)s), person.version), plus(now64(6, %(hogql_val_1)s), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) "
-                f"AS persons ON equals(persons.id, events.person_id) WHERE equals(events.team_id, {self.team.pk}) LIMIT {MAX_SELECT_RETURNED_ROWS}",
-            )
+            self.assertIn("FROM events SAMPLE 2/78 OFFSET 999", query)
 
             context = HogQLContext(
                 team_id=self.team.pk,
                 enable_select_queries=True,
-                modifiers=HogQLQueryModifiers(personsArgMaxVersion=PersonsArgMaxVersion.V2),
             )
-            expected = self._select(
+            query = self._select(
                 "SELECT events.event FROM events SAMPLE 2/78 OFFSET 999 JOIN persons SAMPLE 0.1 ON persons.id=events.person_id",
                 context,
             )
-            self.assertEqual(
-                expected,
-                f"SELECT events.event AS event FROM events SAMPLE 2/78 OFFSET 999 JOIN (SELECT person.id AS id FROM person WHERE "
-                f"and(equals(person.team_id, {self.team.pk}), ifNull(in(tuple(person.id, person.version), (SELECT person.id AS id, "
-                f"max(person.version) AS version FROM person WHERE equals(person.team_id, {self.team.pk}) GROUP BY person.id "
-                f"HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, "
-                f"%(hogql_val_0)s), person.version), plus(now64(6, %(hogql_val_1)s), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) "
-                f"AS persons SAMPLE 0.1 ON equals(persons.id, events.person_id) WHERE equals(events.team_id, {self.team.pk}) LIMIT {MAX_SELECT_RETURNED_ROWS}",
-            )
+
+            self.assertIn("FROM events SAMPLE 2/78 OFFSET 999", query)
+            self.assertIn("AS persons SAMPLE 0.1 ON", query)
 
     def test_count_distinct(self):
         self.assertEqual(
@@ -1966,7 +1895,10 @@ def test_inline_persons(self):
             dialect="clickhouse",
             settings=HogQLGlobalSettings(max_execution_time=10),
         )
-        assert f"AS id FROM person WHERE and(equals(person.team_id, {self.team.pk}), in(id, tuple(1, 2, 3)))" in printed
+        assert (
+            f"AS id FROM person WHERE and(equals(person.team_id, {self.team.pk}), in(person.id, tuple(1, 2, 3)))"
+            in printed
+        )
 
     def test_dont_inline_persons(self):
         query = parse_select(
@@ -1993,7 +1925,10 @@ def test_inline_persons_alias(self):
             dialect="clickhouse",
             settings=HogQLGlobalSettings(max_execution_time=10),
         )
-        assert f"AS id FROM person WHERE and(equals(person.team_id, {self.team.pk}), in(id, tuple(1, 2, 3)))" in printed
+        assert (
+            f"AS id FROM person WHERE and(equals(person.team_id, {self.team.pk}), in(person.id, tuple(1, 2, 3)))"
+            in printed
+        )
 
     def test_two_joins(self):
         query = parse_select(
@@ -2009,8 +1944,14 @@ def test_two_joins(self):
             dialect="clickhouse",
             settings=HogQLGlobalSettings(max_execution_time=10),
         )
-        assert f"AS id FROM person WHERE and(equals(person.team_id, {self.team.pk}), in(id, tuple(1, 2, 3)))" in printed
-        assert f"AS id FROM person WHERE and(equals(person.team_id, {self.team.pk}), in(id, tuple(4, 5, 6)))" in printed
+        assert (
+            f"AS id FROM person WHERE and(equals(person.team_id, {self.team.pk}), in(person.id, tuple(1, 2, 3)))"
+            in printed
+        )
+        assert (
+            f"AS id FROM person WHERE and(equals(person.team_id, {self.team.pk}), in(person.id, tuple(4, 5, 6)))"
+            in printed
+        )
 
     def test_two_clauses(self):
         query = parse_select(
@@ -2027,7 +1968,10 @@ def test_two_clauses(self):
             settings=HogQLGlobalSettings(max_execution_time=10),
         )
         assert (
-            f"AS id FROM person WHERE and(equals(person.team_id, {self.team.pk}), in(id, tuple(7, 8, 9)), in(id, tuple(1, 2, 3)))"
+            f"AS id FROM person WHERE and(equals(person.team_id, {self.team.pk}), in(person.id, tuple(7, 8, 9)), in(person.id, tuple(1, 2, 3)))"
+            in printed
+        )
+        assert (
+            f"AS id FROM person WHERE and(equals(person.team_id, {self.team.pk}), in(person.id, tuple(4, 5, 6)))"
             in printed
         )
-        assert f"AS id FROM person WHERE and(equals(person.team_id, {self.team.pk}), in(id, tuple(4, 5, 6)))" in printed
diff --git a/posthog/hogql/transforms/test/__snapshots__/test_lazy_tables.ambr b/posthog/hogql/transforms/test/__snapshots__/test_lazy_tables.ambr
index a447055b84d04..eaf024ade223b 100644
--- a/posthog/hogql/transforms/test/__snapshots__/test_lazy_tables.ambr
+++ b/posthog/hogql/transforms/test/__snapshots__/test_lazy_tables.ambr
@@ -23,7 +23,7 @@
   
   SELECT persons__events.event AS event 
   FROM (
-  SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS persons___properties___email, person.id AS id 
+  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS persons___properties___email 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
@@ -45,7 +45,7 @@
   WHERE and(equals(cohortpeople.team_id, 420), 0)) AS cohort_people LEFT JOIN (
   SELECT persons.id AS id, persons.properties___email AS cohort_people__new_person___properties___email 
   FROM (
-  SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___email, person.id AS id 
+  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___email 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
@@ -59,7 +59,7 @@
   
   SELECT persons.id AS id, persons.properties___email AS email, persons.`properties___$browser` AS `$browser` 
   FROM (
-  SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___email, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_1)s), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`, person.id AS id 
+  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___email, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_1)s), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser` 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
@@ -79,7 +79,7 @@
   GROUP BY person_distinct_id_overrides.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id) LEFT JOIN (
-  SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___email, person.id AS id 
+  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___email 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
@@ -100,7 +100,7 @@
   GROUP BY person_distinct_id_overrides.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id) LEFT JOIN (
-  SELECT argMax(person.properties, person.version) AS properties, person.id AS id 
+  SELECT person.id AS id, argMax(person.properties, person.version) AS properties 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
@@ -157,7 +157,7 @@
   GROUP BY person_distinct_id2.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS person_distinct_ids LEFT JOIN (
-  SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`, person.id AS id 
+  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser` 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
@@ -177,7 +177,7 @@
   GROUP BY person_distinct_id2.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS person_distinct_ids LEFT JOIN (
-  SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s, %(hogql_val_1)s, %(hogql_val_2)s), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser___in___json`, person.id AS id 
+  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s, %(hogql_val_1)s, %(hogql_val_2)s), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser___in___json` 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
@@ -233,7 +233,7 @@
   GROUP BY person_distinct_id2.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS events__pdi ON equals(events.distinct_id, events__pdi.distinct_id) LEFT JOIN (
-  SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`, person.id AS id 
+  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser` 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
@@ -254,7 +254,7 @@
   GROUP BY person_distinct_id_overrides.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id) LEFT JOIN (
-  SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___name, argMax(person.properties, person.version) AS properties, person.id AS id 
+  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___name, argMax(person.properties, person.version) AS properties 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
diff --git a/posthog/hogql/transforms/test/__snapshots__/test_property_types.ambr b/posthog/hogql/transforms/test/__snapshots__/test_property_types.ambr
index c0c2e1a610370..1f89a22c1d04a 100644
--- a/posthog/hogql/transforms/test/__snapshots__/test_property_types.ambr
+++ b/posthog/hogql/transforms/test/__snapshots__/test_property_types.ambr
@@ -4,7 +4,7 @@
   
   SELECT persons__extended_properties.string_prop AS string_prop, persons__extended_properties.int_prop AS int_prop, transform(toString(persons__extended_properties.bool_prop), %(hogql_val_8)s, %(hogql_val_9)s, NULL) AS bool_prop 
   FROM (
-  SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS persons___properties___email, person.id AS id 
+  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS persons___properties___email 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
@@ -53,7 +53,7 @@
   GROUP BY person_distinct_id_overrides.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id) LEFT JOIN (
-  SELECT argMax(accurateCastOrNull(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), %(hogql_val_1)s), person.version) AS properties___tickets, person.id AS id 
+  SELECT person.id AS id, argMax(accurateCastOrNull(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), %(hogql_val_1)s), person.version) AS properties___tickets 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
@@ -83,7 +83,7 @@
   GROUP BY person_distinct_id_overrides.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id) LEFT JOIN (
-  SELECT argMax(parseDateTime64BestEffortOrNull(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), 6, %(hogql_val_1)s), person.version) AS properties___provided_timestamp, person.id AS id 
+  SELECT person.id AS id, argMax(parseDateTime64BestEffortOrNull(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), 6, %(hogql_val_1)s), person.version) AS properties___provided_timestamp 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
diff --git a/posthog/hogql_queries/ai/test/__snapshots__/test_actors_property_taxonomy_query_runner.ambr b/posthog/hogql_queries/ai/test/__snapshots__/test_actors_property_taxonomy_query_runner.ambr
index a0724393e1fe3..11f10398b6ae2 100644
--- a/posthog/hogql_queries/ai/test/__snapshots__/test_actors_property_taxonomy_query_runner.ambr
+++ b/posthog/hogql_queries/ai/test/__snapshots__/test_actors_property_taxonomy_query_runner.ambr
@@ -81,15 +81,12 @@
     (SELECT DISTINCT persons.properties___email AS prop
      FROM
        (SELECT person.id AS id,
-               replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email,
-               toTimeZone(person.created_at, 'UTC') AS created_at
+               argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email,
+               argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
         FROM person
-        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                         (SELECT person.id AS id, max(person.version) AS version
-                                                          FROM person
-                                                          WHERE equals(person.team_id, 2)
-                                                          GROUP BY person.id
-                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
+        WHERE equals(person.team_id, 2)
+        GROUP BY person.id
+        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
      WHERE isNotNull(prop)
      ORDER BY persons.created_at DESC)
   LIMIT 100 SETTINGS readonly=2,
@@ -108,15 +105,12 @@
     (SELECT DISTINCT persons.`properties___does not exist` AS prop
      FROM
        (SELECT person.id AS id,
-               replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'does not exist'), ''), 'null'), '^"|"$', '') AS `properties___does not exist`,
-               toTimeZone(person.created_at, 'UTC') AS created_at
+               argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'does not exist'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___does not exist`,
+               argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
         FROM person
-        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                         (SELECT person.id AS id, max(person.version) AS version
-                                                          FROM person
-                                                          WHERE equals(person.team_id, 2)
-                                                          GROUP BY person.id
-                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
+        WHERE equals(person.team_id, 2)
+        GROUP BY person.id
+        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
      WHERE isNotNull(prop)
      ORDER BY persons.created_at DESC)
   LIMIT 100 SETTINGS readonly=2,
@@ -135,15 +129,12 @@
     (SELECT DISTINCT persons.properties___age AS prop
      FROM
        (SELECT person.id AS id,
-               replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', '') AS properties___age,
-               toTimeZone(person.created_at, 'UTC') AS created_at
+               argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', ''), person.version) AS properties___age,
+               argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
         FROM person
-        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                         (SELECT person.id AS id, max(person.version) AS version
-                                                          FROM person
-                                                          WHERE equals(person.team_id, 2)
-                                                          GROUP BY person.id
-                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
+        WHERE equals(person.team_id, 2)
+        GROUP BY person.id
+        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
      WHERE isNotNull(prop)
      ORDER BY persons.created_at DESC)
   LIMIT 100 SETTINGS readonly=2,
diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel.ambr
index 8c5b1b85d1b2e..fb6f9d4cc1fee 100644
--- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel.ambr
+++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel.ambr
@@ -185,8 +185,8 @@
      WHERE ifNull(in(steps, [2, 3]), 0)
      ORDER BY aggregation_target ASC) AS source
   INNER JOIN
-    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
-            person.id AS id
+    (SELECT person.id AS id,
+            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
      FROM person
      WHERE equals(person.team_id, 2)
      GROUP BY person.id
@@ -479,15 +479,18 @@
                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                        LEFT JOIN
                          (SELECT person.id AS id,
-                                 replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email,
-                                 replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', '') AS properties___age
+                                 argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email,
+                                 argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', ''), person.version) AS properties___age
                           FROM person
-                          WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                           (SELECT person.id AS id, max(person.version) AS version
-                                                                            FROM person
-                                                                            WHERE equals(person.team_id, 2)
-                                                                            GROUP BY person.id
-                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                          WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                    (SELECT persons_where_optimization.id AS id
+                                                                     FROM person AS persons_where_optimization
+                                                                     WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                      (SELECT person.id AS id
+                                                                                                                                       FROM person
+                                                                                                                                       WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), or(and(ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.com%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '20'), 0)), ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.org%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '28'), 0))))))
+                          GROUP BY person.id
+                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                        WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-07-01 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('$pageview', 'user signed up')), or(and(ifNull(ilike(e__person.properties___email, '%.com%'), 0), ifNull(equals(e__person.properties___age, '20'), 0)), or(ifNull(ilike(e__person.properties___email, '%.org%'), 0), ifNull(equals(e__person.properties___age, '28'), 0)))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0)))))))
            WHERE ifNull(equals(step_0, 1), 0)))
      GROUP BY aggregation_target,
@@ -586,15 +589,18 @@
                              HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                           LEFT JOIN
                             (SELECT person.id AS id,
-                                    replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email,
-                                    replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', '') AS properties___age
+                                    argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email,
+                                    argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', ''), person.version) AS properties___age
                              FROM person
-                             WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                              (SELECT person.id AS id, max(person.version) AS version
-                                                                               FROM person
-                                                                               WHERE equals(person.team_id, 2)
-                                                                               GROUP BY person.id
-                                                                               HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                             WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                       (SELECT persons_where_optimization.id AS id
+                                                                        FROM person AS persons_where_optimization
+                                                                        WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                         (SELECT person.id AS id
+                                                                                                                                          FROM person
+                                                                                                                                          WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), or(and(ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.com%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '20'), 0)), ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.org%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '28'), 0))))))
+                             GROUP BY person.id
+                             HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                           WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-07-01 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('$pageview', 'user signed up')), or(and(ifNull(ilike(e__person.properties___email, '%.com%'), 0), ifNull(equals(e__person.properties___age, '20'), 0)), or(ifNull(ilike(e__person.properties___email, '%.org%'), 0), ifNull(equals(e__person.properties___age, '28'), 0)))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0)))))))
               WHERE ifNull(equals(step_0, 1), 0)))
         GROUP BY aggregation_target,
@@ -604,8 +610,8 @@
      WHERE ifNull(in(steps, [1, 2, 3]), 0)
      ORDER BY aggregation_target ASC) AS source
   INNER JOIN
-    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
-            person.id AS id
+    (SELECT person.id AS id,
+            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
      FROM person
      WHERE equals(person.team_id, 2)
      GROUP BY person.id
@@ -704,15 +710,18 @@
                              HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                           LEFT JOIN
                             (SELECT person.id AS id,
-                                    replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email,
-                                    replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', '') AS properties___age
+                                    argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email,
+                                    argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', ''), person.version) AS properties___age
                              FROM person
-                             WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                              (SELECT person.id AS id, max(person.version) AS version
-                                                                               FROM person
-                                                                               WHERE equals(person.team_id, 2)
-                                                                               GROUP BY person.id
-                                                                               HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                             WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                       (SELECT persons_where_optimization.id AS id
+                                                                        FROM person AS persons_where_optimization
+                                                                        WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                         (SELECT person.id AS id
+                                                                                                                                          FROM person
+                                                                                                                                          WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), or(and(ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.com%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '20'), 0)), ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.org%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '28'), 0))))))
+                             GROUP BY person.id
+                             HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                           WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-07-01 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('$pageview', 'user signed up')), or(and(ifNull(ilike(e__person.properties___email, '%.com%'), 0), ifNull(equals(e__person.properties___age, '20'), 0)), or(ifNull(ilike(e__person.properties___email, '%.org%'), 0), ifNull(equals(e__person.properties___age, '28'), 0)))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0)))))))
               WHERE ifNull(equals(step_0, 1), 0)))
         GROUP BY aggregation_target,
@@ -722,8 +731,8 @@
      WHERE ifNull(in(steps, [2, 3]), 0)
      ORDER BY aggregation_target ASC) AS source
   INNER JOIN
-    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
-            person.id AS id
+    (SELECT person.id AS id,
+            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
      FROM person
      WHERE equals(person.team_id, 2)
      GROUP BY person.id
@@ -822,15 +831,18 @@
                              HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                           LEFT JOIN
                             (SELECT person.id AS id,
-                                    replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email,
-                                    replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', '') AS properties___age
+                                    argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email,
+                                    argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', ''), person.version) AS properties___age
                              FROM person
-                             WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                              (SELECT person.id AS id, max(person.version) AS version
-                                                                               FROM person
-                                                                               WHERE equals(person.team_id, 2)
-                                                                               GROUP BY person.id
-                                                                               HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                             WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                       (SELECT persons_where_optimization.id AS id
+                                                                        FROM person AS persons_where_optimization
+                                                                        WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                         (SELECT person.id AS id
+                                                                                                                                          FROM person
+                                                                                                                                          WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), or(and(ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.com%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '20'), 0)), ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.org%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '28'), 0))))))
+                             GROUP BY person.id
+                             HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                           WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-07-01 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('$pageview', 'user signed up')), or(and(ifNull(ilike(e__person.properties___email, '%.com%'), 0), ifNull(equals(e__person.properties___age, '20'), 0)), or(ifNull(ilike(e__person.properties___email, '%.org%'), 0), ifNull(equals(e__person.properties___age, '28'), 0)))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0)))))))
               WHERE ifNull(equals(step_0, 1), 0)))
         GROUP BY aggregation_target,
@@ -840,8 +852,8 @@
      WHERE ifNull(in(steps, [3]), 0)
      ORDER BY aggregation_target ASC) AS source
   INNER JOIN
-    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
-            person.id AS id
+    (SELECT person.id AS id,
+            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
      FROM person
      WHERE equals(person.team_id, 2)
      GROUP BY person.id
diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation.ambr
index be8b077d2fca2..8ee62ceadae10 100644
--- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation.ambr
+++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation.ambr
@@ -228,14 +228,11 @@
                persons.properties AS person_props
         FROM
           (SELECT person.id AS id,
-                  person.properties AS properties
+                  argMax(person.properties, person.version) AS properties
            FROM person
-           WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                            (SELECT person.id AS id, max(person.version) AS version
-                                                             FROM person
-                                                             WHERE equals(person.team_id, 2)
-                                                             GROUP BY person.id
-                                                             HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons) AS persons ON equals(persons.id, funnel_actors.actor_id)) AS aggregation_target_with_props
+           WHERE equals(person.team_id, 2)
+           GROUP BY person.id
+           HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons) AS persons ON equals(persons.id, funnel_actors.actor_id)) AS aggregation_target_with_props
   GROUP BY (aggregation_target_with_props.prop).1, (aggregation_target_with_props.prop).2
   HAVING ifNull(notIn((aggregation_target_with_props.prop).1, []), 0)
   LIMIT 100
@@ -410,14 +407,17 @@
                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                        LEFT JOIN
                          (SELECT person.id AS id,
-                                 replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
+                                 argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
                           FROM person
-                          WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                           (SELECT person.id AS id, max(person.version) AS version
-                                                                            FROM person
-                                                                            WHERE equals(person.team_id, 2)
-                                                                            GROUP BY person.id
-                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                          WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                    (SELECT persons_where_optimization.id AS id
+                                                                     FROM person AS persons_where_optimization
+                                                                     WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                      (SELECT person.id AS id
+                                                                                                                                       FROM person
+                                                                                                                                       WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Positive'), 0)))))
+                          GROUP BY person.id
+                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                        WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                  WHERE ifNull(equals(step_0, 1), 0)))
            GROUP BY aggregation_target,
@@ -432,7 +432,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -460,14 +460,17 @@
                                                                         GROUP BY person_distinct_id_overrides.distinct_id
                                                                         HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                                      LEFT JOIN
-                                                                       (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
+                                                                       (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
                                                                         FROM person
-                                                                        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                         (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                          FROM person
-                                                                                                                          WHERE equals(person.team_id, 2)
-                                                                                                                          GROUP BY person.id
-                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                                        WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                  (SELECT persons_where_optimization.id AS id
+                                                                                                                   FROM person AS persons_where_optimization
+                                                                                                                   WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                                    (SELECT person.id AS id
+                                                                                                                                                                                     FROM person
+                                                                                                                                                                                     WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Positive'), 0)))))
+                                                                        GROUP BY person.id
+                                                                        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                                      WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                                                                WHERE ifNull(equals(step_0, 1), 0)))
                                                          GROUP BY aggregation_target, steps
@@ -601,14 +604,17 @@
                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                        LEFT JOIN
                          (SELECT person.id AS id,
-                                 replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
+                                 argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
                           FROM person
-                          WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                           (SELECT person.id AS id, max(person.version) AS version
-                                                                            FROM person
-                                                                            WHERE equals(person.team_id, 2)
-                                                                            GROUP BY person.id
-                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                          WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                    (SELECT persons_where_optimization.id AS id
+                                                                     FROM person AS persons_where_optimization
+                                                                     WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                      (SELECT person.id AS id
+                                                                                                                                       FROM person
+                                                                                                                                       WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Positive'), 0)))))
+                          GROUP BY person.id
+                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                        WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                  WHERE ifNull(equals(step_0, 1), 0)))
            GROUP BY aggregation_target,
@@ -623,7 +629,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -651,14 +657,17 @@
                                                                         GROUP BY person_distinct_id_overrides.distinct_id
                                                                         HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                                      LEFT JOIN
-                                                                       (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
+                                                                       (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
                                                                         FROM person
-                                                                        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                         (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                          FROM person
-                                                                                                                          WHERE equals(person.team_id, 2)
-                                                                                                                          GROUP BY person.id
-                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                                        WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                  (SELECT persons_where_optimization.id AS id
+                                                                                                                   FROM person AS persons_where_optimization
+                                                                                                                   WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                                    (SELECT person.id AS id
+                                                                                                                                                                                     FROM person
+                                                                                                                                                                                     WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Positive'), 0)))))
+                                                                        GROUP BY person.id
+                                                                        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                                      WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                                                                WHERE ifNull(equals(step_0, 1), 0)))
                                                          GROUP BY aggregation_target, steps
@@ -792,14 +801,17 @@
                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                        LEFT JOIN
                          (SELECT person.id AS id,
-                                 replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
+                                 argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
                           FROM person
-                          WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                           (SELECT person.id AS id, max(person.version) AS version
-                                                                            FROM person
-                                                                            WHERE equals(person.team_id, 2)
-                                                                            GROUP BY person.id
-                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                          WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                    (SELECT persons_where_optimization.id AS id
+                                                                     FROM person AS persons_where_optimization
+                                                                     WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                      (SELECT person.id AS id
+                                                                                                                                       FROM person
+                                                                                                                                       WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Negative'), 0)))))
+                          GROUP BY person.id
+                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                        WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                  WHERE ifNull(equals(step_0, 1), 0)))
            GROUP BY aggregation_target,
@@ -814,7 +826,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -842,14 +854,17 @@
                                                                         GROUP BY person_distinct_id_overrides.distinct_id
                                                                         HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                                      LEFT JOIN
-                                                                       (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
+                                                                       (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
                                                                         FROM person
-                                                                        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                         (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                          FROM person
-                                                                                                                          WHERE equals(person.team_id, 2)
-                                                                                                                          GROUP BY person.id
-                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                                        WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                  (SELECT persons_where_optimization.id AS id
+                                                                                                                   FROM person AS persons_where_optimization
+                                                                                                                   WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                                    (SELECT person.id AS id
+                                                                                                                                                                                     FROM person
+                                                                                                                                                                                     WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Negative'), 0)))))
+                                                                        GROUP BY person.id
+                                                                        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                                      WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                                                                WHERE ifNull(equals(step_0, 1), 0)))
                                                          GROUP BY aggregation_target, steps
@@ -983,14 +998,17 @@
                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                        LEFT JOIN
                          (SELECT person.id AS id,
-                                 replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
+                                 argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
                           FROM person
-                          WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                           (SELECT person.id AS id, max(person.version) AS version
-                                                                            FROM person
-                                                                            WHERE equals(person.team_id, 2)
-                                                                            GROUP BY person.id
-                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                          WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                    (SELECT persons_where_optimization.id AS id
+                                                                     FROM person AS persons_where_optimization
+                                                                     WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                      (SELECT person.id AS id
+                                                                                                                                       FROM person
+                                                                                                                                       WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Negative'), 0)))))
+                          GROUP BY person.id
+                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                        WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                  WHERE ifNull(equals(step_0, 1), 0)))
            GROUP BY aggregation_target,
@@ -1005,7 +1023,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -1033,14 +1051,17 @@
                                                                         GROUP BY person_distinct_id_overrides.distinct_id
                                                                         HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                                      LEFT JOIN
-                                                                       (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
+                                                                       (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
                                                                         FROM person
-                                                                        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                         (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                          FROM person
-                                                                                                                          WHERE equals(person.team_id, 2)
-                                                                                                                          GROUP BY person.id
-                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                                        WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                  (SELECT persons_where_optimization.id AS id
+                                                                                                                   FROM person AS persons_where_optimization
+                                                                                                                   WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                                    (SELECT person.id AS id
+                                                                                                                                                                                     FROM person
+                                                                                                                                                                                     WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Negative'), 0)))))
+                                                                        GROUP BY person.id
+                                                                        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                                      WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                                                                WHERE ifNull(equals(step_0, 1), 0)))
                                                          GROUP BY aggregation_target, steps
@@ -1154,14 +1175,11 @@
                persons.properties AS person_props
         FROM
           (SELECT person.id AS id,
-                  person.properties AS properties
+                  argMax(person.properties, person.version) AS properties
            FROM person
-           WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                            (SELECT person.id AS id, max(person.version) AS version
-                                                             FROM person
-                                                             WHERE equals(person.team_id, 2)
-                                                             GROUP BY person.id
-                                                             HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons) AS persons ON equals(persons.id, funnel_actors.actor_id)) AS aggregation_target_with_props
+           WHERE equals(person.team_id, 2)
+           GROUP BY person.id
+           HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons) AS persons ON equals(persons.id, funnel_actors.actor_id)) AS aggregation_target_with_props
   GROUP BY (aggregation_target_with_props.prop).1, (aggregation_target_with_props.prop).2
   HAVING ifNull(notIn((aggregation_target_with_props.prop).1, []), 0)
   LIMIT 100
@@ -1336,14 +1354,17 @@
                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                        LEFT JOIN
                          (SELECT person.id AS id,
-                                 nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
+                                 argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
                           FROM person
-                          WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                           (SELECT person.id AS id, max(person.version) AS version
-                                                                            FROM person
-                                                                            WHERE equals(person.team_id, 2)
-                                                                            GROUP BY person.id
-                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                          WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                    (SELECT persons_where_optimization.id AS id
+                                                                     FROM person AS persons_where_optimization
+                                                                     WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                      (SELECT person.id AS id
+                                                                                                                                       FROM person
+                                                                                                                                       WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Positive'), 0)))))
+                          GROUP BY person.id
+                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                        WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                  WHERE ifNull(equals(step_0, 1), 0)))
            GROUP BY aggregation_target,
@@ -1358,7 +1379,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -1386,14 +1407,17 @@
                                                                         GROUP BY person_distinct_id_overrides.distinct_id
                                                                         HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                                      LEFT JOIN
-                                                                       (SELECT person.id AS id, nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
+                                                                       (SELECT person.id AS id, argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
                                                                         FROM person
-                                                                        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                         (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                          FROM person
-                                                                                                                          WHERE equals(person.team_id, 2)
-                                                                                                                          GROUP BY person.id
-                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                                        WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                  (SELECT persons_where_optimization.id AS id
+                                                                                                                   FROM person AS persons_where_optimization
+                                                                                                                   WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                                    (SELECT person.id AS id
+                                                                                                                                                                                     FROM person
+                                                                                                                                                                                     WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Positive'), 0)))))
+                                                                        GROUP BY person.id
+                                                                        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                                      WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                                                                WHERE ifNull(equals(step_0, 1), 0)))
                                                          GROUP BY aggregation_target, steps
@@ -1527,14 +1551,17 @@
                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                        LEFT JOIN
                          (SELECT person.id AS id,
-                                 nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
+                                 argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
                           FROM person
-                          WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                           (SELECT person.id AS id, max(person.version) AS version
-                                                                            FROM person
-                                                                            WHERE equals(person.team_id, 2)
-                                                                            GROUP BY person.id
-                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                          WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                    (SELECT persons_where_optimization.id AS id
+                                                                     FROM person AS persons_where_optimization
+                                                                     WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                      (SELECT person.id AS id
+                                                                                                                                       FROM person
+                                                                                                                                       WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Positive'), 0)))))
+                          GROUP BY person.id
+                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                        WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                  WHERE ifNull(equals(step_0, 1), 0)))
            GROUP BY aggregation_target,
@@ -1549,7 +1576,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -1577,14 +1604,17 @@
                                                                         GROUP BY person_distinct_id_overrides.distinct_id
                                                                         HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                                      LEFT JOIN
-                                                                       (SELECT person.id AS id, nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
+                                                                       (SELECT person.id AS id, argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
                                                                         FROM person
-                                                                        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                         (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                          FROM person
-                                                                                                                          WHERE equals(person.team_id, 2)
-                                                                                                                          GROUP BY person.id
-                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                                        WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                  (SELECT persons_where_optimization.id AS id
+                                                                                                                   FROM person AS persons_where_optimization
+                                                                                                                   WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                                    (SELECT person.id AS id
+                                                                                                                                                                                     FROM person
+                                                                                                                                                                                     WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Positive'), 0)))))
+                                                                        GROUP BY person.id
+                                                                        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                                      WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                                                                WHERE ifNull(equals(step_0, 1), 0)))
                                                          GROUP BY aggregation_target, steps
@@ -1718,14 +1748,17 @@
                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                        LEFT JOIN
                          (SELECT person.id AS id,
-                                 nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
+                                 argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
                           FROM person
-                          WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                           (SELECT person.id AS id, max(person.version) AS version
-                                                                            FROM person
-                                                                            WHERE equals(person.team_id, 2)
-                                                                            GROUP BY person.id
-                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                          WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                    (SELECT persons_where_optimization.id AS id
+                                                                     FROM person AS persons_where_optimization
+                                                                     WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                      (SELECT person.id AS id
+                                                                                                                                       FROM person
+                                                                                                                                       WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Negative'), 0)))))
+                          GROUP BY person.id
+                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                        WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                  WHERE ifNull(equals(step_0, 1), 0)))
            GROUP BY aggregation_target,
@@ -1740,7 +1773,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -1768,14 +1801,17 @@
                                                                         GROUP BY person_distinct_id_overrides.distinct_id
                                                                         HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                                      LEFT JOIN
-                                                                       (SELECT person.id AS id, nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
+                                                                       (SELECT person.id AS id, argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
                                                                         FROM person
-                                                                        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                         (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                          FROM person
-                                                                                                                          WHERE equals(person.team_id, 2)
-                                                                                                                          GROUP BY person.id
-                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                                        WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                  (SELECT persons_where_optimization.id AS id
+                                                                                                                   FROM person AS persons_where_optimization
+                                                                                                                   WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                                    (SELECT person.id AS id
+                                                                                                                                                                                     FROM person
+                                                                                                                                                                                     WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Negative'), 0)))))
+                                                                        GROUP BY person.id
+                                                                        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                                      WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                                                                WHERE ifNull(equals(step_0, 1), 0)))
                                                          GROUP BY aggregation_target, steps
@@ -1909,14 +1945,17 @@
                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                        LEFT JOIN
                          (SELECT person.id AS id,
-                                 nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
+                                 argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
                           FROM person
-                          WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                           (SELECT person.id AS id, max(person.version) AS version
-                                                                            FROM person
-                                                                            WHERE equals(person.team_id, 2)
-                                                                            GROUP BY person.id
-                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                          WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                    (SELECT persons_where_optimization.id AS id
+                                                                     FROM person AS persons_where_optimization
+                                                                     WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                      (SELECT person.id AS id
+                                                                                                                                       FROM person
+                                                                                                                                       WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Negative'), 0)))))
+                          GROUP BY person.id
+                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                        WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                  WHERE ifNull(equals(step_0, 1), 0)))
            GROUP BY aggregation_target,
@@ -1931,7 +1970,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -1959,14 +1998,17 @@
                                                                         GROUP BY person_distinct_id_overrides.distinct_id
                                                                         HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                                      LEFT JOIN
-                                                                       (SELECT person.id AS id, nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
+                                                                       (SELECT person.id AS id, argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
                                                                         FROM person
-                                                                        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                         (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                          FROM person
-                                                                                                                          WHERE equals(person.team_id, 2)
-                                                                                                                          GROUP BY person.id
-                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                                        WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                  (SELECT persons_where_optimization.id AS id
+                                                                                                                   FROM person AS persons_where_optimization
+                                                                                                                   WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                                    (SELECT person.id AS id
+                                                                                                                                                                                     FROM person
+                                                                                                                                                                                     WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Negative'), 0)))))
+                                                                        GROUP BY person.id
+                                                                        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                                      WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                                                                WHERE ifNull(equals(step_0, 1), 0)))
                                                          GROUP BY aggregation_target, steps
diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_actors.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_actors.ambr
index 46d4cbd700ebb..7fc8c6038b0c4 100644
--- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_actors.ambr
+++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_actors.ambr
@@ -115,7 +115,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -368,7 +368,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -547,14 +547,17 @@
                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                        LEFT JOIN
                          (SELECT person.id AS id,
-                                 replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', '') AS properties___foo
+                                 argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), person.version) AS properties___foo
                           FROM person
-                          WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                           (SELECT person.id AS id, max(person.version) AS version
-                                                                            FROM person
-                                                                            WHERE equals(person.team_id, 2)
-                                                                            GROUP BY person.id
-                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                          WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                    (SELECT persons_where_optimization.id AS id
+                                                                     FROM person AS persons_where_optimization
+                                                                     WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                      (SELECT person.id AS id
+                                                                                                                                       FROM person
+                                                                                                                                       WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'foo'), ''), 'null'), '^"|"$', ''), 'bar'), 0)))))
+                          GROUP BY person.id
+                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                        WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-08 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('$pageview', 'insight analyzed')), ifNull(equals(e__person.properties___foo, 'bar'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                  WHERE ifNull(equals(step_0, 1), 0)))
            GROUP BY aggregation_target,
@@ -569,7 +572,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -597,14 +600,17 @@
                                                                         GROUP BY person_distinct_id_overrides.distinct_id
                                                                         HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                                      LEFT JOIN
-                                                                       (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', '') AS properties___foo
+                                                                       (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), person.version) AS properties___foo
                                                                         FROM person
-                                                                        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                         (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                          FROM person
-                                                                                                                          WHERE equals(person.team_id, 2)
-                                                                                                                          GROUP BY person.id
-                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                                        WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                  (SELECT persons_where_optimization.id AS id
+                                                                                                                   FROM person AS persons_where_optimization
+                                                                                                                   WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                                    (SELECT person.id AS id
+                                                                                                                                                                                     FROM person
+                                                                                                                                                                                     WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'foo'), ''), 'null'), '^"|"$', ''), 'bar'), 0)))))
+                                                                        GROUP BY person.id
+                                                                        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                                      WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-08 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('$pageview', 'insight analyzed')), ifNull(equals(e__person.properties___foo, 'bar'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                                                                WHERE ifNull(equals(step_0, 1), 0)))
                                                          GROUP BY aggregation_target, steps
@@ -642,7 +648,6 @@
                      max_bytes_before_external_group_by=0
   '''
 # ---
-<<<<<<< HEAD
 # name: TestFunnelCorrelationActors.test_strict_funnel_correlation_with_recordings
   '''
   SELECT persons.id,
@@ -739,14 +744,17 @@
                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                        LEFT JOIN
                          (SELECT person.id AS id,
-                                 replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', '') AS properties___foo
+                                 argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), person.version) AS properties___foo
                           FROM person
-                          WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                           (SELECT person.id AS id, max(person.version) AS version
-                                                                            FROM person
-                                                                            WHERE equals(person.team_id, 2)
-                                                                            GROUP BY person.id
-                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                          WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                    (SELECT person.id AS id
+                                                                     FROM person
+                                                                     WHERE and(equals(person.team_id, 2), notIn(person.id,
+                                                                                                                  (SELECT person.id AS id
+                                                                                                                   FROM person
+                                                                                                                   WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), 'bar'), 0)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), 'bar'), 0))
+                          GROUP BY person.id
+                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                        WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-08 23:59:59.999999', 6, 'UTC'))), ifNull(equals(e__person.properties___foo, 'bar'), 0))))
                  WHERE ifNull(equals(step_0, 1), 0)))
            GROUP BY aggregation_target,
@@ -761,7 +769,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -789,14 +797,17 @@
                                                                         GROUP BY person_distinct_id_overrides.distinct_id
                                                                         HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                                      LEFT JOIN
-                                                                       (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', '') AS properties___foo
+                                                                       (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), person.version) AS properties___foo
                                                                         FROM person
-                                                                        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                         (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                          FROM person
-                                                                                                                          WHERE equals(person.team_id, 2)
-                                                                                                                          GROUP BY person.id
-                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                                        WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                  (SELECT person.id AS id
+                                                                                                                   FROM person
+                                                                                                                   WHERE and(equals(person.team_id, 2), notIn(person.id,
+                                                                                                                                                                (SELECT person.id AS id
+                                                                                                                                                                 FROM person
+                                                                                                                                                                 WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), 'bar'), 0)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), 'bar'), 0))
+                                                                        GROUP BY person.id
+                                                                        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                                      WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-08 23:59:59.999999', 6, 'UTC'))), ifNull(equals(e__person.properties___foo, 'bar'), 0))))
                                                                WHERE ifNull(equals(step_0, 1), 0)))
                                                          GROUP BY aggregation_target, steps
@@ -930,14 +941,17 @@
                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                        LEFT JOIN
                          (SELECT person.id AS id,
-                                 replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', '') AS properties___foo
+                                 argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), person.version) AS properties___foo
                           FROM person
-                          WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                           (SELECT person.id AS id, max(person.version) AS version
-                                                                            FROM person
-                                                                            WHERE equals(person.team_id, 2)
-                                                                            GROUP BY person.id
-                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                          WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                    (SELECT person.id AS id
+                                                                     FROM person
+                                                                     WHERE and(equals(person.team_id, 2), notIn(person.id,
+                                                                                                                  (SELECT person.id AS id
+                                                                                                                   FROM person
+                                                                                                                   WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), 'bar'), 0)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), 'bar'), 0))
+                          GROUP BY person.id
+                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                        WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-08 23:59:59.999999', 6, 'UTC'))), ifNull(equals(e__person.properties___foo, 'bar'), 0))))
                  WHERE ifNull(equals(step_0, 1), 0)))
            GROUP BY aggregation_target,
@@ -952,7 +966,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -980,14 +994,17 @@
                                                                         GROUP BY person_distinct_id_overrides.distinct_id
                                                                         HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                                      LEFT JOIN
-                                                                       (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', '') AS properties___foo
+                                                                       (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), person.version) AS properties___foo
                                                                         FROM person
-                                                                        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                         (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                          FROM person
-                                                                                                                          WHERE equals(person.team_id, 2)
-                                                                                                                          GROUP BY person.id
-                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                                        WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                  (SELECT person.id AS id
+                                                                                                                   FROM person
+                                                                                                                   WHERE and(equals(person.team_id, 2), notIn(person.id,
+                                                                                                                                                                (SELECT person.id AS id
+                                                                                                                                                                 FROM person
+                                                                                                                                                                 WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), 'bar'), 0)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), 'bar'), 0))
+                                                                        GROUP BY person.id
+                                                                        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                                      WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-08 23:59:59.999999', 6, 'UTC'))), ifNull(equals(e__person.properties___foo, 'bar'), 0))))
                                                                WHERE ifNull(equals(step_0, 1), 0)))
                                                          GROUP BY aggregation_target, steps
@@ -1025,5 +1042,3 @@
                      max_bytes_before_external_group_by=0
   '''
 # ---
-=======
->>>>>>> origin/master
diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_actors_udf.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_actors_udf.ambr
index 3a16355324cb4..7ffa9ae0a988b 100644
--- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_actors_udf.ambr
+++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_actors_udf.ambr
@@ -67,7 +67,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -199,7 +199,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -313,14 +313,17 @@
                  HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
               LEFT JOIN
                 (SELECT person.id AS id,
-                        replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', '') AS properties___foo
+                        argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), person.version) AS properties___foo
                  FROM person
-                 WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                  (SELECT person.id AS id, max(person.version) AS version
-                                                                   FROM person
-                                                                   WHERE equals(person.team_id, 2)
-                                                                   GROUP BY person.id
-                                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                 WHERE and(equals(person.team_id, 2), in(person.id,
+                                                           (SELECT persons_where_optimization.id AS id
+                                                            FROM person AS persons_where_optimization
+                                                            WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                             (SELECT person.id AS id
+                                                                                                                              FROM person
+                                                                                                                              WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'foo'), ''), 'null'), '^"|"$', ''), 'bar'), 0)))))
+                 GROUP BY person.id
+                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
               WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-08 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('$pageview', 'insight analyzed')), ifNull(equals(e__person.properties___foo, 'bar'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
            GROUP BY aggregation_target
            HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -332,7 +335,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -354,14 +357,17 @@
                                                                GROUP BY person_distinct_id_overrides.distinct_id
                                                                HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                             LEFT JOIN
-                                                              (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', '') AS properties___foo
+                                                              (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), person.version) AS properties___foo
                                                                FROM person
-                                                               WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                 FROM person
-                                                                                                                 WHERE equals(person.team_id, 2)
-                                                                                                                 GROUP BY person.id
-                                                                                                                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                               WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                         (SELECT persons_where_optimization.id AS id
+                                                                                                          FROM person AS persons_where_optimization
+                                                                                                          WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                           (SELECT person.id AS id
+                                                                                                                                                                            FROM person
+                                                                                                                                                                            WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'foo'), ''), 'null'), '^"|"$', ''), 'bar'), 0)))))
+                                                               GROUP BY person.id
+                                                               HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                             WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-08 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('$pageview', 'insight analyzed')), ifNull(equals(e__person.properties___foo, 'bar'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
                                                          GROUP BY aggregation_target
                                                          HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -397,205 +403,3 @@
                      max_bytes_before_external_group_by=0
   '''
 # ---
-# name: TestFunnelCorrelationsActorsUDF.test_strict_funnel_correlation_with_recordings
-  '''
-  SELECT sum(step_1) AS step_1,
-         sum(step_2) AS step_2,
-         arrayMap(x -> if(isNaN(x), NULL, x), [avgArrayOrNull(step_1_conversion_times)])[1] AS step_1_average_conversion_time,
-         arrayMap(x -> if(isNaN(x), NULL, x), [medianArrayOrNull(step_1_conversion_times)])[1] AS step_1_median_conversion_time,
-         groupArray(row_number) AS row_number,
-         final_prop AS final_prop
-  FROM
-    (SELECT countIf(ifNull(ifNull(equals(step_reached, 0), 0), 0)) AS step_1,
-            countIf(ifNull(ifNull(equals(step_reached, 1), 0), 0)) AS step_2,
-            groupArrayIf(timings[1], ifNull(greater(timings[1], 0), 0)) AS step_1_conversion_times,
-            rowNumberInBlock() AS row_number,
-            breakdown AS final_prop
-     FROM
-       (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array,
-               arrayJoin(aggregate_funnel_array(2, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3)
-                                                                                                                                                          and isNull(x2.3)), ifNull(greater(x.1, x2.1), 0))), events_array, arrayRotateRight(events_array, 1)))) AS af_tuple,
-               af_tuple.1 AS step_reached,
-               plus(af_tuple.1, 1) AS steps,
-               af_tuple.2 AS breakdown,
-               af_tuple.3 AS timings,
-               aggregation_target AS aggregation_target
-        FROM
-          (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp,
-                  if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target,
-                  e.uuid AS uuid,
-                  e.`$session_id` AS `$session_id`,
-                  e.`$window_id` AS `$window_id`,
-                  if(equals(e.event, '$pageview'), 1, 0) AS step_0,
-                  if(equals(e.event, 'insight analyzed'), 1, 0) AS step_1
-           FROM events AS e
-           LEFT OUTER JOIN
-             (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
-                     person_distinct_id_overrides.distinct_id AS distinct_id
-              FROM person_distinct_id_overrides
-              WHERE equals(person_distinct_id_overrides.team_id, 2)
-              GROUP BY person_distinct_id_overrides.distinct_id
-              HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
-           WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-08 23:59:59.999999', 6, 'UTC')))))
-        GROUP BY aggregation_target
-        HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
-     GROUP BY breakdown
-     ORDER BY step_2 DESC, step_1 DESC)
-  GROUP BY final_prop
-  LIMIT 100 SETTINGS readonly=2,
-                     max_execution_time=60,
-                     allow_experimental_object_type=1,
-                     format_csv_allow_double_quotes=0,
-                     max_ast_elements=4000000,
-                     max_expanded_ast_elements=4000000,
-                     max_bytes_before_external_group_by=23622320128,
-                     allow_experimental_analyzer=1
-  '''
-# ---
-# name: TestFunnelCorrelationsActorsUDF.test_strict_funnel_correlation_with_recordings.1
-  '''
-  SELECT DISTINCT session_replay_events.session_id AS session_id
-  FROM session_replay_events
-  WHERE and(equals(session_replay_events.team_id, 2), ifNull(greaterOrEquals(toTimeZone(session_replay_events.min_first_timestamp, 'UTC'), minus(toDateTime64('2021-01-02 00:00:00.000000', 6, 'UTC'), toIntervalDay(21))), 0), in(session_replay_events.session_id, ['s2']))
-  LIMIT 100 SETTINGS readonly=2,
-                     max_execution_time=60,
-                     allow_experimental_object_type=1,
-                     format_csv_allow_double_quotes=0,
-                     max_ast_elements=4000000,
-                     max_expanded_ast_elements=4000000,
-                     max_bytes_before_external_group_by=0
-  '''
-# ---
-# name: TestFunnelCorrelationsActorsUDF.test_strict_funnel_correlation_with_recordings.2
-  '''
-  SELECT persons.id,
-         persons.id AS id,
-         source.matching_events AS matching_events
-  FROM
-    (SELECT funnel_actors.actor_id AS actor_id,
-            any(funnel_actors.matching_events) AS matching_events
-     FROM
-       (SELECT aggregation_target AS actor_id,
-               matched_events_array[plus(step_reached, 1)] AS matching_events,
-               (matched_events_array[1][1]).1 AS timestamp,
-               nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp,
-               (matched_events_array[1][1]).1 AS first_timestamp,
-               steps AS steps,
-               final_timestamp,
-               first_timestamp
-        FROM
-          (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array,
-                  arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3)
-                                                                                                                                                                and isNull(x2.3)), ifNull(greater(x.1, x2.1), 0))), events_array, arrayRotateRight(events_array, 1)))) AS af_tuple,
-                  arrayJoin(aggregate_funnel_array(2, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3)
-                                                                                                                                                             and isNull(x2.3)), ifNull(greater(x.1, x2.1), 0))), events_array, arrayRotateRight(events_array, 1)))) AS af_tuple,
-                  af_tuple.1 AS step_reached,
-                  plus(af_tuple.1, 1) AS steps,
-                  af_tuple.2 AS breakdown,
-                  af_tuple.3 AS timings,
-                  af_tuple.4 AS matched_event_uuids_array_array,
-                  groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events,
-                  mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map,
-                  arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array,
-                  aggregation_target AS aggregation_target
-           FROM
-             (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp,
-                     if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target,
-                     e.uuid AS uuid,
-                     e.`$session_id` AS `$session_id`,
-                     e.`$window_id` AS `$window_id`,
-                     if(equals(e.event, '$pageview'), 1, 0) AS step_0,
-                     if(equals(e.event, 'insight analyzed'), 1, 0) AS step_1
-              FROM events AS e
-              LEFT OUTER JOIN
-                (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
-                        person_distinct_id_overrides.distinct_id AS distinct_id
-                 FROM person_distinct_id_overrides
-                 WHERE equals(person_distinct_id_overrides.team_id, 2)
-                 GROUP BY person_distinct_id_overrides.distinct_id
-                 HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
-              LEFT JOIN
-                (SELECT person.id AS id,
-                        replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', '') AS properties___foo
-                 FROM person
-                 WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                  (SELECT person.id AS id, max(person.version) AS version
-                                                                   FROM person
-                                                                   WHERE equals(person.team_id, 2)
-                                                                   GROUP BY person.id
-                                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
-              WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-08 23:59:59.999999', 6, 'UTC'))), ifNull(equals(e__person.properties___foo, 'bar'), 0)))
-           GROUP BY aggregation_target
-           HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
-        WHERE ifNull(greaterOrEquals(step_reached, 0), 0)
-        ORDER BY aggregation_target ASC) AS funnel_actors
-     WHERE ifNull(notEquals(funnel_actors.steps, 2), 1)
-     GROUP BY funnel_actors.actor_id
-     ORDER BY funnel_actors.actor_id ASC) AS source
-  INNER JOIN
-    (SELECT person.id AS id
-     FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
-                                               (SELECT source.actor_id AS actor_id
-                                                FROM
-                                                  (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
-                                                   FROM
-                                                     (SELECT aggregation_target AS actor_id, matched_events_array[plus(step_reached, 1)] AS matching_events, (matched_events_array[1][1]).1 AS timestamp, nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp, (matched_events_array[1][1]).1 AS first_timestamp, steps AS steps, final_timestamp, first_timestamp
-                                                      FROM
-                                                        (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3)
-                                                                                                                                                                                                                                                                                                                                                                                                                    and isNull(x2.3)), ifNull(greater(x.1, x2.1), 0))), events_array, arrayRotateRight(events_array, 1)))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target
-                                                        (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array(2, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3)
-                                                                                                                                                                                                                                                                                                                                                                                                                 and isNull(x2.3)), ifNull(greater(x.1, x2.1), 0))), events_array, arrayRotateRight(events_array, 1)))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target
-                                                         FROM
-                                                           (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, e.uuid AS uuid, e.`$session_id` AS `$session_id`, e.`$window_id` AS `$window_id`, if(equals(e.event, '$pageview'), 1, 0) AS step_0, if(equals(e.event, 'insight analyzed'), 1, 0) AS step_1
-                                                            FROM events AS e
-                                                            LEFT OUTER JOIN
-                                                              (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, person_distinct_id_overrides.distinct_id AS distinct_id
-                                                               FROM person_distinct_id_overrides
-                                                               WHERE equals(person_distinct_id_overrides.team_id, 2)
-                                                               GROUP BY person_distinct_id_overrides.distinct_id
-                                                               HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
-                                                            LEFT JOIN
-                                                              (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', '') AS properties___foo
-                                                               FROM person
-                                                               WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                 FROM person
-                                                                                                                 WHERE equals(person.team_id, 2)
-                                                                                                                 GROUP BY person.id
-                                                                                                                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
-                                                            WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-08 23:59:59.999999', 6, 'UTC'))), ifNull(equals(e__person.properties___foo, 'bar'), 0)))
-                                                         GROUP BY aggregation_target
-                                                         HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
-                                                      WHERE ifNull(greaterOrEquals(step_reached, 0), 0)
-                                                      ORDER BY aggregation_target ASC) AS funnel_actors
-                                                   WHERE ifNull(notEquals(funnel_actors.steps, 2), 1)
-                                                   GROUP BY funnel_actors.actor_id
-                                                   ORDER BY funnel_actors.actor_id ASC) AS source)))
-     GROUP BY person.id
-     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id)
-  ORDER BY persons.id ASC
-  LIMIT 101
-  OFFSET 0 SETTINGS readonly=2,
-                    max_execution_time=60,
-                    allow_experimental_object_type=1,
-                    format_csv_allow_double_quotes=0,
-                    max_ast_elements=4000000,
-                    max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
-  '''
-# ---
-# name: TestFunnelCorrelationsActorsUDF.test_strict_funnel_correlation_with_recordings.3
-  '''
-  SELECT DISTINCT session_replay_events.session_id AS session_id
-  FROM session_replay_events
-  WHERE and(equals(session_replay_events.team_id, 2), ifNull(greaterOrEquals(toTimeZone(session_replay_events.min_first_timestamp, 'UTC'), minus(toDateTime64('2021-01-02 00:00:00.000000', 6, 'UTC'), toIntervalDay(21))), 0), in(session_replay_events.session_id, ['s3']))
-  LIMIT 100 SETTINGS readonly=2,
-                     max_execution_time=60,
-                     allow_experimental_object_type=1,
-                     format_csv_allow_double_quotes=0,
-                     max_ast_elements=4000000,
-                     max_expanded_ast_elements=4000000,
-                     max_bytes_before_external_group_by=0
-  '''
-# ---
diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_udf.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_udf.ambr
index 2ce1ce619f3a2..b640659ffa298 100644
--- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_udf.ambr
+++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_udf.ambr
@@ -177,14 +177,11 @@
                persons.properties AS person_props
         FROM
           (SELECT person.id AS id,
-                  person.properties AS properties
+                  argMax(person.properties, person.version) AS properties
            FROM person
-           WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                            (SELECT person.id AS id, max(person.version) AS version
-                                                             FROM person
-                                                             WHERE equals(person.team_id, 2)
-                                                             GROUP BY person.id
-                                                             HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons) AS persons ON equals(persons.id, funnel_actors.actor_id)) AS aggregation_target_with_props
+           WHERE equals(person.team_id, 2)
+           GROUP BY person.id
+           HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons) AS persons ON equals(persons.id, funnel_actors.actor_id)) AS aggregation_target_with_props
   GROUP BY (aggregation_target_with_props.prop).1, (aggregation_target_with_props.prop).2
   HAVING ifNull(notIn((aggregation_target_with_props.prop).1, []), 0)
   LIMIT 100
@@ -297,14 +294,17 @@
                  HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
               LEFT JOIN
                 (SELECT person.id AS id,
-                        replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
+                        argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
                  FROM person
-                 WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                  (SELECT person.id AS id, max(person.version) AS version
-                                                                   FROM person
-                                                                   WHERE equals(person.team_id, 2)
-                                                                   GROUP BY person.id
-                                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                 WHERE and(equals(person.team_id, 2), in(person.id,
+                                                           (SELECT persons_where_optimization.id AS id
+                                                            FROM person AS persons_where_optimization
+                                                            WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                             (SELECT person.id AS id
+                                                                                                                              FROM person
+                                                                                                                              WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Positive'), 0)))))
+                 GROUP BY person.id
+                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
               WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
            GROUP BY aggregation_target
            HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -316,7 +316,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -338,14 +338,17 @@
                                                                GROUP BY person_distinct_id_overrides.distinct_id
                                                                HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                             LEFT JOIN
-                                                              (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
+                                                              (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
                                                                FROM person
-                                                               WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                 FROM person
-                                                                                                                 WHERE equals(person.team_id, 2)
-                                                                                                                 GROUP BY person.id
-                                                                                                                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                               WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                         (SELECT persons_where_optimization.id AS id
+                                                                                                          FROM person AS persons_where_optimization
+                                                                                                          WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                           (SELECT person.id AS id
+                                                                                                                                                                            FROM person
+                                                                                                                                                                            WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Positive'), 0)))))
+                                                               GROUP BY person.id
+                                                               HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                             WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
                                                          GROUP BY aggregation_target
                                                          HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -432,14 +435,17 @@
                  HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
               LEFT JOIN
                 (SELECT person.id AS id,
-                        replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
+                        argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
                  FROM person
-                 WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                  (SELECT person.id AS id, max(person.version) AS version
-                                                                   FROM person
-                                                                   WHERE equals(person.team_id, 2)
-                                                                   GROUP BY person.id
-                                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                 WHERE and(equals(person.team_id, 2), in(person.id,
+                                                           (SELECT persons_where_optimization.id AS id
+                                                            FROM person AS persons_where_optimization
+                                                            WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                             (SELECT person.id AS id
+                                                                                                                              FROM person
+                                                                                                                              WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Positive'), 0)))))
+                 GROUP BY person.id
+                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
               WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
            GROUP BY aggregation_target
            HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -451,7 +457,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -473,14 +479,17 @@
                                                                GROUP BY person_distinct_id_overrides.distinct_id
                                                                HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                             LEFT JOIN
-                                                              (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
+                                                              (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
                                                                FROM person
-                                                               WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                 FROM person
-                                                                                                                 WHERE equals(person.team_id, 2)
-                                                                                                                 GROUP BY person.id
-                                                                                                                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                               WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                         (SELECT persons_where_optimization.id AS id
+                                                                                                          FROM person AS persons_where_optimization
+                                                                                                          WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                           (SELECT person.id AS id
+                                                                                                                                                                            FROM person
+                                                                                                                                                                            WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Positive'), 0)))))
+                                                               GROUP BY person.id
+                                                               HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                             WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
                                                          GROUP BY aggregation_target
                                                          HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -567,14 +576,17 @@
                  HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
               LEFT JOIN
                 (SELECT person.id AS id,
-                        replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
+                        argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
                  FROM person
-                 WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                  (SELECT person.id AS id, max(person.version) AS version
-                                                                   FROM person
-                                                                   WHERE equals(person.team_id, 2)
-                                                                   GROUP BY person.id
-                                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                 WHERE and(equals(person.team_id, 2), in(person.id,
+                                                           (SELECT persons_where_optimization.id AS id
+                                                            FROM person AS persons_where_optimization
+                                                            WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                             (SELECT person.id AS id
+                                                                                                                              FROM person
+                                                                                                                              WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Negative'), 0)))))
+                 GROUP BY person.id
+                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
               WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
            GROUP BY aggregation_target
            HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -586,7 +598,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -608,14 +620,17 @@
                                                                GROUP BY person_distinct_id_overrides.distinct_id
                                                                HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                             LEFT JOIN
-                                                              (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
+                                                              (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
                                                                FROM person
-                                                               WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                 FROM person
-                                                                                                                 WHERE equals(person.team_id, 2)
-                                                                                                                 GROUP BY person.id
-                                                                                                                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                               WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                         (SELECT persons_where_optimization.id AS id
+                                                                                                          FROM person AS persons_where_optimization
+                                                                                                          WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                           (SELECT person.id AS id
+                                                                                                                                                                            FROM person
+                                                                                                                                                                            WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Negative'), 0)))))
+                                                               GROUP BY person.id
+                                                               HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                             WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
                                                          GROUP BY aggregation_target
                                                          HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -702,14 +717,17 @@
                  HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
               LEFT JOIN
                 (SELECT person.id AS id,
-                        replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
+                        argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
                  FROM person
-                 WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                  (SELECT person.id AS id, max(person.version) AS version
-                                                                   FROM person
-                                                                   WHERE equals(person.team_id, 2)
-                                                                   GROUP BY person.id
-                                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                 WHERE and(equals(person.team_id, 2), in(person.id,
+                                                           (SELECT persons_where_optimization.id AS id
+                                                            FROM person AS persons_where_optimization
+                                                            WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                             (SELECT person.id AS id
+                                                                                                                              FROM person
+                                                                                                                              WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Negative'), 0)))))
+                 GROUP BY person.id
+                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
               WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
            GROUP BY aggregation_target
            HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -721,7 +739,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -743,14 +761,17 @@
                                                                GROUP BY person_distinct_id_overrides.distinct_id
                                                                HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                             LEFT JOIN
-                                                              (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
+                                                              (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
                                                                FROM person
-                                                               WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                 FROM person
-                                                                                                                 WHERE equals(person.team_id, 2)
-                                                                                                                 GROUP BY person.id
-                                                                                                                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                               WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                         (SELECT persons_where_optimization.id AS id
+                                                                                                          FROM person AS persons_where_optimization
+                                                                                                          WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                           (SELECT person.id AS id
+                                                                                                                                                                            FROM person
+                                                                                                                                                                            WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Negative'), 0)))))
+                                                               GROUP BY person.id
+                                                               HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                             WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
                                                          GROUP BY aggregation_target
                                                          HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -845,14 +866,11 @@
                persons.properties AS person_props
         FROM
           (SELECT person.id AS id,
-                  person.properties AS properties
+                  argMax(person.properties, person.version) AS properties
            FROM person
-           WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                            (SELECT person.id AS id, max(person.version) AS version
-                                                             FROM person
-                                                             WHERE equals(person.team_id, 2)
-                                                             GROUP BY person.id
-                                                             HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons) AS persons ON equals(persons.id, funnel_actors.actor_id)) AS aggregation_target_with_props
+           WHERE equals(person.team_id, 2)
+           GROUP BY person.id
+           HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons) AS persons ON equals(persons.id, funnel_actors.actor_id)) AS aggregation_target_with_props
   GROUP BY (aggregation_target_with_props.prop).1, (aggregation_target_with_props.prop).2
   HAVING ifNull(notIn((aggregation_target_with_props.prop).1, []), 0)
   LIMIT 100
@@ -965,14 +983,17 @@
                  HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
               LEFT JOIN
                 (SELECT person.id AS id,
-                        nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
+                        argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
                  FROM person
-                 WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                  (SELECT person.id AS id, max(person.version) AS version
-                                                                   FROM person
-                                                                   WHERE equals(person.team_id, 2)
-                                                                   GROUP BY person.id
-                                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                 WHERE and(equals(person.team_id, 2), in(person.id,
+                                                           (SELECT persons_where_optimization.id AS id
+                                                            FROM person AS persons_where_optimization
+                                                            WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                             (SELECT person.id AS id
+                                                                                                                              FROM person
+                                                                                                                              WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Positive'), 0)))))
+                 GROUP BY person.id
+                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
               WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
            GROUP BY aggregation_target
            HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -984,7 +1005,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -1006,14 +1027,17 @@
                                                                GROUP BY person_distinct_id_overrides.distinct_id
                                                                HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                             LEFT JOIN
-                                                              (SELECT person.id AS id, nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
+                                                              (SELECT person.id AS id, argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
                                                                FROM person
-                                                               WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                 FROM person
-                                                                                                                 WHERE equals(person.team_id, 2)
-                                                                                                                 GROUP BY person.id
-                                                                                                                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                               WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                         (SELECT persons_where_optimization.id AS id
+                                                                                                          FROM person AS persons_where_optimization
+                                                                                                          WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                           (SELECT person.id AS id
+                                                                                                                                                                            FROM person
+                                                                                                                                                                            WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Positive'), 0)))))
+                                                               GROUP BY person.id
+                                                               HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                             WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
                                                          GROUP BY aggregation_target
                                                          HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -1100,14 +1124,17 @@
                  HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
               LEFT JOIN
                 (SELECT person.id AS id,
-                        nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
+                        argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
                  FROM person
-                 WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                  (SELECT person.id AS id, max(person.version) AS version
-                                                                   FROM person
-                                                                   WHERE equals(person.team_id, 2)
-                                                                   GROUP BY person.id
-                                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                 WHERE and(equals(person.team_id, 2), in(person.id,
+                                                           (SELECT persons_where_optimization.id AS id
+                                                            FROM person AS persons_where_optimization
+                                                            WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                             (SELECT person.id AS id
+                                                                                                                              FROM person
+                                                                                                                              WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Positive'), 0)))))
+                 GROUP BY person.id
+                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
               WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
            GROUP BY aggregation_target
            HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -1119,7 +1146,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -1141,14 +1168,17 @@
                                                                GROUP BY person_distinct_id_overrides.distinct_id
                                                                HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                             LEFT JOIN
-                                                              (SELECT person.id AS id, nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
+                                                              (SELECT person.id AS id, argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
                                                                FROM person
-                                                               WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                 FROM person
-                                                                                                                 WHERE equals(person.team_id, 2)
-                                                                                                                 GROUP BY person.id
-                                                                                                                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                               WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                         (SELECT persons_where_optimization.id AS id
+                                                                                                          FROM person AS persons_where_optimization
+                                                                                                          WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                           (SELECT person.id AS id
+                                                                                                                                                                            FROM person
+                                                                                                                                                                            WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Positive'), 0)))))
+                                                               GROUP BY person.id
+                                                               HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                             WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
                                                          GROUP BY aggregation_target
                                                          HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -1235,14 +1265,17 @@
                  HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
               LEFT JOIN
                 (SELECT person.id AS id,
-                        nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
+                        argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
                  FROM person
-                 WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                  (SELECT person.id AS id, max(person.version) AS version
-                                                                   FROM person
-                                                                   WHERE equals(person.team_id, 2)
-                                                                   GROUP BY person.id
-                                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                 WHERE and(equals(person.team_id, 2), in(person.id,
+                                                           (SELECT persons_where_optimization.id AS id
+                                                            FROM person AS persons_where_optimization
+                                                            WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                             (SELECT person.id AS id
+                                                                                                                              FROM person
+                                                                                                                              WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Negative'), 0)))))
+                 GROUP BY person.id
+                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
               WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
            GROUP BY aggregation_target
            HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -1254,7 +1287,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -1276,14 +1309,17 @@
                                                                GROUP BY person_distinct_id_overrides.distinct_id
                                                                HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                             LEFT JOIN
-                                                              (SELECT person.id AS id, nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
+                                                              (SELECT person.id AS id, argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
                                                                FROM person
-                                                               WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                 FROM person
-                                                                                                                 WHERE equals(person.team_id, 2)
-                                                                                                                 GROUP BY person.id
-                                                                                                                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                               WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                         (SELECT persons_where_optimization.id AS id
+                                                                                                          FROM person AS persons_where_optimization
+                                                                                                          WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                           (SELECT person.id AS id
+                                                                                                                                                                            FROM person
+                                                                                                                                                                            WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Negative'), 0)))))
+                                                               GROUP BY person.id
+                                                               HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                             WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
                                                          GROUP BY aggregation_target
                                                          HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -1370,14 +1406,17 @@
                  HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
               LEFT JOIN
                 (SELECT person.id AS id,
-                        nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
+                        argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
                  FROM person
-                 WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                  (SELECT person.id AS id, max(person.version) AS version
-                                                                   FROM person
-                                                                   WHERE equals(person.team_id, 2)
-                                                                   GROUP BY person.id
-                                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                 WHERE and(equals(person.team_id, 2), in(person.id,
+                                                           (SELECT persons_where_optimization.id AS id
+                                                            FROM person AS persons_where_optimization
+                                                            WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                             (SELECT person.id AS id
+                                                                                                                              FROM person
+                                                                                                                              WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Negative'), 0)))))
+                 GROUP BY person.id
+                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
               WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
            GROUP BY aggregation_target
            HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -1389,7 +1428,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -1411,14 +1450,17 @@
                                                                GROUP BY person_distinct_id_overrides.distinct_id
                                                                HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                             LEFT JOIN
-                                                              (SELECT person.id AS id, nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
+                                                              (SELECT person.id AS id, argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
                                                                FROM person
-                                                               WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                 FROM person
-                                                                                                                 WHERE equals(person.team_id, 2)
-                                                                                                                 GROUP BY person.id
-                                                                                                                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                               WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                         (SELECT persons_where_optimization.id AS id
+                                                                                                          FROM person AS persons_where_optimization
+                                                                                                          WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                           (SELECT person.id AS id
+                                                                                                                                                                            FROM person
+                                                                                                                                                                            WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Negative'), 0)))))
+                                                               GROUP BY person.id
+                                                               HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                             WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
                                                          GROUP BY aggregation_target
                                                          HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_udf.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_udf.ambr
index 5716fdbd2c292..9045825898133 100644
--- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_udf.ambr
+++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_udf.ambr
@@ -106,8 +106,8 @@
      WHERE ifNull(greaterOrEquals(step_reached, 1), 0)
      ORDER BY aggregation_target ASC) AS source
   INNER JOIN
-    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
-            person.id AS id
+    (SELECT person.id AS id,
+            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
      FROM person
      WHERE equals(person.team_id, 2)
      GROUP BY person.id
@@ -328,15 +328,18 @@
               HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
            LEFT JOIN
              (SELECT person.id AS id,
-                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email,
-                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', '') AS properties___age
+                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email,
+                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', ''), person.version) AS properties___age
               FROM person
-              WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                               (SELECT person.id AS id, max(person.version) AS version
-                                                                FROM person
-                                                                WHERE equals(person.team_id, 2)
-                                                                GROUP BY person.id
-                                                                HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+              WHERE and(equals(person.team_id, 2), in(person.id,
+                                                        (SELECT persons_where_optimization.id AS id
+                                                         FROM person AS persons_where_optimization
+                                                         WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                          (SELECT person.id AS id
+                                                                                                                           FROM person
+                                                                                                                           WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), or(and(ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.com%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '20'), 0)), ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.org%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '28'), 0))))))
+              GROUP BY person.id
+              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
            WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-07-01 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('$pageview', 'user signed up')), or(and(ifNull(ilike(e__person.properties___email, '%.com%'), 0), ifNull(equals(e__person.properties___age, '20'), 0)), or(ifNull(ilike(e__person.properties___email, '%.org%'), 0), ifNull(equals(e__person.properties___age, '28'), 0)))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0))))
         GROUP BY aggregation_target
         HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -392,23 +395,26 @@
               HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
            LEFT JOIN
              (SELECT person.id AS id,
-                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email,
-                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', '') AS properties___age
+                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email,
+                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', ''), person.version) AS properties___age
               FROM person
-              WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                               (SELECT person.id AS id, max(person.version) AS version
-                                                                FROM person
-                                                                WHERE equals(person.team_id, 2)
-                                                                GROUP BY person.id
-                                                                HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+              WHERE and(equals(person.team_id, 2), in(person.id,
+                                                        (SELECT persons_where_optimization.id AS id
+                                                         FROM person AS persons_where_optimization
+                                                         WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                          (SELECT person.id AS id
+                                                                                                                           FROM person
+                                                                                                                           WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), or(and(ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.com%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '20'), 0)), ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.org%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '28'), 0))))))
+              GROUP BY person.id
+              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
            WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-07-01 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('$pageview', 'user signed up')), or(and(ifNull(ilike(e__person.properties___email, '%.com%'), 0), ifNull(equals(e__person.properties___age, '20'), 0)), or(ifNull(ilike(e__person.properties___email, '%.org%'), 0), ifNull(equals(e__person.properties___age, '28'), 0)))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0))))
         GROUP BY aggregation_target
         HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
      WHERE ifNull(greaterOrEquals(step_reached, 0), 0)
      ORDER BY aggregation_target ASC) AS source
   INNER JOIN
-    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
-            person.id AS id
+    (SELECT person.id AS id,
+            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
      FROM person
      WHERE equals(person.team_id, 2)
      GROUP BY person.id
@@ -464,23 +470,26 @@
               HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
            LEFT JOIN
              (SELECT person.id AS id,
-                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email,
-                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', '') AS properties___age
+                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email,
+                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', ''), person.version) AS properties___age
               FROM person
-              WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                               (SELECT person.id AS id, max(person.version) AS version
-                                                                FROM person
-                                                                WHERE equals(person.team_id, 2)
-                                                                GROUP BY person.id
-                                                                HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+              WHERE and(equals(person.team_id, 2), in(person.id,
+                                                        (SELECT persons_where_optimization.id AS id
+                                                         FROM person AS persons_where_optimization
+                                                         WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                          (SELECT person.id AS id
+                                                                                                                           FROM person
+                                                                                                                           WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), or(and(ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.com%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '20'), 0)), ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.org%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '28'), 0))))))
+              GROUP BY person.id
+              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
            WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-07-01 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('$pageview', 'user signed up')), or(and(ifNull(ilike(e__person.properties___email, '%.com%'), 0), ifNull(equals(e__person.properties___age, '20'), 0)), or(ifNull(ilike(e__person.properties___email, '%.org%'), 0), ifNull(equals(e__person.properties___age, '28'), 0)))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0))))
         GROUP BY aggregation_target
         HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
      WHERE ifNull(greaterOrEquals(step_reached, 1), 0)
      ORDER BY aggregation_target ASC) AS source
   INNER JOIN
-    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
-            person.id AS id
+    (SELECT person.id AS id,
+            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
      FROM person
      WHERE equals(person.team_id, 2)
      GROUP BY person.id
@@ -536,23 +545,26 @@
               HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
            LEFT JOIN
              (SELECT person.id AS id,
-                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email,
-                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', '') AS properties___age
+                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email,
+                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', ''), person.version) AS properties___age
               FROM person
-              WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                               (SELECT person.id AS id, max(person.version) AS version
-                                                                FROM person
-                                                                WHERE equals(person.team_id, 2)
-                                                                GROUP BY person.id
-                                                                HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+              WHERE and(equals(person.team_id, 2), in(person.id,
+                                                        (SELECT persons_where_optimization.id AS id
+                                                         FROM person AS persons_where_optimization
+                                                         WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                          (SELECT person.id AS id
+                                                                                                                           FROM person
+                                                                                                                           WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), or(and(ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.com%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '20'), 0)), ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.org%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '28'), 0))))))
+              GROUP BY person.id
+              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
            WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-07-01 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('$pageview', 'user signed up')), or(and(ifNull(ilike(e__person.properties___email, '%.com%'), 0), ifNull(equals(e__person.properties___age, '20'), 0)), or(ifNull(ilike(e__person.properties___email, '%.org%'), 0), ifNull(equals(e__person.properties___age, '28'), 0)))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0))))
         GROUP BY aggregation_target
         HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
      WHERE ifNull(greaterOrEquals(step_reached, 2), 0)
      ORDER BY aggregation_target ASC) AS source
   INNER JOIN
-    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
-            person.id AS id
+    (SELECT person.id AS id,
+            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
      FROM person
      WHERE equals(person.team_id, 2)
      GROUP BY person.id
diff --git a/posthog/hogql_queries/insights/test/__snapshots__/test_insight_actors_query_runner.ambr b/posthog/hogql_queries/insights/test/__snapshots__/test_insight_actors_query_runner.ambr
index a035cd71bf10e..f2ad687c51992 100644
--- a/posthog/hogql_queries/insights/test/__snapshots__/test_insight_actors_query_runner.ambr
+++ b/posthog/hogql_queries/insights/test/__snapshots__/test_insight_actors_query_runner.ambr
@@ -58,14 +58,11 @@
         ORDER BY aggregation_target ASC) AS source
      INNER JOIN
        (SELECT person.id AS id,
-               replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', '') AS properties___name
+               argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', ''), person.version) AS properties___name
         FROM person
-        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                         (SELECT person.id AS id, max(person.version) AS version
-                                                          FROM person
-                                                          WHERE equals(person.team_id, 2)
-                                                          GROUP BY person.id
-                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version), plus(now64(6, 'US/Pacific'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id)
+        WHERE equals(person.team_id, 2)
+        GROUP BY person.id
+        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version), plus(now64(6, 'US/Pacific'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id)
      ORDER BY persons.properties___name ASC)
   LIMIT 100 SETTINGS readonly=2,
                      max_execution_time=60,
@@ -109,8 +106,8 @@
               GROUP BY person_distinct_id_overrides.distinct_id
               HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
            LEFT JOIN
-             (SELECT argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version) AS created_at,
-                     person.id AS id
+             (SELECT person.id AS id,
+                     argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version) AS created_at
               FROM person
               WHERE equals(person.team_id, 2)
               GROUP BY person.id
@@ -121,39 +118,36 @@
                          and isNull(toStartOfDay(parseDateTime64BestEffortOrNull('2020-01-12', 6, 'US/Pacific')))), ifNull(equals(status, 'returning'), 0))) AS source
      INNER JOIN
        (SELECT person.id AS id,
-               replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', '') AS properties___name
+               argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', ''), person.version) AS properties___name
         FROM person
-        WHERE and(equals(person.team_id, 2), in(tuple(person.id, person.version),
-                                                  (SELECT person.id AS id, max(person.version) AS version
-                                                   FROM person
-                                                   WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                             (SELECT source.actor_id AS actor_id
-                                                                                              FROM
-                                                                                                (SELECT DISTINCT actor_id AS actor_id
-                                                                                                 FROM
-                                                                                                   (SELECT min(events__person.created_at) AS created_at, arraySort(groupUniqArray(toStartOfDay(toTimeZone(events.timestamp, 'US/Pacific')))) AS all_activity, arrayPopBack(arrayPushFront(all_activity, toStartOfDay(created_at))) AS previous_activity, arrayPopFront(arrayPushBack(all_activity, toStartOfDay(parseDateTime64BestEffortOrNull('1970-01-01 00:00:00', 6, 'US/Pacific')))) AS following_activity, arrayMap((previous, current, index) -> if(ifNull(equals(previous, current), isNull(previous)
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   and isNull(current)), 'new', if(and(ifNull(equals(minus(current, toIntervalDay(1)), previous), isNull(minus(current, toIntervalDay(1)))
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              and isNull(previous)), ifNull(notEquals(index, 1), 1)), 'returning', 'resurrecting')), previous_activity, all_activity, arrayEnumerate(all_activity)) AS initial_status, arrayMap((current, next) -> if(ifNull(equals(plus(current, toIntervalDay(1)), next), isNull(plus(current, toIntervalDay(1)))
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             and isNull(next)), '', 'dormant'), all_activity, following_activity) AS dormant_status, arrayMap(x -> plus(x, toIntervalDay(1)), arrayFilter((current, is_dormant) -> ifNull(equals(is_dormant, 'dormant'), 0), all_activity, dormant_status)) AS dormant_periods, arrayMap(x -> 'dormant', dormant_periods) AS dormant_label, arrayConcat(arrayZip(all_activity, initial_status), arrayZip(dormant_periods, dormant_label)) AS temp_concat, arrayJoin(temp_concat) AS period_status_pairs, period_status_pairs.1 AS start_of_period, period_status_pairs.2 AS status, if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id) AS actor_id
-                                                                                                    FROM events
-                                                                                                    LEFT OUTER JOIN
-                                                                                                      (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, person_distinct_id_overrides.distinct_id AS distinct_id
-                                                                                                       FROM person_distinct_id_overrides
-                                                                                                       WHERE equals(person_distinct_id_overrides.team_id, 2)
-                                                                                                       GROUP BY person_distinct_id_overrides.distinct_id
-                                                                                                       HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
-                                                                                                    LEFT JOIN
-                                                                                                      (SELECT argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version) AS created_at, person.id AS id
-                                                                                                       FROM person
-                                                                                                       WHERE equals(person.team_id, 2)
-                                                                                                       GROUP BY person.id
-                                                                                                       HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version), plus(now64(6, 'US/Pacific'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
-                                                                                                    WHERE and(equals(events.team_id, 2), greaterOrEquals(toTimeZone(events.timestamp, 'US/Pacific'), minus(toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-09 00:00:00', 6, 'US/Pacific'))), toIntervalDay(1))), less(toTimeZone(events.timestamp, 'US/Pacific'), plus(toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-19 23:59:59', 6, 'US/Pacific'))), toIntervalDay(1))), equals(events.event, '$pageview'))
-                                                                                                    GROUP BY actor_id)
-                                                                                                 WHERE and(ifNull(equals(start_of_period, toStartOfDay(parseDateTime64BestEffortOrNull('2020-01-12', 6, 'US/Pacific'))), isNull(start_of_period)
-                                                                                                                  and isNull(toStartOfDay(parseDateTime64BestEffortOrNull('2020-01-12', 6, 'US/Pacific')))), ifNull(equals(status, 'returning'), 0))) AS source)))
-                                                   GROUP BY person.id
-                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version), plus(now64(6, 'US/Pacific'), toIntervalDay(1))), 0))))) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id)
+        WHERE and(equals(person.team_id, 2), in(person.id,
+                                                  (SELECT source.actor_id AS actor_id
+                                                   FROM
+                                                     (SELECT DISTINCT actor_id AS actor_id
+                                                      FROM
+                                                        (SELECT min(events__person.created_at) AS created_at, arraySort(groupUniqArray(toStartOfDay(toTimeZone(events.timestamp, 'US/Pacific')))) AS all_activity, arrayPopBack(arrayPushFront(all_activity, toStartOfDay(created_at))) AS previous_activity, arrayPopFront(arrayPushBack(all_activity, toStartOfDay(parseDateTime64BestEffortOrNull('1970-01-01 00:00:00', 6, 'US/Pacific')))) AS following_activity, arrayMap((previous, current, index) -> if(ifNull(equals(previous, current), isNull(previous)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        and isNull(current)), 'new', if(and(ifNull(equals(minus(current, toIntervalDay(1)), previous), isNull(minus(current, toIntervalDay(1)))
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   and isNull(previous)), ifNull(notEquals(index, 1), 1)), 'returning', 'resurrecting')), previous_activity, all_activity, arrayEnumerate(all_activity)) AS initial_status, arrayMap((current, next) -> if(ifNull(equals(plus(current, toIntervalDay(1)), next), isNull(plus(current, toIntervalDay(1)))
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  and isNull(next)), '', 'dormant'), all_activity, following_activity) AS dormant_status, arrayMap(x -> plus(x, toIntervalDay(1)), arrayFilter((current, is_dormant) -> ifNull(equals(is_dormant, 'dormant'), 0), all_activity, dormant_status)) AS dormant_periods, arrayMap(x -> 'dormant', dormant_periods) AS dormant_label, arrayConcat(arrayZip(all_activity, initial_status), arrayZip(dormant_periods, dormant_label)) AS temp_concat, arrayJoin(temp_concat) AS period_status_pairs, period_status_pairs.1 AS start_of_period, period_status_pairs.2 AS status, if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id) AS actor_id
+                                                         FROM events
+                                                         LEFT OUTER JOIN
+                                                           (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, person_distinct_id_overrides.distinct_id AS distinct_id
+                                                            FROM person_distinct_id_overrides
+                                                            WHERE equals(person_distinct_id_overrides.team_id, 2)
+                                                            GROUP BY person_distinct_id_overrides.distinct_id
+                                                            HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
+                                                         LEFT JOIN
+                                                           (SELECT person.id AS id, argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version) AS created_at
+                                                            FROM person
+                                                            WHERE equals(person.team_id, 2)
+                                                            GROUP BY person.id
+                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version), plus(now64(6, 'US/Pacific'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                         WHERE and(equals(events.team_id, 2), greaterOrEquals(toTimeZone(events.timestamp, 'US/Pacific'), minus(toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-09 00:00:00', 6, 'US/Pacific'))), toIntervalDay(1))), less(toTimeZone(events.timestamp, 'US/Pacific'), plus(toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-19 23:59:59', 6, 'US/Pacific'))), toIntervalDay(1))), equals(events.event, '$pageview'))
+                                                         GROUP BY actor_id)
+                                                      WHERE and(ifNull(equals(start_of_period, toStartOfDay(parseDateTime64BestEffortOrNull('2020-01-12', 6, 'US/Pacific'))), isNull(start_of_period)
+                                                                       and isNull(toStartOfDay(parseDateTime64BestEffortOrNull('2020-01-12', 6, 'US/Pacific')))), ifNull(equals(status, 'returning'), 0))) AS source)))
+        GROUP BY person.id
+        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version), plus(now64(6, 'US/Pacific'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id)
      ORDER BY persons.properties___name ASC)
   LIMIT 100 SETTINGS readonly=2,
                      max_execution_time=60,
@@ -219,29 +213,26 @@
         WHERE ifNull(equals(num_intervals, 2), 0)) AS source
      INNER JOIN
        (SELECT person.id AS id,
-               replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', '') AS properties___name
+               argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', ''), person.version) AS properties___name
         FROM person
-        WHERE and(equals(person.team_id, 2), in(tuple(person.id, person.version),
-                                                  (SELECT person.id AS id, max(person.version) AS version
-                                                   FROM person
-                                                   WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                             (SELECT source.actor_id AS actor_id
-                                                                                              FROM
-                                                                                                (SELECT aggregation_target AS actor_id
-                                                                                                 FROM
-                                                                                                   (SELECT if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, count(DISTINCT toStartOfDay(toTimeZone(e.timestamp, 'US/Pacific'))) AS num_intervals
-                                                                                                    FROM events AS e SAMPLE 1
-                                                                                                    LEFT OUTER JOIN
-                                                                                                      (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, person_distinct_id_overrides.distinct_id AS distinct_id
-                                                                                                       FROM person_distinct_id_overrides
-                                                                                                       WHERE equals(person_distinct_id_overrides.team_id, 2)
-                                                                                                       GROUP BY person_distinct_id_overrides.distinct_id
-                                                                                                       HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
-                                                                                                    WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'US/Pacific'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-09 00:00:00', 6, 'US/Pacific')))), lessOrEquals(toTimeZone(e.timestamp, 'US/Pacific'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-19 23:59:59', 6, 'US/Pacific'))), equals(e.event, '$pageview'))
-                                                                                                    GROUP BY aggregation_target)
-                                                                                                 WHERE ifNull(equals(num_intervals, 2), 0)) AS source)))
-                                                   GROUP BY person.id
-                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version), plus(now64(6, 'US/Pacific'), toIntervalDay(1))), 0))))) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id)
+        WHERE and(equals(person.team_id, 2), in(person.id,
+                                                  (SELECT source.actor_id AS actor_id
+                                                   FROM
+                                                     (SELECT aggregation_target AS actor_id
+                                                      FROM
+                                                        (SELECT if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, count(DISTINCT toStartOfDay(toTimeZone(e.timestamp, 'US/Pacific'))) AS num_intervals
+                                                         FROM events AS e SAMPLE 1
+                                                         LEFT OUTER JOIN
+                                                           (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, person_distinct_id_overrides.distinct_id AS distinct_id
+                                                            FROM person_distinct_id_overrides
+                                                            WHERE equals(person_distinct_id_overrides.team_id, 2)
+                                                            GROUP BY person_distinct_id_overrides.distinct_id
+                                                            HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+                                                         WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'US/Pacific'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-09 00:00:00', 6, 'US/Pacific')))), lessOrEquals(toTimeZone(e.timestamp, 'US/Pacific'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-19 23:59:59', 6, 'US/Pacific'))), equals(e.event, '$pageview'))
+                                                         GROUP BY aggregation_target)
+                                                      WHERE ifNull(equals(num_intervals, 2), 0)) AS source)))
+        GROUP BY person.id
+        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version), plus(now64(6, 'US/Pacific'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id)
      ORDER BY persons.properties___name ASC)
   LIMIT 100 SETTINGS readonly=2,
                      max_execution_time=60,
@@ -285,6 +276,72 @@
                      max_bytes_before_external_group_by=0
   '''
 # ---
+# name: TestInsightActorsQueryRunner.test_insight_persons_trends_query
+  '''
+  SELECT name AS name
+  FROM
+    (SELECT persons.properties___name AS name
+     FROM
+       (SELECT actor_id AS actor_id,
+               count() AS event_count
+        FROM
+          (SELECT if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS actor_id,
+                  toTimeZone(e.timestamp, 'US/Pacific') AS timestamp,
+                  e.uuid AS uuid
+           FROM events AS e
+           LEFT OUTER JOIN
+             (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+                     person_distinct_id_overrides.distinct_id AS distinct_id
+              FROM person_distinct_id_overrides
+              WHERE equals(person_distinct_id_overrides.team_id, 2)
+              GROUP BY person_distinct_id_overrides.distinct_id
+              HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+           LEFT JOIN
+             (SELECT person.id AS id,
+                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
+              FROM person
+              WHERE equals(person.team_id, 2)
+              GROUP BY person.id
+              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version), plus(now64(6, 'US/Pacific'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+           WHERE and(equals(e.team_id, 2), ifNull(notEquals(e__person.properties___email, 'tom@posthog.com'), 1), greaterOrEquals(timestamp, toDateTime64('2020-01-09 00:00:00.000000', 6, 'US/Pacific')), less(timestamp, toDateTime64('2020-01-10 00:00:00.000000', 6, 'US/Pacific')), equals(e.event, '$pageview')))
+        GROUP BY actor_id) AS source
+     INNER JOIN
+       (SELECT person.id AS id,
+               argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', ''), person.version) AS properties___name
+        FROM person
+        WHERE and(equals(person.team_id, 2), in(person.id,
+                                                  (SELECT source.actor_id AS actor_id
+                                                   FROM
+                                                     (SELECT actor_id AS actor_id, count() AS event_count
+                                                      FROM
+                                                        (SELECT if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS actor_id, toTimeZone(e.timestamp, 'US/Pacific') AS timestamp, e.uuid AS uuid
+                                                         FROM events AS e
+                                                         LEFT OUTER JOIN
+                                                           (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, person_distinct_id_overrides.distinct_id AS distinct_id
+                                                            FROM person_distinct_id_overrides
+                                                            WHERE equals(person_distinct_id_overrides.team_id, 2)
+                                                            GROUP BY person_distinct_id_overrides.distinct_id
+                                                            HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+                                                         LEFT JOIN
+                                                           (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
+                                                            FROM person
+                                                            WHERE equals(person.team_id, 2)
+                                                            GROUP BY person.id
+                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version), plus(now64(6, 'US/Pacific'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                         WHERE and(equals(e.team_id, 2), ifNull(notEquals(e__person.properties___email, 'tom@posthog.com'), 1), greaterOrEquals(timestamp, toDateTime64('2020-01-09 00:00:00.000000', 6, 'US/Pacific')), less(timestamp, toDateTime64('2020-01-10 00:00:00.000000', 6, 'US/Pacific')), equals(e.event, '$pageview')))
+                                                      GROUP BY actor_id) AS source)))
+        GROUP BY person.id
+        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version), plus(now64(6, 'US/Pacific'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id)
+     ORDER BY persons.properties___name ASC)
+  LIMIT 100 SETTINGS readonly=2,
+                     max_execution_time=60,
+                     allow_experimental_object_type=1,
+                     format_csv_allow_double_quotes=0,
+                     max_ast_elements=4000000,
+                     max_expanded_ast_elements=4000000,
+                     max_bytes_before_external_group_by=0
+  '''
+# ---
 # name: TestInsightActorsQueryRunner.test_insight_persons_trends_query_with_argmaxV1
   '''
   SELECT name AS name
diff --git a/posthog/hogql_queries/insights/test/__snapshots__/test_lifecycle_query_runner.ambr b/posthog/hogql_queries/insights/test/__snapshots__/test_lifecycle_query_runner.ambr
index b3d749554f12f..b015b6ef963f2 100644
--- a/posthog/hogql_queries/insights/test/__snapshots__/test_lifecycle_query_runner.ambr
+++ b/posthog/hogql_queries/insights/test/__snapshots__/test_lifecycle_query_runner.ambr
@@ -70,8 +70,8 @@
               GROUP BY person_distinct_id_overrides.distinct_id
               HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
            LEFT JOIN
-             (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
-                     person.id AS id
+             (SELECT person.id AS id,
+                     argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
               FROM person
               WHERE equals(person.team_id, 2)
               GROUP BY person.id
@@ -148,8 +148,8 @@
               GROUP BY person_distinct_id_overrides.distinct_id
               HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
            LEFT JOIN
-             (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
-                     person.id AS id
+             (SELECT person.id AS id,
+                     argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
               FROM person
               WHERE equals(person.team_id, 2)
               GROUP BY person.id
@@ -223,8 +223,8 @@
               GROUP BY person_distinct_id_overrides.distinct_id
               HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
            LEFT JOIN
-             (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
-                     person.id AS id
+             (SELECT person.id AS id,
+                     argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
               FROM person
               WHERE equals(person.team_id, 2)
               GROUP BY person.id
@@ -298,8 +298,8 @@
               GROUP BY person_distinct_id_overrides.distinct_id
               HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
            LEFT JOIN
-             (SELECT argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version) AS created_at,
-                     person.id AS id
+             (SELECT person.id AS id,
+                     argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version) AS created_at
               FROM person
               WHERE equals(person.team_id, 2)
               GROUP BY person.id
diff --git a/posthog/hogql_queries/insights/test/__snapshots__/test_paths_query_runner_ee.ambr b/posthog/hogql_queries/insights/test/__snapshots__/test_paths_query_runner_ee.ambr
index 326acba019703..a93e47ecb4120 100644
--- a/posthog/hogql_queries/insights/test/__snapshots__/test_paths_query_runner_ee.ambr
+++ b/posthog/hogql_queries/insights/test/__snapshots__/test_paths_query_runner_ee.ambr
@@ -1267,7 +1267,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -1415,7 +1415,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -1562,7 +1562,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -1710,7 +1710,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -1858,7 +1858,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -2005,7 +2005,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -2153,7 +2153,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -2301,7 +2301,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -2448,7 +2448,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -2687,10 +2687,10 @@
      WHERE ifNull(equals(path_key, '2_/2'), 0)
      GROUP BY person_id) AS source
   INNER JOIN
-    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
-            person.id AS id
+    (SELECT person.id AS id,
+            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -2853,10 +2853,10 @@
                                                                    and isNull(path_key)))
      GROUP BY person_id) AS source
   INNER JOIN
-    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
-            person.id AS id
+    (SELECT person.id AS id,
+            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -3006,10 +3006,10 @@
                                                                    and isNull(path_key)))
      GROUP BY person_id) AS source
   INNER JOIN
-    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
-            person.id AS id
+    (SELECT person.id AS id,
+            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -3172,10 +3172,10 @@
      WHERE ifNull(equals(path_key, '2_/2'), 0)
      GROUP BY person_id) AS source
   INNER JOIN
-    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
-            person.id AS id
+    (SELECT person.id AS id,
+            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -3346,10 +3346,10 @@
      WHERE ifNull(equals(path_key, '2_/2'), 0)
      GROUP BY person_id) AS source
   INNER JOIN
-    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
-            person.id AS id
+    (SELECT person.id AS id,
+            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -3689,7 +3689,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -3933,7 +3933,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -4177,7 +4177,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -4421,7 +4421,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -4816,7 +4816,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -4963,7 +4963,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -5192,7 +5192,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -5421,7 +5421,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -5568,7 +5568,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -5715,7 +5715,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -13121,7 +13121,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -13269,7 +13269,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -13416,7 +13416,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -13564,7 +13564,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -13712,7 +13712,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -13859,7 +13859,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -14007,7 +14007,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -14155,7 +14155,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -14302,7 +14302,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -14541,10 +14541,10 @@
      WHERE ifNull(equals(path_key, '2_/2'), 0)
      GROUP BY person_id) AS source
   INNER JOIN
-    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
-            person.id AS id
+    (SELECT person.id AS id,
+            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -14707,10 +14707,10 @@
                                                                    and isNull(path_key)))
      GROUP BY person_id) AS source
   INNER JOIN
-    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
-            person.id AS id
+    (SELECT person.id AS id,
+            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -14860,10 +14860,10 @@
                                                                    and isNull(path_key)))
      GROUP BY person_id) AS source
   INNER JOIN
-    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
-            person.id AS id
+    (SELECT person.id AS id,
+            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -15026,10 +15026,10 @@
      WHERE ifNull(equals(path_key, '2_/2'), 0)
      GROUP BY person_id) AS source
   INNER JOIN
-    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
-            person.id AS id
+    (SELECT person.id AS id,
+            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -15200,10 +15200,10 @@
      WHERE ifNull(equals(path_key, '2_/2'), 0)
      GROUP BY person_id) AS source
   INNER JOIN
-    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
-            person.id AS id
+    (SELECT person.id AS id,
+            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -15543,7 +15543,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -15787,7 +15787,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -16031,7 +16031,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -16275,7 +16275,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -16670,7 +16670,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -16817,7 +16817,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -17046,7 +17046,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -17275,7 +17275,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -17422,7 +17422,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -17569,7 +17569,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
diff --git a/posthog/hogql_queries/insights/test/__snapshots__/test_retention_query_runner.ambr b/posthog/hogql_queries/insights/test/__snapshots__/test_retention_query_runner.ambr
index 63d18ae1c4380..0350486731c92 100644
--- a/posthog/hogql_queries/insights/test/__snapshots__/test_retention_query_runner.ambr
+++ b/posthog/hogql_queries/insights/test/__snapshots__/test_retention_query_runner.ambr
@@ -337,14 +337,11 @@
         HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
      LEFT JOIN
        (SELECT person.id AS id,
-               replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
+               argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
         FROM person
-        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                         (SELECT person.id AS id, max(person.version) AS version
-                                                          FROM person
-                                                          WHERE equals(person.team_id, 2)
-                                                          GROUP BY person.id
-                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+        WHERE equals(person.team_id, 2)
+        GROUP BY person.id
+        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
      WHERE and(equals(events.team_id, 2), and(greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toStartOfDay(toDateTime64('2020-06-10 00:00:00.000000', 6, 'UTC'))), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-06-17 00:00:00.000000', 6, 'UTC'))), in(events.event, tuple('$pageview', '$pageview', 'non_matching_event')))
      GROUP BY actor_id) AS actor_activity
   GROUP BY breakdown_values,
diff --git a/posthog/hogql_queries/insights/test/test_insight_actors_query_runner.py b/posthog/hogql_queries/insights/test/test_insight_actors_query_runner.py
index d34bdfe8876b5..045132aed54ec 100644
--- a/posthog/hogql_queries/insights/test/test_insight_actors_query_runner.py
+++ b/posthog/hogql_queries/insights/test/test_insight_actors_query_runner.py
@@ -8,7 +8,7 @@
 from posthog.models.group.util import create_group
 from posthog.models.group_type_mapping import GroupTypeMapping
 from posthog.models.team import WeekStartDay
-from posthog.schema import HogQLQueryModifiers, PersonsArgMaxVersion
+from posthog.schema import HogQLQueryModifiers
 from posthog.test.base import (
     APIBaseTest,
     ClickhouseTestMixin,
@@ -213,7 +213,7 @@ def test_insight_persons_stickiness_groups_query(self):
         self.assertEqual([("org1",)], response.results)
 
     @snapshot_clickhouse_queries
-    def test_insight_persons_trends_query_with_argmaxV1(self):
+    def test_insight_persons_trends_query(self):
         self._create_test_events()
         self.team.timezone = "US/Pacific"
         self.team.save()
@@ -233,39 +233,10 @@ def test_insight_persons_trends_query_with_argmaxV1(self):
                     </ActorsQuery>
                 )
                 """,
-                modifiers={"personsArgMaxVersion": PersonsArgMaxVersion.V1},
             )
 
         self.assertEqual([("p2",)], response.results)
-        assert "in(id," in queries[0]
-        self.assertEqual(2, queries[0].count("toTimeZone(e.timestamp, 'US/Pacific') AS timestamp"))
-
-    @snapshot_clickhouse_queries
-    def test_insight_persons_trends_query_with_argmaxV2(self):
-        self._create_test_events()
-        self.team.timezone = "US/Pacific"
-        self.team.save()
-
-        with self.capture_queries(lambda query: re.match(r"^SELECT\s+name\s+AS\s+name", query) is not None) as queries:
-            response = self.select(
-                """
-                select * from (
-                    <ActorsQuery select={['properties.name']}>
-                        <InsightActorsQuery day='2020-01-09'>
-                            <TrendsQuery
-                                dateRange={<InsightDateRange date_from='2020-01-09' date_to='2020-01-19' />}
-                                series={[<EventsNode event='$pageview' />]}
-                                properties={[<PersonPropertyFilter type='person' key='email' value='tom@posthog.com' operator='is_not' />]}
-                            />
-                        </InsightActorsQuery>
-                    </ActorsQuery>
-                )
-                """,
-                modifiers={"personsArgMaxVersion": PersonsArgMaxVersion.V2},
-            )
-
-        self.assertEqual([("p2",)], response.results)
-        assert "in(person.id" in queries[0]
+        assert "in(person.id," in queries[0]
         self.assertEqual(2, queries[0].count("toTimeZone(e.timestamp, 'US/Pacific') AS timestamp"))
 
     @snapshot_clickhouse_queries
diff --git a/posthog/hogql_queries/insights/trends/test/__snapshots__/test_trends.ambr b/posthog/hogql_queries/insights/trends/test/__snapshots__/test_trends.ambr
index 14201b4e6b41e..2145d20999bcc 100644
--- a/posthog/hogql_queries/insights/trends/test/__snapshots__/test_trends.ambr
+++ b/posthog/hogql_queries/insights/trends/test/__snapshots__/test_trends.ambr
@@ -70,14 +70,17 @@
            HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
         LEFT JOIN
           (SELECT person.id AS id,
-                  replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$bool_prop'), ''), 'null'), '^"|"$', '') AS `properties___$bool_prop`
+                  argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$bool_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$bool_prop`
            FROM person
-           WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                            (SELECT person.id AS id, max(person.version) AS version
-                                                             FROM person
-                                                             WHERE equals(person.team_id, 2)
-                                                             GROUP BY person.id
-                                                             HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+           WHERE and(equals(person.team_id, 2), in(person.id,
+                                                     (SELECT persons_where_optimization.id AS id
+                                                      FROM person AS persons_where_optimization
+                                                      WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                       (SELECT person.id AS id
+                                                                                                                        FROM person
+                                                                                                                        WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$bool_prop'), ''), 'null'), '^"|"$', ''), 'x'), 0)))))
+           GROUP BY person.id
+           HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
         WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-01 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-07 23:59:59', 6, 'UTC'))), and(equals(e.event, 'sign up'), ifNull(in(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id),
                                                                                                                                                                                                                                                                                                                                                                    (SELECT cohortpeople.person_id AS person_id
                                                                                                                                                                                                                                                                                                                                                                     FROM cohortpeople
@@ -257,10 +260,10 @@
         WHERE and(equals(e.team_id, 2), greaterOrEquals(timestamp, toDateTime64('2020-01-02 00:00:00.000000', 6, 'UTC')), less(timestamp, toDateTime64('2020-01-03 00:00:00.000000', 6, 'UTC')), ifNull(equals(ifNull(nullIf(toString(e__group_0.properties___industry), ''), '$$_posthog_breakdown_null_$$'), 'technology'), 0), equals(e.event, 'sign up')))
      GROUP BY actor_id) AS source
   INNER JOIN
-    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
-            person.id AS id
+    (SELECT person.id AS id,
+            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT actor_id AS actor_id, count() AS event_count, groupUniqArray(100)(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS matching_events
@@ -349,6 +352,114 @@
                        max_bytes_before_external_group_by=0
   '''
 # ---
+# name: TestTrends.test_breakdown_by_person_property_pie_with_event_dau_filter
+  '''
+  SELECT sum(total) AS total,
+         if(ifNull(ifNull(greaterOrEquals(row_number, 26), 0), 0), '$$_posthog_breakdown_other_$$', breakdown_value) AS breakdown_value
+  FROM
+    (SELECT count AS total,
+                     breakdown_value AS breakdown_value,
+                     row_number() OVER (
+                                        ORDER BY total DESC) AS row_number
+     FROM
+       (SELECT sum(total) AS count,
+               breakdown_value AS breakdown_value
+        FROM
+          (SELECT count(DISTINCT if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id)) AS total,
+                  ifNull(nullIf(toString(e__person.properties___name), ''), '$$_posthog_breakdown_null_$$') AS breakdown_value
+           FROM events AS e SAMPLE 1
+           LEFT OUTER JOIN
+             (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+                     person_distinct_id_overrides.distinct_id AS distinct_id
+              FROM person_distinct_id_overrides
+              WHERE equals(person_distinct_id_overrides.team_id, 2)
+              GROUP BY person_distinct_id_overrides.distinct_id
+              HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+           LEFT JOIN
+             (SELECT person.id AS id,
+                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', ''), person.version) AS properties___name
+              FROM person
+              WHERE and(equals(person.team_id, 2), in(person.id,
+                                                        (SELECT person.id AS id
+                                                         FROM person
+                                                         WHERE and(equals(person.team_id, 2), notIn(person.id,
+                                                                                                      (SELECT person.id AS id
+                                                                                                       FROM person
+                                                                                                       WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(notILike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', ''), '%person3%'), 1)))))
+              GROUP BY person.id
+              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+           WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-21 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-04 23:59:59', 6, 'UTC'))), equals(e.event, 'watched movie'), ifNull(notILike(e__person.properties___name, '%person3%'), 1))
+           GROUP BY breakdown_value)
+        GROUP BY breakdown_value
+        ORDER BY breakdown_value ASC)
+     ORDER BY total DESC, breakdown_value ASC)
+  WHERE isNotNull(breakdown_value)
+  GROUP BY breakdown_value
+  ORDER BY if(ifNull(equals(breakdown_value, '$$_posthog_breakdown_other_$$'), 0), 2, if(ifNull(equals(breakdown_value, '$$_posthog_breakdown_null_$$'), 0), 1, 0)) ASC, total DESC,
+                                                                                                                                                                         breakdown_value ASC
+  LIMIT 50000 SETTINGS readonly=2,
+                       max_execution_time=60,
+                       allow_experimental_object_type=1,
+                       format_csv_allow_double_quotes=0,
+                       max_ast_elements=4000000,
+                       max_expanded_ast_elements=4000000,
+                       max_bytes_before_external_group_by=0
+  '''
+# ---
+# name: TestTrends.test_breakdown_by_person_property_pie_with_event_dau_filter.1
+  '''
+  SELECT sum(total) AS total,
+         arrayMap(i -> if(ifNull(ifNull(greaterOrEquals(row_number, 26), 0), 0), '$$_posthog_breakdown_other_$$', i), breakdown_value) AS breakdown_value
+  FROM
+    (SELECT count AS total,
+                     breakdown_value AS breakdown_value,
+                     row_number() OVER (
+                                        ORDER BY total DESC) AS row_number
+     FROM
+       (SELECT sum(total) AS count,
+               [ifNull(toString(breakdown_value_1), '$$_posthog_breakdown_null_$$')] AS breakdown_value
+        FROM
+          (SELECT count(DISTINCT if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id)) AS total,
+                  ifNull(nullIf(toString(e__person.properties___name), ''), '$$_posthog_breakdown_null_$$') AS breakdown_value_1
+           FROM events AS e SAMPLE 1
+           LEFT OUTER JOIN
+             (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+                     person_distinct_id_overrides.distinct_id AS distinct_id
+              FROM person_distinct_id_overrides
+              WHERE equals(person_distinct_id_overrides.team_id, 2)
+              GROUP BY person_distinct_id_overrides.distinct_id
+              HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+           LEFT JOIN
+             (SELECT person.id AS id,
+                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', ''), person.version) AS properties___name
+              FROM person
+              WHERE and(equals(person.team_id, 2), in(person.id,
+                                                        (SELECT person.id AS id
+                                                         FROM person
+                                                         WHERE and(equals(person.team_id, 2), notIn(person.id,
+                                                                                                      (SELECT person.id AS id
+                                                                                                       FROM person
+                                                                                                       WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(notILike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', ''), '%person3%'), 1)))))
+              GROUP BY person.id
+              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+           WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-21 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-04 23:59:59', 6, 'UTC'))), equals(e.event, 'watched movie'), ifNull(notILike(e__person.properties___name, '%person3%'), 1))
+           GROUP BY breakdown_value_1)
+        GROUP BY breakdown_value_1
+        ORDER BY breakdown_value ASC)
+     ORDER BY total DESC, breakdown_value ASC)
+  WHERE arrayExists(x -> isNotNull(x), breakdown_value)
+  GROUP BY breakdown_value
+  ORDER BY if(has(breakdown_value, '$$_posthog_breakdown_other_$$'), 2, if(has(breakdown_value, '$$_posthog_breakdown_null_$$'), 1, 0)) ASC, total DESC,
+                                                                                                                                             breakdown_value ASC
+  LIMIT 50000 SETTINGS readonly=2,
+                       max_execution_time=60,
+                       allow_experimental_object_type=1,
+                       format_csv_allow_double_quotes=0,
+                       max_ast_elements=4000000,
+                       max_expanded_ast_elements=4000000,
+                       max_bytes_before_external_group_by=0
+  '''
+# ---
 # name: TestTrends.test_breakdown_filtering_with_properties_in_new_format
   '''
   SELECT groupArray(1)(date)[1] AS date,
@@ -689,14 +800,17 @@
                     HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                  LEFT JOIN
                    (SELECT person.id AS id,
-                           replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', '') AS properties___name
+                           argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', ''), person.version) AS properties___name
                     FROM person
-                    WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                     (SELECT person.id AS id, max(person.version) AS version
-                                                                      FROM person
-                                                                      WHERE equals(person.team_id, 2)
-                                                                      GROUP BY person.id
-                                                                      HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                    WHERE and(equals(person.team_id, 2), in(person.id,
+                                                              (SELECT persons_where_optimization.id AS id
+                                                               FROM person AS persons_where_optimization
+                                                               WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                (SELECT person.id AS id
+                                                                                                                                 FROM person
+                                                                                                                                 WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), or(ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'name'), ''), 'null'), '^"|"$', ''), 'p1'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'name'), ''), 'null'), '^"|"$', ''), 'p2'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'name'), ''), 'null'), '^"|"$', ''), 'p3'), 0))))))
+                    GROUP BY person.id
+                    HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                  WHERE and(equals(e.team_id, 2), and(equals(e.event, '$pageview'), and(or(ifNull(equals(e__person.properties___name, 'p1'), 0), ifNull(equals(e__person.properties___name, 'p2'), 0), ifNull(equals(e__person.properties___name, 'p3'), 0)), ifNull(in(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id),
                                                                                                                                                                                                                                                                          (SELECT cohortpeople.person_id AS person_id
                                                                                                                                                                                                                                                                           FROM cohortpeople
@@ -1370,14 +1484,17 @@
            HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
         LEFT JOIN
           (SELECT person.id AS id,
-                  replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', '') AS properties___name
+                  argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', ''), person.version) AS properties___name
            FROM person
-           WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                            (SELECT person.id AS id, max(person.version) AS version
-                                                             FROM person
-                                                             WHERE equals(person.team_id, 2)
-                                                             GROUP BY person.id
-                                                             HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+           WHERE and(equals(person.team_id, 2), in(person.id,
+                                                     (SELECT persons_where_optimization.id AS id
+                                                      FROM person AS persons_where_optimization
+                                                      WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                       (SELECT person.id AS id
+                                                                                                                        FROM person
+                                                                                                                        WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'name'), ''), 'null'), '^"|"$', ''), 'Jane'), 0)))))
+           GROUP BY person.id
+           HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
         WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-26 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-02 23:59:59', 6, 'UTC'))), equals(e.event, 'event_name'), ifNull(equals(e__person.properties___name, 'Jane'), 0))
         GROUP BY day_start)
      GROUP BY day_start
@@ -1536,10 +1653,10 @@
         WHERE and(equals(e.team_id, 2), and(ifNull(equals(e__group_0.properties___industry, 'finance'), 0), ifNull(equals(e__group_2.properties___name, 'six'), 0)), greaterOrEquals(timestamp, toDateTime64('2020-01-02 00:00:00.000000', 6, 'UTC')), less(timestamp, toDateTime64('2020-01-03 00:00:00.000000', 6, 'UTC')), equals(e.event, 'sign up')))
      GROUP BY actor_id) AS source
   INNER JOIN
-    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
-            person.id AS id
+    (SELECT person.id AS id,
+            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
      FROM person
-     WHERE and(equals(person.team_id, 2), in(id,
+     WHERE and(equals(person.team_id, 2), in(person.id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT actor_id AS actor_id, count() AS event_count, groupUniqArray(100)(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS matching_events
@@ -1659,15 +1776,18 @@
                     HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                  LEFT JOIN
                    (SELECT person.id AS id,
-                           replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', '') AS `properties___$some_prop`,
-                           replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'filter_prop'), ''), 'null'), '^"|"$', '') AS properties___filter_prop
+                           argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`,
+                           argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'filter_prop'), ''), 'null'), '^"|"$', ''), person.version) AS properties___filter_prop
                     FROM person
-                    WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                     (SELECT person.id AS id, max(person.version) AS version
-                                                                      FROM person
-                                                                      WHERE equals(person.team_id, 2)
-                                                                      GROUP BY person.id
-                                                                      HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                    WHERE and(equals(person.team_id, 2), in(person.id,
+                                                              (SELECT persons_where_optimization.id AS id
+                                                               FROM person AS persons_where_optimization
+                                                               WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                (SELECT person.id AS id
+                                                                                                                                 FROM person
+                                                                                                                                 WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'filter_prop'), ''), 'null'), '^"|"$', ''), 'filter_val'), 0)))))
+                    GROUP BY person.id
+                    HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                  WHERE and(equals(e.team_id, 2), and(equals(e.event, 'sign up'), ifNull(equals(e__person.properties___filter_prop, 'filter_val'), 0)), ifNull(greaterOrEquals(timestamp, minus(assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-28 00:00:00', 6, 'UTC')), toIntervalDay(30))), 0), ifNull(lessOrEquals(timestamp, assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-04 23:59:59', 6, 'UTC'))), 0))
                  GROUP BY timestamp, actor_id,
                                      breakdown_value) AS e
@@ -1733,15 +1853,18 @@
                     HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                  LEFT JOIN
                    (SELECT person.id AS id,
-                           replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', '') AS `properties___$some_prop`,
-                           replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'filter_prop'), ''), 'null'), '^"|"$', '') AS properties___filter_prop
+                           argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`,
+                           argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'filter_prop'), ''), 'null'), '^"|"$', ''), person.version) AS properties___filter_prop
                     FROM person
-                    WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                     (SELECT person.id AS id, max(person.version) AS version
-                                                                      FROM person
-                                                                      WHERE equals(person.team_id, 2)
-                                                                      GROUP BY person.id
-                                                                      HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                    WHERE and(equals(person.team_id, 2), in(person.id,
+                                                              (SELECT persons_where_optimization.id AS id
+                                                               FROM person AS persons_where_optimization
+                                                               WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                (SELECT person.id AS id
+                                                                                                                                 FROM person
+                                                                                                                                 WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'filter_prop'), ''), 'null'), '^"|"$', ''), 'filter_val'), 0)))))
+                    GROUP BY person.id
+                    HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                  WHERE and(equals(e.team_id, 2), and(equals(e.event, 'sign up'), ifNull(equals(e__person.properties___filter_prop, 'filter_val'), 0)), ifNull(greaterOrEquals(timestamp, minus(assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-28 00:00:00', 6, 'UTC')), toIntervalDay(30))), 0), ifNull(lessOrEquals(timestamp, assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-04 23:59:59', 6, 'UTC'))), 0))
                  GROUP BY timestamp, actor_id,
                                      breakdown_value_1) AS e
@@ -2104,14 +2227,17 @@
            HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
         LEFT JOIN
           (SELECT person.id AS id,
-                  replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', '') AS properties___name
+                  argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', ''), person.version) AS properties___name
            FROM person
-           WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                            (SELECT person.id AS id, max(person.version) AS version
-                                                             FROM person
-                                                             WHERE equals(person.team_id, 2)
-                                                             GROUP BY person.id
-                                                             HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+           WHERE and(equals(person.team_id, 2), in(person.id,
+                                                     (SELECT persons_where_optimization.id AS id
+                                                      FROM person AS persons_where_optimization
+                                                      WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                       (SELECT person.id AS id
+                                                                                                                        FROM person
+                                                                                                                        WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'name'), ''), 'null'), '^"|"$', ''), 'person1'), 0)))))
+           GROUP BY person.id
+           HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
         WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-28 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-04 23:59:59', 6, 'UTC'))), equals(e.event, 'watched movie'), ifNull(equals(e__person.properties___name, 'person1'), 0))
         GROUP BY day_start)
      GROUP BY day_start
@@ -2147,14 +2273,17 @@
            HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
         LEFT JOIN
           (SELECT person.id AS id,
-                  replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', '') AS properties___name
+                  argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', ''), person.version) AS properties___name
            FROM person
-           WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                            (SELECT person.id AS id, max(person.version) AS version
-                                                             FROM person
-                                                             WHERE equals(person.team_id, 2)
-                                                             GROUP BY person.id
-                                                             HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+           WHERE and(equals(person.team_id, 2), in(person.id,
+                                                     (SELECT persons_where_optimization.id AS id
+                                                      FROM person AS persons_where_optimization
+                                                      WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                       (SELECT person.id AS id
+                                                                                                                        FROM person
+                                                                                                                        WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'name'), ''), 'null'), '^"|"$', ''), 'person1'), 0)))))
+           GROUP BY person.id
+           HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
         WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-28 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-04 23:59:59', 6, 'UTC'))), equals(e.event, 'watched movie'), ifNull(equals(e__person.properties___name, 'person1'), 0))
         GROUP BY day_start)
      GROUP BY day_start
@@ -2216,14 +2345,17 @@
            HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
         LEFT JOIN
           (SELECT person.id AS id,
-                  nullIf(nullIf(person.pmat_name, ''), 'null') AS properties___name
+                  argMax(nullIf(nullIf(person.pmat_name, ''), 'null'), person.version) AS properties___name
            FROM person
-           WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                            (SELECT person.id AS id, max(person.version) AS version
-                                                             FROM person
-                                                             WHERE equals(person.team_id, 2)
-                                                             GROUP BY person.id
-                                                             HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+           WHERE and(equals(person.team_id, 2), in(person.id,
+                                                     (SELECT persons_where_optimization.id AS id
+                                                      FROM person AS persons_where_optimization
+                                                      WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                       (SELECT person.id AS id
+                                                                                                                        FROM person
+                                                                                                                        WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.pmat_name, ''), 'null'), 'person1'), 0)))))
+           GROUP BY person.id
+           HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
         WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-28 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-04 23:59:59', 6, 'UTC'))), equals(e.event, 'watched movie'), ifNull(equals(e__person.properties___name, 'person1'), 0))
         GROUP BY day_start)
      GROUP BY day_start
@@ -2285,14 +2417,17 @@
            HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
         LEFT JOIN
           (SELECT person.id AS id,
-                  nullIf(nullIf(person.pmat_name, ''), 'null') AS properties___name
+                  argMax(nullIf(nullIf(person.pmat_name, ''), 'null'), person.version) AS properties___name
            FROM person
-           WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                            (SELECT person.id AS id, max(person.version) AS version
-                                                             FROM person
-                                                             WHERE equals(person.team_id, 2)
-                                                             GROUP BY person.id
-                                                             HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+           WHERE and(equals(person.team_id, 2), in(person.id,
+                                                     (SELECT persons_where_optimization.id AS id
+                                                      FROM person AS persons_where_optimization
+                                                      WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                       (SELECT person.id AS id
+                                                                                                                        FROM person
+                                                                                                                        WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.pmat_name, ''), 'null'), 'person1'), 0)))))
+           GROUP BY person.id
+           HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
         WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-28 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-04 23:59:59', 6, 'UTC'))), equals(e.event, 'watched movie'), ifNull(equals(e__person.properties___name, 'person1'), 0))
         GROUP BY day_start)
      GROUP BY day_start
@@ -3397,16 +3532,19 @@
               HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
            LEFT JOIN
              (SELECT person.id AS id,
-                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email,
-                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$os'), ''), 'null'), '^"|"$', '') AS `properties___$os`,
-                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
+                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email,
+                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$os'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$os`,
+                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
               FROM person
-              WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                               (SELECT person.id AS id, max(person.version) AS version
-                                                                FROM person
-                                                                WHERE equals(person.team_id, 2)
-                                                                GROUP BY person.id
-                                                                HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+              WHERE and(equals(person.team_id, 2), in(person.id,
+                                                        (SELECT persons_where_optimization.id AS id
+                                                         FROM person AS persons_where_optimization
+                                                         WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                          (SELECT person.id AS id
+                                                                                                                           FROM person
+                                                                                                                           WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), or(ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$os'), ''), 'null'), '^"|"$', ''), 'android'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'safari'), 0))))))
+              GROUP BY person.id
+              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
            WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-01 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-07-01 23:59:59', 6, 'UTC'))), equals(e.event, 'sign up'), and(or(ifNull(notILike(e__person.properties___email, '%@posthog.com%'), 1), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, 'key'), ''), 'null'), '^"|"$', ''), 'val'), 0)), or(ifNull(equals(e__person.`properties___$os`, 'android'), 0), ifNull(equals(e__person.`properties___$browser`, 'safari'), 0))))
            GROUP BY day_start,
                     breakdown_value)
@@ -3456,16 +3594,19 @@
               HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
            LEFT JOIN
              (SELECT person.id AS id,
-                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email,
-                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$os'), ''), 'null'), '^"|"$', '') AS `properties___$os`,
-                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
+                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email,
+                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$os'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$os`,
+                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
               FROM person
-              WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                               (SELECT person.id AS id, max(person.version) AS version
-                                                                FROM person
-                                                                WHERE equals(person.team_id, 2)
-                                                                GROUP BY person.id
-                                                                HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+              WHERE and(equals(person.team_id, 2), in(person.id,
+                                                        (SELECT persons_where_optimization.id AS id
+                                                         FROM person AS persons_where_optimization
+                                                         WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                          (SELECT person.id AS id
+                                                                                                                           FROM person
+                                                                                                                           WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), and(ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$os'), ''), 'null'), '^"|"$', ''), 'android'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'chrome'), 0), ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%@posthog.com%'), 0))))))
+              GROUP BY person.id
+              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
            WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-01 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-07-01 23:59:59', 6, 'UTC'))), equals(e.event, 'sign up'), and(ifNull(equals(e__person.`properties___$os`, 'android'), 0), ifNull(equals(e__person.`properties___$browser`, 'chrome'), 0)), and(ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, 'key'), ''), 'null'), '^"|"$', ''), 'val'), 0), ifNull(ilike(e__person.properties___email, '%@posthog.com%'), 0)))
            GROUP BY day_start,
                     breakdown_value)
@@ -3533,14 +3674,17 @@
            HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
         LEFT JOIN
           (SELECT person.id AS id,
-                  replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', '') AS `properties___$some_prop`
+                  argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`
            FROM person
-           WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                            (SELECT person.id AS id, max(person.version) AS version
-                                                             FROM person
-                                                             WHERE equals(person.team_id, 2)
-                                                             GROUP BY person.id
-                                                             HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+           WHERE and(equals(person.team_id, 2), in(person.id,
+                                                     (SELECT persons_where_optimization.id AS id
+                                                      FROM person AS persons_where_optimization
+                                                      WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                       (SELECT person.id AS id
+                                                                                                                        FROM person
+                                                                                                                        WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), 'some_val'), 0)))))
+           GROUP BY person.id
+           HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
         WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-24 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-31 23:59:59', 6, 'UTC'))), equals(e.event, 'sign up'), ifNull(equals(e__person.`properties___$some_prop`, 'some_val'), 0))
         GROUP BY day_start)
      GROUP BY day_start
@@ -3584,14 +3728,11 @@
               HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
            LEFT JOIN
              (SELECT person.id AS id,
-                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', '') AS `properties___$some_prop`
+                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`
               FROM person
-              WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                               (SELECT person.id AS id, max(person.version) AS version
-                                                                FROM person
-                                                                WHERE equals(person.team_id, 2)
-                                                                GROUP BY person.id
-                                                                HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+              WHERE equals(person.team_id, 2)
+              GROUP BY person.id
+              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
            WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-24 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-31 23:59:59', 6, 'UTC'))), equals(e.event, 'sign up'))
            GROUP BY day_start,
                     breakdown_value)
@@ -3641,14 +3782,11 @@
               HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
            LEFT JOIN
              (SELECT person.id AS id,
-                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', '') AS `properties___$some_prop`
+                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`
               FROM person
-              WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                               (SELECT person.id AS id, max(person.version) AS version
-                                                                FROM person
-                                                                WHERE equals(person.team_id, 2)
-                                                                GROUP BY person.id
-                                                                HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+              WHERE equals(person.team_id, 2)
+              GROUP BY person.id
+              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
            WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-24 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-31 23:59:59', 6, 'UTC'))), equals(e.event, 'sign up'))
            GROUP BY day_start,
                     breakdown_value_1)
@@ -4678,14 +4816,11 @@
                           raw_sessions.session_id_v7) AS e__session ON equals(toUInt128(accurateCastOrNull(e.`$session_id`, 'UUID')), e__session.session_id_v7)
               LEFT JOIN
                 (SELECT person.id AS id,
-                        replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', '') AS `properties___$some_prop`
+                        argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`
                  FROM person
-                 WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                  (SELECT person.id AS id, max(person.version) AS version
-                                                                   FROM person
-                                                                   WHERE equals(person.team_id, 2)
-                                                                   GROUP BY person.id
-                                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                 WHERE equals(person.team_id, 2)
+                 GROUP BY person.id
+                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
               WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-28 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-04 23:59:59', 6, 'UTC'))), equals(e.event, 'sign up'))
               GROUP BY e.`$session_id`,
                        breakdown_value)
@@ -4741,14 +4876,11 @@
                           raw_sessions.session_id_v7) AS e__session ON equals(toUInt128(accurateCastOrNull(e.`$session_id`, 'UUID')), e__session.session_id_v7)
               LEFT JOIN
                 (SELECT person.id AS id,
-                        replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', '') AS `properties___$some_prop`
+                        argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`
                  FROM person
-                 WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                  (SELECT person.id AS id, max(person.version) AS version
-                                                                   FROM person
-                                                                   WHERE equals(person.team_id, 2)
-                                                                   GROUP BY person.id
-                                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                 WHERE equals(person.team_id, 2)
+                 GROUP BY person.id
+                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
               WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-28 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-04 23:59:59', 6, 'UTC'))), equals(e.event, 'sign up'))
               GROUP BY e.`$session_id`,
                        breakdown_value_1)
@@ -5419,14 +5551,17 @@
                  HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
               LEFT JOIN
                 (SELECT person.id AS id,
-                        replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', '') AS properties___name
+                        argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', ''), person.version) AS properties___name
                  FROM person
-                 WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                  (SELECT person.id AS id, max(person.version) AS version
-                                                                   FROM person
-                                                                   WHERE equals(person.team_id, 2)
-                                                                   GROUP BY person.id
-                                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                 WHERE and(equals(person.team_id, 2), in(person.id,
+                                                           (SELECT persons_where_optimization.id AS id
+                                                            FROM person AS persons_where_optimization
+                                                            WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                             (SELECT person.id AS id
+                                                                                                                              FROM person
+                                                                                                                              WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), or(ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'name'), ''), 'null'), '^"|"$', ''), 'person-1'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'name'), ''), 'null'), '^"|"$', ''), 'person-2'), 0))))))
+                 GROUP BY person.id
+                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
               WHERE and(equals(e.team_id, 2), and(equals(e.event, '$pageview'), or(ifNull(equals(e__person.properties___name, 'person-1'), 0), ifNull(equals(e__person.properties___name, 'person-2'), 0))), ifNull(greaterOrEquals(timestamp, minus(assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-01 00:00:00', 6, 'UTC')), toIntervalDay(7))), 0), ifNull(lessOrEquals(timestamp, assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-12 23:59:59', 6, 'UTC'))), 0))
               GROUP BY timestamp, actor_id) AS e
            WHERE and(ifNull(lessOrEquals(e.timestamp, plus(d.timestamp, toIntervalDay(1))), 0), ifNull(greater(e.timestamp, minus(d.timestamp, toIntervalDay(6))), 0))
@@ -5475,14 +5610,17 @@
                  HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
               LEFT JOIN
                 (SELECT person.id AS id,
-                        nullIf(nullIf(person.pmat_name, ''), 'null') AS properties___name
+                        argMax(nullIf(nullIf(person.pmat_name, ''), 'null'), person.version) AS properties___name
                  FROM person
-                 WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                  (SELECT person.id AS id, max(person.version) AS version
-                                                                   FROM person
-                                                                   WHERE equals(person.team_id, 2)
-                                                                   GROUP BY person.id
-                                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                 WHERE and(equals(person.team_id, 2), in(person.id,
+                                                           (SELECT persons_where_optimization.id AS id
+                                                            FROM person AS persons_where_optimization
+                                                            WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                             (SELECT person.id AS id
+                                                                                                                              FROM person
+                                                                                                                              WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), or(ifNull(equals(nullIf(nullIf(persons_where_optimization.pmat_name, ''), 'null'), 'person-1'), 0), ifNull(equals(nullIf(nullIf(persons_where_optimization.pmat_name, ''), 'null'), 'person-2'), 0))))))
+                 GROUP BY person.id
+                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
               WHERE and(equals(e.team_id, 2), and(equals(e.event, '$pageview'), or(ifNull(equals(e__person.properties___name, 'person-1'), 0), ifNull(equals(e__person.properties___name, 'person-2'), 0))), ifNull(greaterOrEquals(timestamp, minus(assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-01 00:00:00', 6, 'UTC')), toIntervalDay(7))), 0), ifNull(lessOrEquals(timestamp, assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-12 23:59:59', 6, 'UTC'))), 0))
               GROUP BY timestamp, actor_id) AS e
            WHERE and(ifNull(lessOrEquals(e.timestamp, plus(d.timestamp, toIntervalDay(1))), 0), ifNull(greater(e.timestamp, minus(d.timestamp, toIntervalDay(6))), 0))
diff --git a/posthog/hogql_queries/insights/trends/test/__snapshots__/test_trends_persons.ambr b/posthog/hogql_queries/insights/trends/test/__snapshots__/test_trends_persons.ambr
index 46cefcb7c8f49..8b88bfb2d9371 100644
--- a/posthog/hogql_queries/insights/trends/test/__snapshots__/test_trends_persons.ambr
+++ b/posthog/hogql_queries/insights/trends/test/__snapshots__/test_trends_persons.ambr
@@ -1,14 +1,4 @@
 # serializer version: 1
-# name: TestTrendsPersons.test_trends_all_cohort_breakdown_persons_leftjoin
-  '''
-  
-  SELECT count(DISTINCT person_id)
-  FROM cohortpeople
-  WHERE team_id = 2
-    AND cohort_id = 2
-    AND version = NULL
-  '''
-# ---
 # name: TestTrendsPersons.test_trends_all_cohort_breakdown_persons_leftjoin.1
   '''
   /* cohort_calculation: */
diff --git a/posthog/hogql_queries/test/__snapshots__/test_actors_query_runner.ambr b/posthog/hogql_queries/test/__snapshots__/test_actors_query_runner.ambr
index b98c8fab5986f..7e097645bdbfb 100644
--- a/posthog/hogql_queries/test/__snapshots__/test_actors_query_runner.ambr
+++ b/posthog/hogql_queries/test/__snapshots__/test_actors_query_runner.ambr
@@ -1,4 +1,80 @@
 # serializer version: 1
+# name: TestActorsQueryRunner.test_persons_query_search_email
+  '''
+  SELECT persons.id,
+         persons.id AS id,
+         persons.created_at AS created_at,
+         1
+  FROM
+    (SELECT person.id AS id,
+            replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email,
+            replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', '') AS properties___name,
+            toTimeZone(person.created_at, 'UTC') AS created_at
+     FROM person
+     WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                      (SELECT person.id AS id, max(person.version) AS version
+                                                       FROM person
+                                                       WHERE equals(person.team_id, 2)
+                                                       GROUP BY person.id
+                                                       HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
+  WHERE or(ifNull(ilike(persons.properties___email, '%jacob4@RANDOM_TEST_ID::01929020-03d5-0000-a54b-af244f0e0186.posthog%'), 0), ifNull(ilike(persons.properties___name, '%jacob4@RANDOM_TEST_ID::01929020-03d5-0000-a54b-af244f0e0186.posthog%'), 0), ifNull(ilike(toString(persons.id), '%jacob4@RANDOM_TEST_ID::01929020-03d5-0000-a54b-af244f0e0186.posthog%'), 0), ifNull(in(persons.id,
+                                                                                                                                                                                                                                                                                                                                                                                     (SELECT person_distinct_ids.person_id AS person_id
+                                                                                                                                                                                                                                                                                                                                                                                      FROM
+                                                                                                                                                                                                                                                                                                                                                                                        (SELECT argMax(person_distinct_id2.person_id, person_distinct_id2.version) AS person_id, person_distinct_id2.distinct_id AS distinct_id
+                                                                                                                                                                                                                                                                                                                                                                                         FROM person_distinct_id2
+                                                                                                                                                                                                                                                                                                                                                                                         WHERE equals(person_distinct_id2.team_id, 2)
+                                                                                                                                                                                                                                                                                                                                                                                         GROUP BY person_distinct_id2.distinct_id
+                                                                                                                                                                                                                                                                                                                                                                                         HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS person_distinct_ids
+                                                                                                                                                                                                                                                                                                                                                                                      WHERE ifNull(ilike(person_distinct_ids.distinct_id, '%jacob4@RANDOM_TEST_ID::01929020-03d5-0000-a54b-af244f0e0186.posthog%'), 0))), 0))
+  ORDER BY persons.created_at DESC
+  LIMIT 101
+  OFFSET 0 SETTINGS readonly=2,
+                    max_execution_time=60,
+                    allow_experimental_object_type=1,
+                    format_csv_allow_double_quotes=0,
+                    max_ast_elements=4000000,
+                    max_expanded_ast_elements=4000000,
+                    max_bytes_before_external_group_by=0
+  '''
+# ---
+# name: TestActorsQueryRunner.test_persons_query_search_email.1
+  '''
+  SELECT persons.id,
+         persons.id AS id,
+         persons.created_at AS created_at,
+         1
+  FROM
+    (SELECT person.id AS id,
+            replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email,
+            replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', '') AS properties___name,
+            toTimeZone(person.created_at, 'UTC') AS created_at
+     FROM person
+     WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                      (SELECT person.id AS id, max(person.version) AS version
+                                                       FROM person
+                                                       WHERE equals(person.team_id, 2)
+                                                       GROUP BY person.id
+                                                       HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
+  WHERE or(ifNull(ilike(persons.properties___email, '%JACOB4@RANDOM_TEST_ID::01929020-03d5-0000-a54b-af244f0e0186.posthog%'), 0), ifNull(ilike(persons.properties___name, '%JACOB4@RANDOM_TEST_ID::01929020-03d5-0000-a54b-af244f0e0186.posthog%'), 0), ifNull(ilike(toString(persons.id), '%JACOB4@RANDOM_TEST_ID::01929020-03d5-0000-a54b-af244f0e0186.posthog%'), 0), ifNull(in(persons.id,
+                                                                                                                                                                                                                                                                                                                                                                                     (SELECT person_distinct_ids.person_id AS person_id
+                                                                                                                                                                                                                                                                                                                                                                                      FROM
+                                                                                                                                                                                                                                                                                                                                                                                        (SELECT argMax(person_distinct_id2.person_id, person_distinct_id2.version) AS person_id, person_distinct_id2.distinct_id AS distinct_id
+                                                                                                                                                                                                                                                                                                                                                                                         FROM person_distinct_id2
+                                                                                                                                                                                                                                                                                                                                                                                         WHERE equals(person_distinct_id2.team_id, 2)
+                                                                                                                                                                                                                                                                                                                                                                                         GROUP BY person_distinct_id2.distinct_id
+                                                                                                                                                                                                                                                                                                                                                                                         HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS person_distinct_ids
+                                                                                                                                                                                                                                                                                                                                                                                      WHERE ifNull(ilike(person_distinct_ids.distinct_id, '%JACOB4@RANDOM_TEST_ID::01929020-03d5-0000-a54b-af244f0e0186.posthog%'), 0))), 0))
+  ORDER BY persons.created_at DESC
+  LIMIT 101
+  OFFSET 0 SETTINGS readonly=2,
+                    max_execution_time=60,
+                    allow_experimental_object_type=1,
+                    format_csv_allow_double_quotes=0,
+                    max_ast_elements=4000000,
+                    max_expanded_ast_elements=4000000,
+                    max_bytes_before_external_group_by=0
+  '''
+# ---
 # name: TestActorsQueryRunner.test_persons_query_search_snapshot
   '''
   
diff --git a/posthog/hogql_queries/test/__snapshots__/test_error_tracking_query_runner.ambr b/posthog/hogql_queries/test/__snapshots__/test_error_tracking_query_runner.ambr
index 9a973fc39730b..86f7a0a0b99b9 100644
--- a/posthog/hogql_queries/test/__snapshots__/test_error_tracking_query_runner.ambr
+++ b/posthog/hogql_queries/test/__snapshots__/test_error_tracking_query_runner.ambr
@@ -42,14 +42,11 @@
      HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
   LEFT JOIN
     (SELECT person.id AS id,
-            replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
+            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
      FROM person
-     WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                      (SELECT person.id AS id, max(person.version) AS version
-                                                       FROM person
-                                                       WHERE equals(person.team_id, 2)
-                                                       GROUP BY person.id
-                                                       HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+     WHERE equals(person.team_id, 2)
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
   WHERE and(equals(events.team_id, 2), equals(events.event, '$exception'), ifNull(notILike(events__person.properties___email, '%@posthog.com%'), 1))
   GROUP BY fingerprint
   LIMIT 101
@@ -81,14 +78,11 @@
      HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
   LEFT JOIN
     (SELECT person.id AS id,
-            replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
+            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
      FROM person
-     WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                      (SELECT person.id AS id, max(person.version) AS version
-                                                       FROM person
-                                                       WHERE equals(person.team_id, 2)
-                                                       GROUP BY person.id
-                                                       HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+     WHERE equals(person.team_id, 2)
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
   WHERE and(equals(events.team_id, 2), equals(events.event, '$exception'), ifNull(notILike(events__person.properties___email, '%@posthog.com%'), 1), has([['SyntaxError']], JSONExtract(ifNull(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, '$exception_fingerprint'), ''), 'null'), '^"|"$', ''), '[]'), 'Array(String)')))
   LIMIT 101
   OFFSET 0 SETTINGS readonly=2,
@@ -142,302 +136,6 @@
                     max_bytes_before_external_group_by=0
   '''
 # ---
-# name: TestErrorTrackingQueryRunner.test_fingerprints_with_null_characters.1
-  '''
-  SELECT "posthog_person"."id",
-         "posthog_person"."created_at",
-         "posthog_person"."properties_last_updated_at",
-         "posthog_person"."properties_last_operation",
-         "posthog_person"."team_id",
-         "posthog_person"."properties",
-         "posthog_person"."is_user_id",
-         "posthog_person"."is_identified",
-         "posthog_person"."uuid",
-         "posthog_person"."version"
-  FROM "posthog_person"
-  INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
-  WHERE ("posthog_persondistinctid"."distinct_id" = 'user_1'
-         AND "posthog_persondistinctid"."team_id" = 2)
-  LIMIT 21
-  '''
-# ---
-# name: TestErrorTrackingQueryRunner.test_fingerprints_with_null_characters.10
-  '''
-  SELECT "posthog_datawarehousejoin"."created_by_id",
-         "posthog_datawarehousejoin"."created_at",
-         "posthog_datawarehousejoin"."deleted",
-         "posthog_datawarehousejoin"."deleted_at",
-         "posthog_datawarehousejoin"."id",
-         "posthog_datawarehousejoin"."team_id",
-         "posthog_datawarehousejoin"."source_table_name",
-         "posthog_datawarehousejoin"."source_table_key",
-         "posthog_datawarehousejoin"."joining_table_name",
-         "posthog_datawarehousejoin"."joining_table_key",
-         "posthog_datawarehousejoin"."field_name"
-  FROM "posthog_datawarehousejoin"
-  WHERE ("posthog_datawarehousejoin"."team_id" = 2
-         AND NOT ("posthog_datawarehousejoin"."deleted"
-                  AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
-  '''
-# ---
-# name: TestErrorTrackingQueryRunner.test_fingerprints_with_null_characters.11
-  '''
-  SELECT "posthog_propertydefinition"."name",
-         "posthog_propertydefinition"."property_type"
-  FROM "posthog_propertydefinition"
-  WHERE ("posthog_propertydefinition"."name" IN ('$exception_message',
-                                                 '$exception_type',
-                                                 '$exception_fingerprint')
-         AND "posthog_propertydefinition"."team_id" = 2
-         AND "posthog_propertydefinition"."type" IN (1,
-                                                     2,
-                                                     3,
-                                                     4,
-                                                     5 /* ... */))
-  '''
-# ---
-# name: TestErrorTrackingQueryRunner.test_fingerprints_with_null_characters.2
-  '''
-  SELECT "posthog_errortrackinggroup"."fingerprint",
-         "posthog_errortrackinggroup"."merged_fingerprints",
-         "posthog_errortrackinggroup"."status",
-         "posthog_errortrackinggroup"."assignee_id"
-  FROM "posthog_errortrackinggroup"
-  WHERE ("posthog_errortrackinggroup"."team_id" = 2
-         AND "posthog_errortrackinggroup"."fingerprint" = (ARRAY['SyntaxError',
-                                                                 'Cannot use ''in'' operator to search for ''wireframes'' in ‹�”                ýf�ì½é–"¹’0ø*Lö¹SY                A�Ξ÷ԝf
-  ˆ�Ø'])::text[])
-  '''
-# ---
-# name: TestErrorTrackingQueryRunner.test_fingerprints_with_null_characters.3
-  '''
-  SELECT "posthog_grouptypemapping"."id",
-         "posthog_grouptypemapping"."team_id",
-         "posthog_grouptypemapping"."group_type",
-         "posthog_grouptypemapping"."group_type_index",
-         "posthog_grouptypemapping"."name_singular",
-         "posthog_grouptypemapping"."name_plural"
-  FROM "posthog_grouptypemapping"
-  WHERE "posthog_grouptypemapping"."team_id" = 2
-  '''
-# ---
-# name: TestErrorTrackingQueryRunner.test_fingerprints_with_null_characters.4
-  '''
-  SELECT "posthog_datawarehousetable"."created_by_id",
-         "posthog_datawarehousetable"."created_at",
-         "posthog_datawarehousetable"."updated_at",
-         "posthog_datawarehousetable"."deleted",
-         "posthog_datawarehousetable"."deleted_at",
-         "posthog_datawarehousetable"."id",
-         "posthog_datawarehousetable"."name",
-         "posthog_datawarehousetable"."format",
-         "posthog_datawarehousetable"."team_id",
-         "posthog_datawarehousetable"."url_pattern",
-         "posthog_datawarehousetable"."credential_id",
-         "posthog_datawarehousetable"."external_data_source_id",
-         "posthog_datawarehousetable"."columns",
-         "posthog_datawarehousetable"."row_count",
-         "posthog_user"."id",
-         "posthog_user"."password",
-         "posthog_user"."last_login",
-         "posthog_user"."first_name",
-         "posthog_user"."last_name",
-         "posthog_user"."is_staff",
-         "posthog_user"."is_active",
-         "posthog_user"."date_joined",
-         "posthog_user"."uuid",
-         "posthog_user"."current_organization_id",
-         "posthog_user"."current_team_id",
-         "posthog_user"."email",
-         "posthog_user"."pending_email",
-         "posthog_user"."temporary_token",
-         "posthog_user"."distinct_id",
-         "posthog_user"."is_email_verified",
-         "posthog_user"."requested_password_reset_at",
-         "posthog_user"."has_seen_product_intro_for",
-         "posthog_user"."strapi_id",
-         "posthog_user"."theme_mode",
-         "posthog_user"."partial_notification_settings",
-         "posthog_user"."anonymize_data",
-         "posthog_user"."toolbar_mode",
-         "posthog_user"."hedgehog_config",
-         "posthog_user"."events_column_config",
-         "posthog_user"."email_opt_in",
-         "posthog_datawarehousecredential"."created_by_id",
-         "posthog_datawarehousecredential"."created_at",
-         "posthog_datawarehousecredential"."id",
-         "posthog_datawarehousecredential"."access_key",
-         "posthog_datawarehousecredential"."access_secret",
-         "posthog_datawarehousecredential"."team_id",
-         "posthog_externaldatasource"."created_by_id",
-         "posthog_externaldatasource"."created_at",
-         "posthog_externaldatasource"."updated_at",
-         "posthog_externaldatasource"."deleted",
-         "posthog_externaldatasource"."deleted_at",
-         "posthog_externaldatasource"."id",
-         "posthog_externaldatasource"."source_id",
-         "posthog_externaldatasource"."connection_id",
-         "posthog_externaldatasource"."destination_id",
-         "posthog_externaldatasource"."team_id",
-         "posthog_externaldatasource"."sync_frequency",
-         "posthog_externaldatasource"."status",
-         "posthog_externaldatasource"."source_type",
-         "posthog_externaldatasource"."job_inputs",
-         "posthog_externaldatasource"."are_tables_created",
-         "posthog_externaldatasource"."prefix"
-  FROM "posthog_datawarehousetable"
-  LEFT OUTER JOIN "posthog_user" ON ("posthog_datawarehousetable"."created_by_id" = "posthog_user"."id")
-  LEFT OUTER JOIN "posthog_datawarehousecredential" ON ("posthog_datawarehousetable"."credential_id" = "posthog_datawarehousecredential"."id")
-  LEFT OUTER JOIN "posthog_externaldatasource" ON ("posthog_datawarehousetable"."external_data_source_id" = "posthog_externaldatasource"."id")
-  WHERE ("posthog_datawarehousetable"."team_id" = 2
-         AND NOT ("posthog_datawarehousetable"."deleted"
-                  AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
-  '''
-# ---
-# name: TestErrorTrackingQueryRunner.test_fingerprints_with_null_characters.5
-  '''
-  SELECT "posthog_datawarehousesavedquery"."created_by_id",
-         "posthog_datawarehousesavedquery"."created_at",
-         "posthog_datawarehousesavedquery"."deleted",
-         "posthog_datawarehousesavedquery"."deleted_at",
-         "posthog_datawarehousesavedquery"."id",
-         "posthog_datawarehousesavedquery"."name",
-         "posthog_datawarehousesavedquery"."team_id",
-         "posthog_datawarehousesavedquery"."columns",
-         "posthog_datawarehousesavedquery"."external_tables",
-         "posthog_datawarehousesavedquery"."query",
-         "posthog_datawarehousesavedquery"."status",
-         "posthog_datawarehousesavedquery"."last_run_at"
-  FROM "posthog_datawarehousesavedquery"
-  WHERE ("posthog_datawarehousesavedquery"."team_id" = 2
-         AND NOT ("posthog_datawarehousesavedquery"."deleted"
-                  AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
-  '''
-# ---
-# name: TestErrorTrackingQueryRunner.test_fingerprints_with_null_characters.6
-  '''
-  SELECT "posthog_datawarehousejoin"."created_by_id",
-         "posthog_datawarehousejoin"."created_at",
-         "posthog_datawarehousejoin"."deleted",
-         "posthog_datawarehousejoin"."deleted_at",
-         "posthog_datawarehousejoin"."id",
-         "posthog_datawarehousejoin"."team_id",
-         "posthog_datawarehousejoin"."source_table_name",
-         "posthog_datawarehousejoin"."source_table_key",
-         "posthog_datawarehousejoin"."joining_table_name",
-         "posthog_datawarehousejoin"."joining_table_key",
-         "posthog_datawarehousejoin"."field_name"
-  FROM "posthog_datawarehousejoin"
-  WHERE ("posthog_datawarehousejoin"."team_id" = 2
-         AND NOT ("posthog_datawarehousejoin"."deleted"
-                  AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
-  '''
-# ---
-# name: TestErrorTrackingQueryRunner.test_fingerprints_with_null_characters.7
-  '''
-  SELECT "posthog_grouptypemapping"."id",
-         "posthog_grouptypemapping"."team_id",
-         "posthog_grouptypemapping"."group_type",
-         "posthog_grouptypemapping"."group_type_index",
-         "posthog_grouptypemapping"."name_singular",
-         "posthog_grouptypemapping"."name_plural"
-  FROM "posthog_grouptypemapping"
-  WHERE "posthog_grouptypemapping"."team_id" = 2
-  '''
-# ---
-# name: TestErrorTrackingQueryRunner.test_fingerprints_with_null_characters.8
-  '''
-  SELECT "posthog_datawarehousetable"."created_by_id",
-         "posthog_datawarehousetable"."created_at",
-         "posthog_datawarehousetable"."updated_at",
-         "posthog_datawarehousetable"."deleted",
-         "posthog_datawarehousetable"."deleted_at",
-         "posthog_datawarehousetable"."id",
-         "posthog_datawarehousetable"."name",
-         "posthog_datawarehousetable"."format",
-         "posthog_datawarehousetable"."team_id",
-         "posthog_datawarehousetable"."url_pattern",
-         "posthog_datawarehousetable"."credential_id",
-         "posthog_datawarehousetable"."external_data_source_id",
-         "posthog_datawarehousetable"."columns",
-         "posthog_datawarehousetable"."row_count",
-         "posthog_user"."id",
-         "posthog_user"."password",
-         "posthog_user"."last_login",
-         "posthog_user"."first_name",
-         "posthog_user"."last_name",
-         "posthog_user"."is_staff",
-         "posthog_user"."is_active",
-         "posthog_user"."date_joined",
-         "posthog_user"."uuid",
-         "posthog_user"."current_organization_id",
-         "posthog_user"."current_team_id",
-         "posthog_user"."email",
-         "posthog_user"."pending_email",
-         "posthog_user"."temporary_token",
-         "posthog_user"."distinct_id",
-         "posthog_user"."is_email_verified",
-         "posthog_user"."requested_password_reset_at",
-         "posthog_user"."has_seen_product_intro_for",
-         "posthog_user"."strapi_id",
-         "posthog_user"."theme_mode",
-         "posthog_user"."partial_notification_settings",
-         "posthog_user"."anonymize_data",
-         "posthog_user"."toolbar_mode",
-         "posthog_user"."hedgehog_config",
-         "posthog_user"."events_column_config",
-         "posthog_user"."email_opt_in",
-         "posthog_datawarehousecredential"."created_by_id",
-         "posthog_datawarehousecredential"."created_at",
-         "posthog_datawarehousecredential"."id",
-         "posthog_datawarehousecredential"."access_key",
-         "posthog_datawarehousecredential"."access_secret",
-         "posthog_datawarehousecredential"."team_id",
-         "posthog_externaldatasource"."created_by_id",
-         "posthog_externaldatasource"."created_at",
-         "posthog_externaldatasource"."updated_at",
-         "posthog_externaldatasource"."deleted",
-         "posthog_externaldatasource"."deleted_at",
-         "posthog_externaldatasource"."id",
-         "posthog_externaldatasource"."source_id",
-         "posthog_externaldatasource"."connection_id",
-         "posthog_externaldatasource"."destination_id",
-         "posthog_externaldatasource"."team_id",
-         "posthog_externaldatasource"."sync_frequency",
-         "posthog_externaldatasource"."status",
-         "posthog_externaldatasource"."source_type",
-         "posthog_externaldatasource"."job_inputs",
-         "posthog_externaldatasource"."are_tables_created",
-         "posthog_externaldatasource"."prefix"
-  FROM "posthog_datawarehousetable"
-  LEFT OUTER JOIN "posthog_user" ON ("posthog_datawarehousetable"."created_by_id" = "posthog_user"."id")
-  LEFT OUTER JOIN "posthog_datawarehousecredential" ON ("posthog_datawarehousetable"."credential_id" = "posthog_datawarehousecredential"."id")
-  LEFT OUTER JOIN "posthog_externaldatasource" ON ("posthog_datawarehousetable"."external_data_source_id" = "posthog_externaldatasource"."id")
-  WHERE ("posthog_datawarehousetable"."team_id" = 2
-         AND NOT ("posthog_datawarehousetable"."deleted"
-                  AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
-  '''
-# ---
-# name: TestErrorTrackingQueryRunner.test_fingerprints_with_null_characters.9
-  '''
-  SELECT "posthog_datawarehousesavedquery"."created_by_id",
-         "posthog_datawarehousesavedquery"."created_at",
-         "posthog_datawarehousesavedquery"."deleted",
-         "posthog_datawarehousesavedquery"."deleted_at",
-         "posthog_datawarehousesavedquery"."id",
-         "posthog_datawarehousesavedquery"."name",
-         "posthog_datawarehousesavedquery"."team_id",
-         "posthog_datawarehousesavedquery"."columns",
-         "posthog_datawarehousesavedquery"."external_tables",
-         "posthog_datawarehousesavedquery"."query",
-         "posthog_datawarehousesavedquery"."status",
-         "posthog_datawarehousesavedquery"."last_run_at"
-  FROM "posthog_datawarehousesavedquery"
-  WHERE ("posthog_datawarehousesavedquery"."team_id" = 2
-         AND NOT ("posthog_datawarehousesavedquery"."deleted"
-                  AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
-  '''
-# ---
 # name: TestErrorTrackingQueryRunner.test_hogql_filters
   '''
   SELECT count(DISTINCT events.uuid) AS occurrences,
@@ -458,14 +156,17 @@
      HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
   LEFT JOIN
     (SELECT person.id AS id,
-            replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
+            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
      FROM person
-     WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                      (SELECT person.id AS id, max(person.version) AS version
-                                                       FROM person
-                                                       WHERE equals(person.team_id, 2)
-                                                       GROUP BY person.id
-                                                       HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+     WHERE and(equals(person.team_id, 2), in(person.id,
+                                               (SELECT persons_where_optimization.id AS id
+                                                FROM person AS persons_where_optimization
+                                                WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                 (SELECT person.id AS id
+                                                                                                                  FROM person
+                                                                                                                  WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), 'email@posthog.com'), 0)))))
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
   WHERE and(equals(events.team_id, 2), equals(events.event, '$exception'), ifNull(equals(events__person.properties___email, 'email@posthog.com'), 0))
   GROUP BY fingerprint
   LIMIT 101
@@ -498,14 +199,11 @@
      HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
   LEFT JOIN
     (SELECT person.id AS id,
-            replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
+            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
      FROM person
-     WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                      (SELECT person.id AS id, max(person.version) AS version
-                                                       FROM person
-                                                       WHERE equals(person.team_id, 2)
-                                                       GROUP BY person.id
-                                                       HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+     WHERE equals(person.team_id, 2)
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
   WHERE and(equals(events.team_id, 2), equals(events.event, '$exception'), and(less(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2022-01-11 00:00:00.000000', 6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2022-01-10 00:00:00.000000', 6, 'UTC')), ifNull(notILike(events__person.properties___email, '%@posthog.com%'), 1)), or(ifNull(greater(position(lower(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, '$exception_list'), ''), 'null'), '^"|"$', '')), lower('databasenot')), 0), 0), ifNull(greater(position(lower(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, '$exception_type'), ''), 'null'), '^"|"$', '')), lower('databasenot')), 0), 0), ifNull(greater(position(lower(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, '$exception_message'), ''), 'null'), '^"|"$', '')), lower('databasenot')), 0), 0)))
   GROUP BY fingerprint
   LIMIT 101
@@ -538,14 +236,11 @@
      HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
   LEFT JOIN
     (SELECT person.id AS id,
-            replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
+            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
      FROM person
-     WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                      (SELECT person.id AS id, max(person.version) AS version
-                                                       FROM person
-                                                       WHERE equals(person.team_id, 2)
-                                                       GROUP BY person.id
-                                                       HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+     WHERE equals(person.team_id, 2)
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
   WHERE and(equals(events.team_id, 2), equals(events.event, '$exception'), ifNull(notILike(events__person.properties___email, '%@posthog.com%'), 1), and(or(ifNull(greater(position(lower(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, '$exception_list'), ''), 'null'), '^"|"$', '')), lower('databasenotfoundX')), 0), 0), ifNull(greater(position(lower(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, '$exception_type'), ''), 'null'), '^"|"$', '')), lower('databasenotfoundX')), 0), 0), ifNull(greater(position(lower(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, '$exception_message'), ''), 'null'), '^"|"$', '')), lower('databasenotfoundX')), 0), 0)), or(ifNull(greater(position(lower(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, '$exception_list'), ''), 'null'), '^"|"$', '')), lower('clickhouse/client/execute.py')), 0), 0), ifNull(greater(position(lower(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, '$exception_type'), ''), 'null'), '^"|"$', '')), lower('clickhouse/client/execute.py')), 0), 0), ifNull(greater(position(lower(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, '$exception_message'), ''), 'null'), '^"|"$', '')), lower('clickhouse/client/execute.py')), 0), 0))))
   GROUP BY fingerprint
   LIMIT 101
diff --git a/posthog/hogql_queries/test/test_query_runner.py b/posthog/hogql_queries/test/test_query_runner.py
index 927930dad2da0..57dd961fbdb96 100644
--- a/posthog/hogql_queries/test/test_query_runner.py
+++ b/posthog/hogql_queries/test/test_query_runner.py
@@ -92,8 +92,6 @@ def test_cache_payload(self):
                 "hogql_modifiers": {
                     "inCohortVia": "auto",
                     "materializationMode": "legacy_null_as_null",
-                    "personsArgMaxVersion": "auto",
-                    "optimizeJoinedFilters": False,
                     "personsOnEventsMode": PersonsOnEventsMode.PERSON_ID_OVERRIDE_PROPERTIES_JOINED,
                     "bounceRatePageViewMode": "count_pageviews",
                     "sessionTableVersion": "auto",
@@ -115,7 +113,7 @@ def test_cache_key(self):
         runner = TestQueryRunner(query={"some_attr": "bla"}, team=team)
 
         cache_key = runner.get_cache_key()
-        self.assertEqual(cache_key, "cache_93427f8f06e6cc8643a394ae002de2c1")
+        self.assertEqual(cache_key, "cache_f3537dabae0c3bf5ca038413fc1a0566")
 
     def test_cache_key_runner_subclass(self):
         TestQueryRunner = self.setup_test_query_runner_class()
@@ -129,7 +127,7 @@ class TestSubclassQueryRunner(TestQueryRunner):
         runner = TestSubclassQueryRunner(query={"some_attr": "bla"}, team=team)
 
         cache_key = runner.get_cache_key()
-        self.assertEqual(cache_key, "cache_bb6398a99867dfbdc45a2fc4fccb8f27")
+        self.assertEqual(cache_key, "cache_a56e8e639aba0d22f86b228ff44c5a65")
 
     def test_cache_key_different_timezone(self):
         TestQueryRunner = self.setup_test_query_runner_class()
@@ -140,7 +138,7 @@ def test_cache_key_different_timezone(self):
         runner = TestQueryRunner(query={"some_attr": "bla"}, team=team)
 
         cache_key = runner.get_cache_key()
-        self.assertEqual(cache_key, "cache_e0c2bb1ad091102533399ebdddbfb24d")
+        self.assertEqual(cache_key, "cache_1c3b6a542b4a10f3c609df3c98968b5c")
 
     @mock.patch("django.db.transaction.on_commit")
     def test_cache_response(self, mock_on_commit):
diff --git a/posthog/models/person/util.py b/posthog/models/person/util.py
index 4dbf3117a1a46..7aa883c9bab68 100644
--- a/posthog/models/person/util.py
+++ b/posthog/models/person/util.py
@@ -106,7 +106,7 @@ def bulk_create_persons(persons_list: list[dict]):
                 distinct_id_inserts.append(f"('{distinct_id}', '{person.uuid}', {person.team_id}, 0, 0, now(), 0, 0)")
                 person_mapping[distinct_id] = person
 
-            created_at = now().strftime("%Y-%m-%d %H:%M:%S.%f")
+            created_at = persons_list[index].get("created_at", now()).strftime("%Y-%m-%d %H:%M:%S.%f")
             timestamp = now().strftime("%Y-%m-%d %H:%M:%S")
             person_inserts.append(
                 f"('{person.uuid}', '{created_at}', {person.team_id}, '{json.dumps(person.properties)}', {'1' if person.is_identified else '0'}, '{timestamp}', 0, 0, 0)"
diff --git a/posthog/schema.py b/posthog/schema.py
index b77997f9f74f5..958c773b23be0 100644
--- a/posthog/schema.py
+++ b/posthog/schema.py
@@ -683,12 +683,6 @@ class MaterializationMode(StrEnum):
     DISABLED = "disabled"
 
 
-class PersonsArgMaxVersion(StrEnum):
-    AUTO = "auto"
-    V1 = "v1"
-    V2 = "v2"
-
-
 class PersonsJoinMode(StrEnum):
     INNER = "inner"
     LEFT = "left"
@@ -722,8 +716,6 @@ class HogQLQueryModifiers(BaseModel):
     debug: Optional[bool] = None
     inCohortVia: Optional[InCohortVia] = None
     materializationMode: Optional[MaterializationMode] = None
-    optimizeJoinedFilters: Optional[bool] = None
-    personsArgMaxVersion: Optional[PersonsArgMaxVersion] = None
     personsJoinMode: Optional[PersonsJoinMode] = None
     personsOnEventsMode: Optional[PersonsOnEventsMode] = None
     propertyGroupsMode: Optional[PropertyGroupsMode] = None
diff --git a/posthog/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr b/posthog/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr
index cc367480e0f1e..b3064cee9586f 100644
--- a/posthog/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr
+++ b/posthog/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr
@@ -1513,14 +1513,17 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), 'bla'), 0)))))
+                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-13 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), and(equals(events.event, '$pageview'), 1), ifNull(equals(events__person.properties___email, 'bla'), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING hasAll(groupUniqArray(events.event), ['$pageview']))))
@@ -1567,14 +1570,17 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), 'bla'), 0)))))
+                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-13 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Chrome'), 0), ifNull(equals(events__person.properties___email, 'bla'), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING 1)))
@@ -1660,14 +1666,17 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, nullIf(nullIf(person.pmat_email, ''), 'null') AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(nullIf(nullIf(person.pmat_email, ''), 'null'), person.version) AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.pmat_email, ''), 'null'), 'bla'), 0)))))
+                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-13 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), and(equals(events.event, '$pageview'), 1), ifNull(equals(events__person.properties___email, 'bla'), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING hasAll(groupUniqArray(events.event), ['$pageview']))))
@@ -1714,14 +1723,17 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, nullIf(nullIf(person.pmat_email, ''), 'null') AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(nullIf(nullIf(person.pmat_email, ''), 'null'), person.version) AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.pmat_email, ''), 'null'), 'bla'), 0)))))
+                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-13 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), ifNull(equals(nullIf(nullIf(events.`mat_$browser`, ''), 'null'), 'Chrome'), 0), ifNull(equals(events__person.properties___email, 'bla'), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING 1)))
@@ -1768,14 +1780,17 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), 'bla'), 0)))))
+                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), and(equals(events.event, '$pageview'), ifNull(equals(events__person.properties___email, 'bla'), 0)))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING hasAll(groupUniqArray(events.event), ['$pageview']))))
@@ -1822,14 +1837,17 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), 'something else'), 0)))))
+                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), and(equals(events.event, '$pageview'), ifNull(equals(events__person.properties___email, 'something else'), 0)))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING hasAll(groupUniqArray(events.event), ['$pageview']))))
@@ -2422,14 +2440,11 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE equals(person.team_id, 2)
+                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-13 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), and(equals(events.event, '$pageview'), 1), and(ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, 'is_internal_user'), ''), 'null'), '^"|"$', ''), 'false'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Chrome'), 0)), ifNull(notILike(events__person.properties___email, '%@posthog.com%'), 1))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING hasAll(groupUniqArray(events.event), ['$pageview']))))
@@ -2515,14 +2530,11 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, nullIf(nullIf(person.pmat_email, ''), 'null') AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(nullIf(nullIf(person.pmat_email, ''), 'null'), person.version) AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE equals(person.team_id, 2)
+                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-13 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), and(equals(events.event, '$pageview'), 1), and(ifNull(equals(nullIf(nullIf(events.mat_is_internal_user, ''), 'null'), 'false'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Chrome'), 0)), ifNull(notILike(events__person.properties___email, '%@posthog.com%'), 1))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING hasAll(groupUniqArray(events.event), ['$pageview']))))
@@ -3418,14 +3430,17 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), 'bla@gmail.com'), 0)))))
+                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(equals(events__person.properties___email, 'bla@gmail.com'), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING 1)))
@@ -3472,14 +3487,11 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE equals(person.team_id, 2)
+                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(notILike(events__person.properties___email, '%gmail.com%'), 1))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING 1)))
@@ -4279,14 +4291,17 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), and(ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), 'test@posthog.com'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), 'david@posthog.com'), 0))))))
+                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), and(ifNull(equals(events__person.properties___email, 'test@posthog.com'), 0), ifNull(equals(events__person.properties___email, 'david@posthog.com'), 0)))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING 1)))
@@ -4333,14 +4348,17 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), or(ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), 'test@posthog.com'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), 'david@posthog.com'), 0))))))
+                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), or(ifNull(equals(events__person.properties___email, 'test@posthog.com'), 0), ifNull(equals(events__person.properties___email, 'david@posthog.com'), 0)))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING 1)))
@@ -5195,14 +5213,17 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), 'bla'), 0)))))
+                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-13 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), ifNull(equals(events__person.properties___email, 'bla'), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING 1)))
@@ -5288,14 +5309,17 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, nullIf(nullIf(person.pmat_email, ''), 'null') AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(nullIf(nullIf(person.pmat_email, ''), 'null'), person.version) AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.pmat_email, ''), 'null'), 'bla'), 0)))))
+                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-13 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), ifNull(equals(events__person.properties___email, 'bla'), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING 1)))
@@ -5381,14 +5405,17 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), 'bla'), 0)))))
+                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-13 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), ifNull(equals(events__person.properties___email, 'bla'), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING 1)))
@@ -5474,14 +5501,17 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, nullIf(nullIf(person.pmat_email, ''), 'null') AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(nullIf(nullIf(person.pmat_email, ''), 'null'), person.version) AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.pmat_email, ''), 'null'), 'bla'), 0)))))
+                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-13 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), ifNull(equals(events__person.properties___email, 'bla'), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING 1)))
diff --git a/posthog/session_recordings/session_recording_api.py b/posthog/session_recordings/session_recording_api.py
index 6f1f272e40012..68ecd7bb21120 100644
--- a/posthog/session_recordings/session_recording_api.py
+++ b/posthog/session_recordings/session_recording_api.py
@@ -32,7 +32,7 @@
 from posthog.cloud_utils import is_cloud
 from posthog.constants import SESSION_RECORDINGS_FILTER_IDS
 from posthog.event_usage import report_user_action
-from posthog.models import Team, User
+from posthog.models import User
 from posthog.models.filters.session_recordings_filter import SessionRecordingsFilter
 from posthog.models.person.person import PersonDistinctId
 from posthog.rate_limit import (
@@ -40,7 +40,7 @@
     ClickHouseSustainedRateThrottle,
     PersonalApiKeyRateThrottle,
 )
-from posthog.schema import HogQLQueryModifiers, QueryTiming
+from posthog.schema import QueryTiming
 from posthog.session_recordings.models.session_recording import SessionRecording
 from posthog.session_recordings.models.session_recording_event import (
     SessionRecordingViewed,
@@ -353,10 +353,8 @@ def matching_events(self, request: request.Request, *args: Any, **kwargs: Any) -
                 "Must specify at least one event or action filter",
             )
 
-        distinct_id = str(cast(User, request.user).distinct_id)
-        modifiers = safely_read_modifiers_overrides(distinct_id, self.team)
         matching_events_query_response = ReplayFiltersEventsSubQuery(
-            filter=filter, team=self.team, hogql_query_modifiers=modifiers
+            filter=filter, team=self.team
         ).get_event_ids_for_session()
 
         response = JsonResponse(data={"results": matching_events_query_response.results})
@@ -913,12 +911,9 @@ def list_recordings(
             filter = filter.shallow_clone({SESSION_RECORDINGS_FILTER_IDS: remaining_session_ids})
 
     if (all_session_ids and filter.session_ids) or not all_session_ids:
-        distinct_id = str(cast(User, request.user).distinct_id)
-        modifiers = safely_read_modifiers_overrides(distinct_id, team)
-
         with timer("load_recordings_from_hogql"):
             (ch_session_recordings, more_recordings_available, hogql_timings) = SessionRecordingListFromFilters(
-                filter=filter, team=team, hogql_query_modifiers=modifiers
+                filter=filter, team=team, hogql_query_modifiers=None
             ).run()
 
         with timer("build_recordings"):
@@ -974,32 +969,6 @@ def list_recordings(
     )
 
 
-def safely_read_modifiers_overrides(distinct_id: str, team: Team) -> HogQLQueryModifiers:
-    modifiers = HogQLQueryModifiers()
-
-    try:
-        groups = {"organization": str(team.organization.id)}
-        flag_key = "HOG_QL_ORG_QUERY_OVERRIDES"
-        flags_n_bags = posthoganalytics.get_all_flags_and_payloads(
-            distinct_id,
-            groups=groups,
-        )
-        # this loads nothing whereas the payload is available
-        # modifier_overrides = posthoganalytics.get_feature_flag_payload(
-        #     flag_key,
-        #     distinct_id,
-        #     groups=groups,
-        # )
-        modifier_overrides = (flags_n_bags or {}).get("featureFlagPayloads", {}).get(flag_key, None)
-        if modifier_overrides:
-            modifiers.optimizeJoinedFilters = json.loads(modifier_overrides).get("optimizeJoinedFilters", None)
-    except:
-        # be extra safe
-        pass
-
-    return modifiers
-
-
 def _generate_timings(hogql_timings: list[QueryTiming] | None, timer: ServerTimingsGathered) -> dict[str, float]:
     timings_dict = timer.get_all_timings()
     hogql_timings_dict = {}
diff --git a/posthog/session_recordings/test/__snapshots__/test_session_recordings.ambr b/posthog/session_recordings/test/__snapshots__/test_session_recordings.ambr
index ef29f7d875751..74c042c140f95 100644
--- a/posthog/session_recordings/test/__snapshots__/test_session_recordings.ambr
+++ b/posthog/session_recordings/test/__snapshots__/test_session_recordings.ambr
@@ -595,32 +595,6 @@
   '''
 # ---
 # name: TestSessionRecordings.test_get_session_recordings.20
-  '''
-  SELECT "posthog_organization"."id",
-         "posthog_organization"."name",
-         "posthog_organization"."slug",
-         "posthog_organization"."logo_media_id",
-         "posthog_organization"."created_at",
-         "posthog_organization"."updated_at",
-         "posthog_organization"."plugins_access_level",
-         "posthog_organization"."for_internal_metrics",
-         "posthog_organization"."is_member_join_email_enabled",
-         "posthog_organization"."enforce_2fa",
-         "posthog_organization"."is_hipaa",
-         "posthog_organization"."customer_id",
-         "posthog_organization"."available_product_features",
-         "posthog_organization"."usage",
-         "posthog_organization"."never_drop_data",
-         "posthog_organization"."customer_trust_scores",
-         "posthog_organization"."setup_section_2_completed",
-         "posthog_organization"."personalization",
-         "posthog_organization"."domain_whitelist"
-  FROM "posthog_organization"
-  WHERE "posthog_organization"."id" = '00000000-0000-0000-0000-000000000000'::uuid
-  LIMIT 21
-  '''
-# ---
-# name: TestSessionRecordings.test_get_session_recordings.21
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -632,7 +606,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_get_session_recordings.22
+# name: TestSessionRecordings.test_get_session_recordings.21
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -653,7 +627,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_get_session_recordings.23
+# name: TestSessionRecordings.test_get_session_recordings.22
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -726,7 +700,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_get_session_recordings.24
+# name: TestSessionRecordings.test_get_session_recordings.23
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -745,7 +719,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_get_session_recordings.25
+# name: TestSessionRecordings.test_get_session_recordings.24
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -757,7 +731,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_get_session_recordings.26
+# name: TestSessionRecordings.test_get_session_recordings.25
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -778,7 +752,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_get_session_recordings.27
+# name: TestSessionRecordings.test_get_session_recordings.26
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -851,7 +825,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_get_session_recordings.28
+# name: TestSessionRecordings.test_get_session_recordings.27
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -870,7 +844,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_get_session_recordings.29
+# name: TestSessionRecordings.test_get_session_recordings.28
   '''
   SELECT "posthog_sessionrecording"."id",
          "posthog_sessionrecording"."session_id",
@@ -898,6 +872,14 @@
          AND "posthog_sessionrecording"."team_id" = 2)
   '''
 # ---
+# name: TestSessionRecordings.test_get_session_recordings.29
+  '''
+  SELECT "posthog_sessionrecordingviewed"."session_id"
+  FROM "posthog_sessionrecordingviewed"
+  WHERE ("posthog_sessionrecordingviewed"."team_id" = 2
+         AND "posthog_sessionrecordingviewed"."user_id" = 2)
+  '''
+# ---
 # name: TestSessionRecordings.test_get_session_recordings.3
   '''
   SELECT "posthog_team"."id",
@@ -966,10 +948,26 @@
 # ---
 # name: TestSessionRecordings.test_get_session_recordings.30
   '''
-  SELECT "posthog_sessionrecordingviewed"."session_id"
-  FROM "posthog_sessionrecordingviewed"
-  WHERE ("posthog_sessionrecordingviewed"."team_id" = 2
-         AND "posthog_sessionrecordingviewed"."user_id" = 2)
+  SELECT "posthog_persondistinctid"."id",
+         "posthog_persondistinctid"."team_id",
+         "posthog_persondistinctid"."person_id",
+         "posthog_persondistinctid"."distinct_id",
+         "posthog_persondistinctid"."version",
+         "posthog_person"."id",
+         "posthog_person"."created_at",
+         "posthog_person"."properties_last_updated_at",
+         "posthog_person"."properties_last_operation",
+         "posthog_person"."team_id",
+         "posthog_person"."properties",
+         "posthog_person"."is_user_id",
+         "posthog_person"."is_identified",
+         "posthog_person"."uuid",
+         "posthog_person"."version"
+  FROM "posthog_persondistinctid"
+  INNER JOIN "posthog_person" ON ("posthog_persondistinctid"."person_id" = "posthog_person"."id")
+  WHERE ("posthog_persondistinctid"."distinct_id" IN ('user2',
+                                                      'user_one_0')
+         AND "posthog_persondistinctid"."team_id" = 2)
   '''
 # ---
 # name: TestSessionRecordings.test_get_session_recordings.31
@@ -1485,21 +1483,26 @@
 # ---
 # name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.10
   '''
-  SELECT "posthog_datawarehousetable"."created_by_id",
-         "posthog_datawarehousetable"."created_at",
-         "posthog_datawarehousetable"."updated_at",
-         "posthog_datawarehousetable"."deleted",
-         "posthog_datawarehousetable"."deleted_at",
-         "posthog_datawarehousetable"."id",
-         "posthog_datawarehousetable"."name",
-         "posthog_datawarehousetable"."format",
-         "posthog_datawarehousetable"."team_id",
-         "posthog_datawarehousetable"."url_pattern",
-         "posthog_datawarehousetable"."credential_id",
-         "posthog_datawarehousetable"."external_data_source_id",
-         "posthog_datawarehousetable"."columns",
-         "posthog_datawarehousetable"."row_count",
-         "posthog_user"."id",
+  SELECT "posthog_datawarehousejoin"."created_by_id",
+         "posthog_datawarehousejoin"."created_at",
+         "posthog_datawarehousejoin"."deleted",
+         "posthog_datawarehousejoin"."deleted_at",
+         "posthog_datawarehousejoin"."id",
+         "posthog_datawarehousejoin"."team_id",
+         "posthog_datawarehousejoin"."source_table_name",
+         "posthog_datawarehousejoin"."source_table_key",
+         "posthog_datawarehousejoin"."joining_table_name",
+         "posthog_datawarehousejoin"."joining_table_key",
+         "posthog_datawarehousejoin"."field_name"
+  FROM "posthog_datawarehousejoin"
+  WHERE ("posthog_datawarehousejoin"."team_id" = 2
+         AND NOT ("posthog_datawarehousejoin"."deleted"
+                  AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.100
+  '''
+  SELECT "posthog_user"."id",
          "posthog_user"."password",
          "posthog_user"."last_login",
          "posthog_user"."first_name",
@@ -1514,7 +1517,6 @@
          "posthog_user"."temporary_token",
          "posthog_user"."distinct_id",
          "posthog_user"."is_email_verified",
-         "posthog_user"."requested_password_reset_at",
          "posthog_user"."has_seen_product_intro_for",
          "posthog_user"."strapi_id",
          "posthog_user"."is_active",
@@ -1524,105 +1526,13 @@
          "posthog_user"."toolbar_mode",
          "posthog_user"."hedgehog_config",
          "posthog_user"."events_column_config",
-         "posthog_user"."email_opt_in",
-         "posthog_datawarehousecredential"."created_by_id",
-         "posthog_datawarehousecredential"."created_at",
-         "posthog_datawarehousecredential"."id",
-         "posthog_datawarehousecredential"."access_key",
-         "posthog_datawarehousecredential"."access_secret",
-         "posthog_datawarehousecredential"."team_id",
-         "posthog_externaldatasource"."created_by_id",
-         "posthog_externaldatasource"."created_at",
-         "posthog_externaldatasource"."updated_at",
-         "posthog_externaldatasource"."deleted",
-         "posthog_externaldatasource"."deleted_at",
-         "posthog_externaldatasource"."id",
-         "posthog_externaldatasource"."source_id",
-         "posthog_externaldatasource"."connection_id",
-         "posthog_externaldatasource"."destination_id",
-         "posthog_externaldatasource"."team_id",
-         "posthog_externaldatasource"."sync_frequency",
-         "posthog_externaldatasource"."status",
-         "posthog_externaldatasource"."source_type",
-         "posthog_externaldatasource"."job_inputs",
-         "posthog_externaldatasource"."are_tables_created",
-         "posthog_externaldatasource"."prefix"
-  FROM "posthog_datawarehousetable"
-  LEFT OUTER JOIN "posthog_user" ON ("posthog_datawarehousetable"."created_by_id" = "posthog_user"."id")
-  LEFT OUTER JOIN "posthog_datawarehousecredential" ON ("posthog_datawarehousetable"."credential_id" = "posthog_datawarehousecredential"."id")
-  LEFT OUTER JOIN "posthog_externaldatasource" ON ("posthog_datawarehousetable"."external_data_source_id" = "posthog_externaldatasource"."id")
-  WHERE ("posthog_datawarehousetable"."team_id" = 2
-         AND NOT ("posthog_datawarehousetable"."deleted"
-                  AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.100
-  '''
-  SELECT "posthog_sessionrecording"."id",
-         "posthog_sessionrecording"."session_id",
-         "posthog_sessionrecording"."team_id",
-         "posthog_sessionrecording"."created_at",
-         "posthog_sessionrecording"."deleted",
-         "posthog_sessionrecording"."object_storage_path",
-         "posthog_sessionrecording"."distinct_id",
-         "posthog_sessionrecording"."duration",
-         "posthog_sessionrecording"."active_seconds",
-         "posthog_sessionrecording"."inactive_seconds",
-         "posthog_sessionrecording"."start_time",
-         "posthog_sessionrecording"."end_time",
-         "posthog_sessionrecording"."click_count",
-         "posthog_sessionrecording"."keypress_count",
-         "posthog_sessionrecording"."mouse_activity_count",
-         "posthog_sessionrecording"."console_log_count",
-         "posthog_sessionrecording"."console_warn_count",
-         "posthog_sessionrecording"."console_error_count",
-         "posthog_sessionrecording"."start_url",
-         "posthog_sessionrecording"."storage_version"
-  FROM "posthog_sessionrecording"
-  WHERE ("posthog_sessionrecording"."session_id" IN ('1',
-                                                     '2',
-                                                     '3',
-                                                     '4',
-                                                     '5')
-         AND "posthog_sessionrecording"."team_id" = 2)
+         "posthog_user"."email_opt_in"
+  FROM "posthog_user"
+  WHERE "posthog_user"."id" = 2
+  LIMIT 21
   '''
 # ---
 # name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.101
-  '''
-  SELECT "posthog_sessionrecordingviewed"."session_id"
-  FROM "posthog_sessionrecordingviewed"
-  WHERE ("posthog_sessionrecordingviewed"."team_id" = 2
-         AND "posthog_sessionrecordingviewed"."user_id" = 2)
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.102
-  '''
-  SELECT "posthog_persondistinctid"."id",
-         "posthog_persondistinctid"."team_id",
-         "posthog_persondistinctid"."person_id",
-         "posthog_persondistinctid"."distinct_id",
-         "posthog_persondistinctid"."version",
-         "posthog_person"."id",
-         "posthog_person"."created_at",
-         "posthog_person"."properties_last_updated_at",
-         "posthog_person"."properties_last_operation",
-         "posthog_person"."team_id",
-         "posthog_person"."properties",
-         "posthog_person"."is_user_id",
-         "posthog_person"."is_identified",
-         "posthog_person"."uuid",
-         "posthog_person"."version"
-  FROM "posthog_persondistinctid"
-  INNER JOIN "posthog_person" ON ("posthog_persondistinctid"."person_id" = "posthog_person"."id")
-  WHERE ("posthog_persondistinctid"."distinct_id" IN ('user1',
-                                                      'user2',
-                                                      'user3',
-                                                      'user4',
-                                                      'user5')
-         AND "posthog_persondistinctid"."team_id" = 2)
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.103
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -1674,13 +1584,6 @@
          "posthog_team"."modifiers",
          "posthog_team"."correlation_config",
          "posthog_team"."session_recording_retention_period_days",
-         "posthog_team"."plugins_opt_in",
-         "posthog_team"."opt_out_capture",
-         "posthog_team"."event_names",
-         "posthog_team"."event_names_with_usage",
-         "posthog_team"."event_properties",
-         "posthog_team"."event_properties_with_usage",
-         "posthog_team"."event_properties_numerical",
          "posthog_team"."external_data_workspace_id",
          "posthog_team"."external_data_workspace_last_synced_at"
   FROM "posthog_team"
@@ -1688,136 +1591,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.104
-  '''
-  SELECT "posthog_person"."id",
-         "posthog_person"."created_at",
-         "posthog_person"."properties_last_updated_at",
-         "posthog_person"."properties_last_operation",
-         "posthog_person"."team_id",
-         "posthog_person"."properties",
-         "posthog_person"."is_user_id",
-         "posthog_person"."is_identified",
-         "posthog_person"."uuid",
-         "posthog_person"."version"
-  FROM "posthog_person"
-  INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
-  WHERE ("posthog_persondistinctid"."distinct_id" = 'user6'
-         AND "posthog_persondistinctid"."team_id" = 2)
-  LIMIT 21
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.105
-  '''
-  SELECT "posthog_person"."id",
-         "posthog_person"."created_at",
-         "posthog_person"."properties_last_updated_at",
-         "posthog_person"."properties_last_operation",
-         "posthog_person"."team_id",
-         "posthog_person"."properties",
-         "posthog_person"."is_user_id",
-         "posthog_person"."is_identified",
-         "posthog_person"."uuid",
-         "posthog_person"."version"
-  FROM "posthog_person"
-  INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
-  WHERE ("posthog_persondistinctid"."distinct_id" = 'user6'
-         AND "posthog_persondistinctid"."team_id" = 2)
-  LIMIT 21
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.106
-  '''
-  SELECT "posthog_user"."id",
-         "posthog_user"."password",
-         "posthog_user"."last_login",
-         "posthog_user"."first_name",
-         "posthog_user"."last_name",
-         "posthog_user"."is_staff",
-         "posthog_user"."date_joined",
-         "posthog_user"."uuid",
-         "posthog_user"."current_organization_id",
-         "posthog_user"."current_team_id",
-         "posthog_user"."email",
-         "posthog_user"."pending_email",
-         "posthog_user"."temporary_token",
-         "posthog_user"."distinct_id",
-         "posthog_user"."is_email_verified",
-         "posthog_user"."has_seen_product_intro_for",
-         "posthog_user"."strapi_id",
-         "posthog_user"."is_active",
-         "posthog_user"."theme_mode",
-         "posthog_user"."partial_notification_settings",
-         "posthog_user"."anonymize_data",
-         "posthog_user"."toolbar_mode",
-         "posthog_user"."hedgehog_config",
-         "posthog_user"."events_column_config",
-         "posthog_user"."email_opt_in"
-  FROM "posthog_user"
-  WHERE "posthog_user"."id" = 2
-  LIMIT 21
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.107
-  '''
-  SELECT "posthog_team"."id",
-         "posthog_team"."uuid",
-         "posthog_team"."organization_id",
-         "posthog_team"."project_id",
-         "posthog_team"."api_token",
-         "posthog_team"."app_urls",
-         "posthog_team"."name",
-         "posthog_team"."slack_incoming_webhook",
-         "posthog_team"."created_at",
-         "posthog_team"."updated_at",
-         "posthog_team"."anonymize_ips",
-         "posthog_team"."completed_snippet_onboarding",
-         "posthog_team"."has_completed_onboarding_for",
-         "posthog_team"."ingested_event",
-         "posthog_team"."autocapture_opt_out",
-         "posthog_team"."autocapture_web_vitals_opt_in",
-         "posthog_team"."autocapture_web_vitals_allowed_metrics",
-         "posthog_team"."autocapture_exceptions_opt_in",
-         "posthog_team"."autocapture_exceptions_errors_to_ignore",
-         "posthog_team"."session_recording_opt_in",
-         "posthog_team"."session_recording_sample_rate",
-         "posthog_team"."session_recording_minimum_duration_milliseconds",
-         "posthog_team"."session_recording_linked_flag",
-         "posthog_team"."session_recording_network_payload_capture_config",
-         "posthog_team"."session_recording_url_trigger_config",
-         "posthog_team"."session_replay_config",
-         "posthog_team"."survey_config",
-         "posthog_team"."capture_console_log_opt_in",
-         "posthog_team"."capture_performance_opt_in",
-         "posthog_team"."surveys_opt_in",
-         "posthog_team"."heatmaps_opt_in",
-         "posthog_team"."session_recording_version",
-         "posthog_team"."signup_token",
-         "posthog_team"."is_demo",
-         "posthog_team"."access_control",
-         "posthog_team"."week_start_day",
-         "posthog_team"."inject_web_apps",
-         "posthog_team"."test_account_filters",
-         "posthog_team"."test_account_filters_default_checked",
-         "posthog_team"."path_cleaning_filters",
-         "posthog_team"."timezone",
-         "posthog_team"."data_attributes",
-         "posthog_team"."person_display_name_properties",
-         "posthog_team"."live_events_columns",
-         "posthog_team"."recording_domains",
-         "posthog_team"."primary_dashboard_id",
-         "posthog_team"."extra_settings",
-         "posthog_team"."modifiers",
-         "posthog_team"."correlation_config",
-         "posthog_team"."session_recording_retention_period_days",
-         "posthog_team"."external_data_workspace_id",
-         "posthog_team"."external_data_workspace_last_synced_at"
-  FROM "posthog_team"
-  WHERE "posthog_team"."id" = 2
-  LIMIT 21
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.108
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.102
   '''
   SELECT "posthog_organizationmembership"."id",
          "posthog_organizationmembership"."organization_id",
@@ -1849,52 +1623,7 @@
   WHERE "posthog_organizationmembership"."user_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.109
-  '''
-  SELECT "posthog_organization"."id",
-         "posthog_organization"."name",
-         "posthog_organization"."slug",
-         "posthog_organization"."logo_media_id",
-         "posthog_organization"."created_at",
-         "posthog_organization"."updated_at",
-         "posthog_organization"."plugins_access_level",
-         "posthog_organization"."for_internal_metrics",
-         "posthog_organization"."is_member_join_email_enabled",
-         "posthog_organization"."enforce_2fa",
-         "posthog_organization"."is_hipaa",
-         "posthog_organization"."customer_id",
-         "posthog_organization"."available_product_features",
-         "posthog_organization"."usage",
-         "posthog_organization"."never_drop_data",
-         "posthog_organization"."customer_trust_scores",
-         "posthog_organization"."setup_section_2_completed",
-         "posthog_organization"."personalization",
-         "posthog_organization"."domain_whitelist"
-  FROM "posthog_organization"
-  WHERE "posthog_organization"."id" = '00000000-0000-0000-0000-000000000000'::uuid
-  LIMIT 21
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.11
-  '''
-  SELECT "posthog_datawarehousejoin"."created_by_id",
-         "posthog_datawarehousejoin"."created_at",
-         "posthog_datawarehousejoin"."deleted",
-         "posthog_datawarehousejoin"."deleted_at",
-         "posthog_datawarehousejoin"."id",
-         "posthog_datawarehousejoin"."team_id",
-         "posthog_datawarehousejoin"."source_table_name",
-         "posthog_datawarehousejoin"."source_table_key",
-         "posthog_datawarehousejoin"."joining_table_name",
-         "posthog_datawarehousejoin"."joining_table_key",
-         "posthog_datawarehousejoin"."field_name"
-  FROM "posthog_datawarehousejoin"
-  WHERE ("posthog_datawarehousejoin"."team_id" = 2
-         AND NOT ("posthog_datawarehousejoin"."deleted"
-                  AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.110
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.103
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -1906,7 +1635,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.111
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.104
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -1927,7 +1656,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.112
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.105
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -2000,7 +1729,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.113
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.106
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -2019,7 +1748,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.114
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.107
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -2031,7 +1760,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.115
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.108
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -2052,7 +1781,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.116
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.109
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -2125,7 +1854,15 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.117
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.11
+  '''
+  SELECT "posthog_sessionrecordingviewed"."session_id"
+  FROM "posthog_sessionrecordingviewed"
+  WHERE ("posthog_sessionrecordingviewed"."team_id" = 2
+         AND "posthog_sessionrecordingviewed"."user_id" = 2)
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.110
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -2144,7 +1881,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.118
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.111
   '''
   SELECT "posthog_sessionrecording"."id",
          "posthog_sessionrecording"."session_id",
@@ -2176,15 +1913,7 @@
          AND "posthog_sessionrecording"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.119
-  '''
-  SELECT "posthog_sessionrecordingviewed"."session_id"
-  FROM "posthog_sessionrecordingviewed"
-  WHERE ("posthog_sessionrecordingviewed"."team_id" = 2
-         AND "posthog_sessionrecordingviewed"."user_id" = 2)
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.12
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.112
   '''
   SELECT "posthog_sessionrecordingviewed"."session_id"
   FROM "posthog_sessionrecordingviewed"
@@ -2192,7 +1921,7 @@
          AND "posthog_sessionrecordingviewed"."user_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.120
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.113
   '''
   SELECT "posthog_persondistinctid"."id",
          "posthog_persondistinctid"."team_id",
@@ -2220,7 +1949,7 @@
          AND "posthog_persondistinctid"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.121
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.114
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -2286,7 +2015,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.122
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.115
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -2305,7 +2034,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.123
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.116
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -2324,7 +2053,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.124
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.117
   '''
   SELECT "posthog_user"."id",
          "posthog_user"."password",
@@ -2356,7 +2085,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.125
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.118
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -2415,7 +2144,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.126
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.119
   '''
   SELECT "posthog_organizationmembership"."id",
          "posthog_organizationmembership"."organization_id",
@@ -2447,66 +2176,7 @@
   WHERE "posthog_organizationmembership"."user_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.127
-  '''
-  SELECT "posthog_organization"."id",
-         "posthog_organization"."name",
-         "posthog_organization"."slug",
-         "posthog_organization"."logo_media_id",
-         "posthog_organization"."created_at",
-         "posthog_organization"."updated_at",
-         "posthog_organization"."plugins_access_level",
-         "posthog_organization"."for_internal_metrics",
-         "posthog_organization"."is_member_join_email_enabled",
-         "posthog_organization"."enforce_2fa",
-         "posthog_organization"."is_hipaa",
-         "posthog_organization"."customer_id",
-         "posthog_organization"."available_product_features",
-         "posthog_organization"."usage",
-         "posthog_organization"."never_drop_data",
-         "posthog_organization"."customer_trust_scores",
-         "posthog_organization"."setup_section_2_completed",
-         "posthog_organization"."personalization",
-         "posthog_organization"."domain_whitelist"
-  FROM "posthog_organization"
-  WHERE "posthog_organization"."id" = '00000000-0000-0000-0000-000000000000'::uuid
-  LIMIT 21
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.128
-  '''
-  SELECT "posthog_grouptypemapping"."id",
-         "posthog_grouptypemapping"."team_id",
-         "posthog_grouptypemapping"."group_type",
-         "posthog_grouptypemapping"."group_type_index",
-         "posthog_grouptypemapping"."name_singular",
-         "posthog_grouptypemapping"."name_plural"
-  FROM "posthog_grouptypemapping"
-  WHERE "posthog_grouptypemapping"."team_id" = 2
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.129
-  '''
-  SELECT "posthog_datawarehousesavedquery"."created_by_id",
-         "posthog_datawarehousesavedquery"."created_at",
-         "posthog_datawarehousesavedquery"."deleted",
-         "posthog_datawarehousesavedquery"."deleted_at",
-         "posthog_datawarehousesavedquery"."id",
-         "posthog_datawarehousesavedquery"."name",
-         "posthog_datawarehousesavedquery"."team_id",
-         "posthog_datawarehousesavedquery"."columns",
-         "posthog_datawarehousesavedquery"."external_tables",
-         "posthog_datawarehousesavedquery"."query",
-         "posthog_datawarehousesavedquery"."status",
-         "posthog_datawarehousesavedquery"."last_run_at",
-         "posthog_datawarehousesavedquery"."table_id"
-  FROM "posthog_datawarehousesavedquery"
-  WHERE ("posthog_datawarehousesavedquery"."team_id" = 2
-         AND NOT ("posthog_datawarehousesavedquery"."deleted"
-                  AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.13
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.12
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -2572,23 +2242,56 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.130
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.120
   '''
-  SELECT "posthog_datawarehousetable"."created_by_id",
-         "posthog_datawarehousetable"."created_at",
-         "posthog_datawarehousetable"."updated_at",
-         "posthog_datawarehousetable"."deleted",
-         "posthog_datawarehousetable"."deleted_at",
-         "posthog_datawarehousetable"."id",
-         "posthog_datawarehousetable"."name",
-         "posthog_datawarehousetable"."format",
-         "posthog_datawarehousetable"."team_id",
-         "posthog_datawarehousetable"."url_pattern",
-         "posthog_datawarehousetable"."credential_id",
-         "posthog_datawarehousetable"."external_data_source_id",
-         "posthog_datawarehousetable"."columns",
-         "posthog_datawarehousetable"."row_count",
-         "posthog_user"."id",
+  SELECT "posthog_grouptypemapping"."id",
+         "posthog_grouptypemapping"."team_id",
+         "posthog_grouptypemapping"."group_type",
+         "posthog_grouptypemapping"."group_type_index",
+         "posthog_grouptypemapping"."name_singular",
+         "posthog_grouptypemapping"."name_plural"
+  FROM "posthog_grouptypemapping"
+  WHERE "posthog_grouptypemapping"."team_id" = 2
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.121
+  '''
+  SELECT "posthog_datawarehousesavedquery"."created_by_id",
+         "posthog_datawarehousesavedquery"."created_at",
+         "posthog_datawarehousesavedquery"."deleted",
+         "posthog_datawarehousesavedquery"."deleted_at",
+         "posthog_datawarehousesavedquery"."id",
+         "posthog_datawarehousesavedquery"."name",
+         "posthog_datawarehousesavedquery"."team_id",
+         "posthog_datawarehousesavedquery"."columns",
+         "posthog_datawarehousesavedquery"."external_tables",
+         "posthog_datawarehousesavedquery"."query",
+         "posthog_datawarehousesavedquery"."status",
+         "posthog_datawarehousesavedquery"."last_run_at",
+         "posthog_datawarehousesavedquery"."table_id"
+  FROM "posthog_datawarehousesavedquery"
+  WHERE ("posthog_datawarehousesavedquery"."team_id" = 2
+         AND NOT ("posthog_datawarehousesavedquery"."deleted"
+                  AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.122
+  '''
+  SELECT "posthog_datawarehousetable"."created_by_id",
+         "posthog_datawarehousetable"."created_at",
+         "posthog_datawarehousetable"."updated_at",
+         "posthog_datawarehousetable"."deleted",
+         "posthog_datawarehousetable"."deleted_at",
+         "posthog_datawarehousetable"."id",
+         "posthog_datawarehousetable"."name",
+         "posthog_datawarehousetable"."format",
+         "posthog_datawarehousetable"."team_id",
+         "posthog_datawarehousetable"."url_pattern",
+         "posthog_datawarehousetable"."credential_id",
+         "posthog_datawarehousetable"."external_data_source_id",
+         "posthog_datawarehousetable"."columns",
+         "posthog_datawarehousetable"."row_count",
+         "posthog_user"."id",
          "posthog_user"."password",
          "posthog_user"."last_login",
          "posthog_user"."first_name",
@@ -2645,7 +2348,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.131
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.123
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -2664,7 +2367,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.132
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.124
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -2676,7 +2379,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.133
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.125
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -2697,7 +2400,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.134
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.126
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -2770,7 +2473,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.135
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.127
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -2789,7 +2492,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.136
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.128
   '''
   SELECT "posthog_sessionrecording"."id",
          "posthog_sessionrecording"."session_id",
@@ -2822,7 +2525,7 @@
          AND "posthog_sessionrecording"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.137
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.129
   '''
   SELECT "posthog_sessionrecordingviewed"."session_id"
   FROM "posthog_sessionrecordingviewed"
@@ -2830,7 +2533,26 @@
          AND "posthog_sessionrecordingviewed"."user_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.138
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.13
+  '''
+  SELECT "posthog_person"."id",
+         "posthog_person"."created_at",
+         "posthog_person"."properties_last_updated_at",
+         "posthog_person"."properties_last_operation",
+         "posthog_person"."team_id",
+         "posthog_person"."properties",
+         "posthog_person"."is_user_id",
+         "posthog_person"."is_identified",
+         "posthog_person"."uuid",
+         "posthog_person"."version"
+  FROM "posthog_person"
+  INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
+  WHERE ("posthog_persondistinctid"."distinct_id" = 'user1'
+         AND "posthog_persondistinctid"."team_id" = 2)
+  LIMIT 21
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.130
   '''
   SELECT "posthog_persondistinctid"."id",
          "posthog_persondistinctid"."team_id",
@@ -2859,7 +2581,7 @@
          AND "posthog_persondistinctid"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.139
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.131
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -2925,26 +2647,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.14
-  '''
-  SELECT "posthog_person"."id",
-         "posthog_person"."created_at",
-         "posthog_person"."properties_last_updated_at",
-         "posthog_person"."properties_last_operation",
-         "posthog_person"."team_id",
-         "posthog_person"."properties",
-         "posthog_person"."is_user_id",
-         "posthog_person"."is_identified",
-         "posthog_person"."uuid",
-         "posthog_person"."version"
-  FROM "posthog_person"
-  INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
-  WHERE ("posthog_persondistinctid"."distinct_id" = 'user1'
-         AND "posthog_persondistinctid"."team_id" = 2)
-  LIMIT 21
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.140
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.132
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -2963,7 +2666,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.141
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.133
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -2982,7 +2685,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.142
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.134
   '''
   SELECT "posthog_user"."id",
          "posthog_user"."password",
@@ -3014,7 +2717,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.143
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.135
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -3073,7 +2776,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.144
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.136
   '''
   SELECT "posthog_organizationmembership"."id",
          "posthog_organizationmembership"."organization_id",
@@ -3105,33 +2808,7 @@
   WHERE "posthog_organizationmembership"."user_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.145
-  '''
-  SELECT "posthog_organization"."id",
-         "posthog_organization"."name",
-         "posthog_organization"."slug",
-         "posthog_organization"."logo_media_id",
-         "posthog_organization"."created_at",
-         "posthog_organization"."updated_at",
-         "posthog_organization"."plugins_access_level",
-         "posthog_organization"."for_internal_metrics",
-         "posthog_organization"."is_member_join_email_enabled",
-         "posthog_organization"."enforce_2fa",
-         "posthog_organization"."is_hipaa",
-         "posthog_organization"."customer_id",
-         "posthog_organization"."available_product_features",
-         "posthog_organization"."usage",
-         "posthog_organization"."never_drop_data",
-         "posthog_organization"."customer_trust_scores",
-         "posthog_organization"."setup_section_2_completed",
-         "posthog_organization"."personalization",
-         "posthog_organization"."domain_whitelist"
-  FROM "posthog_organization"
-  WHERE "posthog_organization"."id" = '00000000-0000-0000-0000-000000000000'::uuid
-  LIMIT 21
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.146
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.137
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -3143,7 +2820,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.147
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.138
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -3164,7 +2841,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.148
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.139
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -3237,26 +2914,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.149
-  '''
-  SELECT "posthog_datawarehousejoin"."created_by_id",
-         "posthog_datawarehousejoin"."created_at",
-         "posthog_datawarehousejoin"."deleted",
-         "posthog_datawarehousejoin"."deleted_at",
-         "posthog_datawarehousejoin"."id",
-         "posthog_datawarehousejoin"."team_id",
-         "posthog_datawarehousejoin"."source_table_name",
-         "posthog_datawarehousejoin"."source_table_key",
-         "posthog_datawarehousejoin"."joining_table_name",
-         "posthog_datawarehousejoin"."joining_table_key",
-         "posthog_datawarehousejoin"."field_name"
-  FROM "posthog_datawarehousejoin"
-  WHERE ("posthog_datawarehousejoin"."team_id" = 2
-         AND NOT ("posthog_datawarehousejoin"."deleted"
-                  AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.15
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.14
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -3275,7 +2933,26 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.150
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.140
+  '''
+  SELECT "posthog_datawarehousejoin"."created_by_id",
+         "posthog_datawarehousejoin"."created_at",
+         "posthog_datawarehousejoin"."deleted",
+         "posthog_datawarehousejoin"."deleted_at",
+         "posthog_datawarehousejoin"."id",
+         "posthog_datawarehousejoin"."team_id",
+         "posthog_datawarehousejoin"."source_table_name",
+         "posthog_datawarehousejoin"."source_table_key",
+         "posthog_datawarehousejoin"."joining_table_name",
+         "posthog_datawarehousejoin"."joining_table_key",
+         "posthog_datawarehousejoin"."field_name"
+  FROM "posthog_datawarehousejoin"
+  WHERE ("posthog_datawarehousejoin"."team_id" = 2
+         AND NOT ("posthog_datawarehousejoin"."deleted"
+                  AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.141
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -3287,7 +2964,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.151
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.142
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -3308,7 +2985,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.152
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.143
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -3381,7 +3058,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.153
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.144
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -3400,7 +3077,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.154
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.145
   '''
   SELECT "posthog_sessionrecording"."id",
          "posthog_sessionrecording"."session_id",
@@ -3434,7 +3111,7 @@
          AND "posthog_sessionrecording"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.155
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.146
   '''
   SELECT "posthog_sessionrecordingviewed"."session_id"
   FROM "posthog_sessionrecordingviewed"
@@ -3442,7 +3119,7 @@
          AND "posthog_sessionrecordingviewed"."user_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.156
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.147
   '''
   SELECT "posthog_persondistinctid"."id",
          "posthog_persondistinctid"."team_id",
@@ -3472,7 +3149,7 @@
          AND "posthog_persondistinctid"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.157
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.148
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -3538,26 +3215,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.158
-  '''
-  SELECT "posthog_person"."id",
-         "posthog_person"."created_at",
-         "posthog_person"."properties_last_updated_at",
-         "posthog_person"."properties_last_operation",
-         "posthog_person"."team_id",
-         "posthog_person"."properties",
-         "posthog_person"."is_user_id",
-         "posthog_person"."is_identified",
-         "posthog_person"."uuid",
-         "posthog_person"."version"
-  FROM "posthog_person"
-  INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
-  WHERE ("posthog_persondistinctid"."distinct_id" = 'user9'
-         AND "posthog_persondistinctid"."team_id" = 2)
-  LIMIT 21
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.159
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.149
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -3576,7 +3234,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.16
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.15
   '''
   SELECT "posthog_user"."id",
          "posthog_user"."password",
@@ -3608,7 +3266,26 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.160
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.150
+  '''
+  SELECT "posthog_person"."id",
+         "posthog_person"."created_at",
+         "posthog_person"."properties_last_updated_at",
+         "posthog_person"."properties_last_operation",
+         "posthog_person"."team_id",
+         "posthog_person"."properties",
+         "posthog_person"."is_user_id",
+         "posthog_person"."is_identified",
+         "posthog_person"."uuid",
+         "posthog_person"."version"
+  FROM "posthog_person"
+  INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
+  WHERE ("posthog_persondistinctid"."distinct_id" = 'user9'
+         AND "posthog_persondistinctid"."team_id" = 2)
+  LIMIT 21
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.151
   '''
   SELECT "posthog_user"."id",
          "posthog_user"."password",
@@ -3640,7 +3317,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.161
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.152
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -3699,7 +3376,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.162
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.153
   '''
   SELECT "posthog_organizationmembership"."id",
          "posthog_organizationmembership"."organization_id",
@@ -3731,33 +3408,7 @@
   WHERE "posthog_organizationmembership"."user_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.163
-  '''
-  SELECT "posthog_organization"."id",
-         "posthog_organization"."name",
-         "posthog_organization"."slug",
-         "posthog_organization"."logo_media_id",
-         "posthog_organization"."created_at",
-         "posthog_organization"."updated_at",
-         "posthog_organization"."plugins_access_level",
-         "posthog_organization"."for_internal_metrics",
-         "posthog_organization"."is_member_join_email_enabled",
-         "posthog_organization"."enforce_2fa",
-         "posthog_organization"."is_hipaa",
-         "posthog_organization"."customer_id",
-         "posthog_organization"."available_product_features",
-         "posthog_organization"."usage",
-         "posthog_organization"."never_drop_data",
-         "posthog_organization"."customer_trust_scores",
-         "posthog_organization"."setup_section_2_completed",
-         "posthog_organization"."personalization",
-         "posthog_organization"."domain_whitelist"
-  FROM "posthog_organization"
-  WHERE "posthog_organization"."id" = '00000000-0000-0000-0000-000000000000'::uuid
-  LIMIT 21
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.164
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.154
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -3769,7 +3420,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.165
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.155
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -3790,7 +3441,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.166
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.156
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -3863,7 +3514,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.167
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.157
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -3882,7 +3533,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.168
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.158
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -3894,7 +3545,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.169
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.159
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -3915,7 +3566,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.17
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.16
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -3974,7 +3625,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.170
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.160
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -4047,7 +3698,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.171
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.161
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -4066,7 +3717,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.172
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.162
   '''
   SELECT "posthog_sessionrecording"."id",
          "posthog_sessionrecording"."session_id",
@@ -4101,7 +3752,7 @@
          AND "posthog_sessionrecording"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.173
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.163
   '''
   SELECT "posthog_sessionrecordingviewed"."session_id"
   FROM "posthog_sessionrecordingviewed"
@@ -4109,7 +3760,7 @@
          AND "posthog_sessionrecordingviewed"."user_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.174
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.164
   '''
   SELECT "posthog_persondistinctid"."id",
          "posthog_persondistinctid"."team_id",
@@ -4140,7 +3791,7 @@
          AND "posthog_persondistinctid"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.175
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.165
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -4206,7 +3857,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.176
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.166
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -4225,7 +3876,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.177
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.167
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -4244,7 +3895,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.178
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.168
   '''
   SELECT "posthog_user"."id",
          "posthog_user"."password",
@@ -4276,7 +3927,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.179
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.169
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -4335,7 +3986,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.18
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.17
   '''
   SELECT "posthog_organizationmembership"."id",
          "posthog_organizationmembership"."organization_id",
@@ -4367,7 +4018,7 @@
   WHERE "posthog_organizationmembership"."user_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.180
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.170
   '''
   SELECT "posthog_organizationmembership"."id",
          "posthog_organizationmembership"."organization_id",
@@ -4399,33 +4050,7 @@
   WHERE "posthog_organizationmembership"."user_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.181
-  '''
-  SELECT "posthog_organization"."id",
-         "posthog_organization"."name",
-         "posthog_organization"."slug",
-         "posthog_organization"."logo_media_id",
-         "posthog_organization"."created_at",
-         "posthog_organization"."updated_at",
-         "posthog_organization"."plugins_access_level",
-         "posthog_organization"."for_internal_metrics",
-         "posthog_organization"."is_member_join_email_enabled",
-         "posthog_organization"."enforce_2fa",
-         "posthog_organization"."is_hipaa",
-         "posthog_organization"."customer_id",
-         "posthog_organization"."available_product_features",
-         "posthog_organization"."usage",
-         "posthog_organization"."never_drop_data",
-         "posthog_organization"."customer_trust_scores",
-         "posthog_organization"."setup_section_2_completed",
-         "posthog_organization"."personalization",
-         "posthog_organization"."domain_whitelist"
-  FROM "posthog_organization"
-  WHERE "posthog_organization"."id" = '00000000-0000-0000-0000-000000000000'::uuid
-  LIMIT 21
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.182
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.171
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -4437,7 +4062,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.183
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.172
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -4458,7 +4083,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.184
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.173
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -4531,7 +4156,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.185
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.174
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -4550,7 +4175,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.186
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.175
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -4562,7 +4187,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.187
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.176
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -4583,7 +4208,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.188
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.177
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -4656,7 +4281,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.189
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.178
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -4675,33 +4300,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.19
-  '''
-  SELECT "posthog_organization"."id",
-         "posthog_organization"."name",
-         "posthog_organization"."slug",
-         "posthog_organization"."logo_media_id",
-         "posthog_organization"."created_at",
-         "posthog_organization"."updated_at",
-         "posthog_organization"."plugins_access_level",
-         "posthog_organization"."for_internal_metrics",
-         "posthog_organization"."is_member_join_email_enabled",
-         "posthog_organization"."enforce_2fa",
-         "posthog_organization"."is_hipaa",
-         "posthog_organization"."customer_id",
-         "posthog_organization"."available_product_features",
-         "posthog_organization"."usage",
-         "posthog_organization"."never_drop_data",
-         "posthog_organization"."customer_trust_scores",
-         "posthog_organization"."setup_section_2_completed",
-         "posthog_organization"."personalization",
-         "posthog_organization"."domain_whitelist"
-  FROM "posthog_organization"
-  WHERE "posthog_organization"."id" = '00000000-0000-0000-0000-000000000000'::uuid
-  LIMIT 21
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.190
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.179
   '''
   SELECT "posthog_sessionrecording"."id",
          "posthog_sessionrecording"."session_id",
@@ -4737,47 +4336,19 @@
          AND "posthog_sessionrecording"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.191
-  '''
-  SELECT "posthog_sessionrecordingviewed"."session_id"
-  FROM "posthog_sessionrecordingviewed"
-  WHERE ("posthog_sessionrecordingviewed"."team_id" = 2
-         AND "posthog_sessionrecordingviewed"."user_id" = 2)
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.192
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.18
   '''
-  SELECT "posthog_persondistinctid"."id",
-         "posthog_persondistinctid"."team_id",
-         "posthog_persondistinctid"."person_id",
-         "posthog_persondistinctid"."distinct_id",
-         "posthog_persondistinctid"."version",
-         "posthog_person"."id",
-         "posthog_person"."created_at",
-         "posthog_person"."properties_last_updated_at",
-         "posthog_person"."properties_last_operation",
-         "posthog_person"."team_id",
-         "posthog_person"."properties",
-         "posthog_person"."is_user_id",
-         "posthog_person"."is_identified",
-         "posthog_person"."uuid",
-         "posthog_person"."version"
-  FROM "posthog_persondistinctid"
-  INNER JOIN "posthog_person" ON ("posthog_persondistinctid"."person_id" = "posthog_person"."id")
-  WHERE ("posthog_persondistinctid"."distinct_id" IN ('user1',
-                                                      'user10',
-                                                      'user2',
-                                                      'user3',
-                                                      'user4',
-                                                      'user5',
-                                                      'user6',
-                                                      'user7',
-                                                      'user8',
-                                                      'user9')
-         AND "posthog_persondistinctid"."team_id" = 2)
+  SELECT "posthog_grouptypemapping"."id",
+         "posthog_grouptypemapping"."team_id",
+         "posthog_grouptypemapping"."group_type",
+         "posthog_grouptypemapping"."group_type_index",
+         "posthog_grouptypemapping"."name_singular",
+         "posthog_grouptypemapping"."name_plural"
+  FROM "posthog_grouptypemapping"
+  WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.193
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.180
   '''
   SELECT "posthog_sessionrecordingviewed"."session_id"
   FROM "posthog_sessionrecordingviewed"
@@ -4785,7 +4356,7 @@
          AND "posthog_sessionrecordingviewed"."user_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.194
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.181
   '''
   SELECT "posthog_persondistinctid"."id",
          "posthog_persondistinctid"."team_id",
@@ -4817,39 +4388,7 @@
          AND "posthog_persondistinctid"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.2
-  '''
-  SELECT "posthog_organizationmembership"."id",
-         "posthog_organizationmembership"."organization_id",
-         "posthog_organizationmembership"."user_id",
-         "posthog_organizationmembership"."level",
-         "posthog_organizationmembership"."joined_at",
-         "posthog_organizationmembership"."updated_at",
-         "posthog_organization"."id",
-         "posthog_organization"."name",
-         "posthog_organization"."slug",
-         "posthog_organization"."logo_media_id",
-         "posthog_organization"."created_at",
-         "posthog_organization"."updated_at",
-         "posthog_organization"."plugins_access_level",
-         "posthog_organization"."for_internal_metrics",
-         "posthog_organization"."is_member_join_email_enabled",
-         "posthog_organization"."enforce_2fa",
-         "posthog_organization"."is_hipaa",
-         "posthog_organization"."customer_id",
-         "posthog_organization"."available_product_features",
-         "posthog_organization"."usage",
-         "posthog_organization"."never_drop_data",
-         "posthog_organization"."customer_trust_scores",
-         "posthog_organization"."setup_section_2_completed",
-         "posthog_organization"."personalization",
-         "posthog_organization"."domain_whitelist"
-  FROM "posthog_organizationmembership"
-  INNER JOIN "posthog_organization" ON ("posthog_organizationmembership"."organization_id" = "posthog_organization"."id")
-  WHERE "posthog_organizationmembership"."user_id" = 2
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.20
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.182
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -4861,7 +4400,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.21
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.183
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -4882,7 +4421,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.22
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.184
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -4955,7 +4494,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.23
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.185
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -4974,7 +4513,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.24
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.186
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -4986,7 +4525,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.25
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.187
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -5007,7 +4546,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.26
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.188
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -5080,7 +4619,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.27
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.189
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -5099,7 +4638,28 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.28
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.19
+  '''
+  SELECT "posthog_datawarehousesavedquery"."created_by_id",
+         "posthog_datawarehousesavedquery"."created_at",
+         "posthog_datawarehousesavedquery"."deleted",
+         "posthog_datawarehousesavedquery"."deleted_at",
+         "posthog_datawarehousesavedquery"."id",
+         "posthog_datawarehousesavedquery"."name",
+         "posthog_datawarehousesavedquery"."team_id",
+         "posthog_datawarehousesavedquery"."columns",
+         "posthog_datawarehousesavedquery"."external_tables",
+         "posthog_datawarehousesavedquery"."query",
+         "posthog_datawarehousesavedquery"."status",
+         "posthog_datawarehousesavedquery"."last_run_at",
+         "posthog_datawarehousesavedquery"."table_id"
+  FROM "posthog_datawarehousesavedquery"
+  WHERE ("posthog_datawarehousesavedquery"."team_id" = 2
+         AND NOT ("posthog_datawarehousesavedquery"."deleted"
+                  AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.190
   '''
   SELECT "posthog_sessionrecording"."id",
          "posthog_sessionrecording"."session_id",
@@ -5122,11 +4682,20 @@
          "posthog_sessionrecording"."start_url",
          "posthog_sessionrecording"."storage_version"
   FROM "posthog_sessionrecording"
-  WHERE ("posthog_sessionrecording"."session_id" IN ('1')
+  WHERE ("posthog_sessionrecording"."session_id" IN ('1',
+                                                     '10',
+                                                     '2',
+                                                     '3',
+                                                     '4',
+                                                     '5',
+                                                     '6',
+                                                     '7',
+                                                     '8',
+                                                     '9')
          AND "posthog_sessionrecording"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.29
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.191
   '''
   SELECT "posthog_sessionrecordingviewed"."session_id"
   FROM "posthog_sessionrecordingviewed"
@@ -5134,13 +4703,91 @@
          AND "posthog_sessionrecordingviewed"."user_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.3
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.192
   '''
-  SELECT "posthog_organization"."id",
-         "posthog_organization"."name",
-         "posthog_organization"."slug",
-         "posthog_organization"."logo_media_id",
-         "posthog_organization"."created_at",
+  SELECT "posthog_persondistinctid"."id",
+         "posthog_persondistinctid"."team_id",
+         "posthog_persondistinctid"."person_id",
+         "posthog_persondistinctid"."distinct_id",
+         "posthog_persondistinctid"."version",
+         "posthog_person"."id",
+         "posthog_person"."created_at",
+         "posthog_person"."properties_last_updated_at",
+         "posthog_person"."properties_last_operation",
+         "posthog_person"."team_id",
+         "posthog_person"."properties",
+         "posthog_person"."is_user_id",
+         "posthog_person"."is_identified",
+         "posthog_person"."uuid",
+         "posthog_person"."version"
+  FROM "posthog_persondistinctid"
+  INNER JOIN "posthog_person" ON ("posthog_persondistinctid"."person_id" = "posthog_person"."id")
+  WHERE ("posthog_persondistinctid"."distinct_id" IN ('user1',
+                                                      'user10',
+                                                      'user2',
+                                                      'user3',
+                                                      'user4',
+                                                      'user5',
+                                                      'user6',
+                                                      'user7',
+                                                      'user8',
+                                                      'user9')
+         AND "posthog_persondistinctid"."team_id" = 2)
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.193
+  '''
+  SELECT "posthog_sessionrecordingviewed"."session_id"
+  FROM "posthog_sessionrecordingviewed"
+  WHERE ("posthog_sessionrecordingviewed"."team_id" = 2
+         AND "posthog_sessionrecordingviewed"."user_id" = 2)
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.194
+  '''
+  SELECT "posthog_persondistinctid"."id",
+         "posthog_persondistinctid"."team_id",
+         "posthog_persondistinctid"."person_id",
+         "posthog_persondistinctid"."distinct_id",
+         "posthog_persondistinctid"."version",
+         "posthog_person"."id",
+         "posthog_person"."created_at",
+         "posthog_person"."properties_last_updated_at",
+         "posthog_person"."properties_last_operation",
+         "posthog_person"."team_id",
+         "posthog_person"."properties",
+         "posthog_person"."is_user_id",
+         "posthog_person"."is_identified",
+         "posthog_person"."uuid",
+         "posthog_person"."version"
+  FROM "posthog_persondistinctid"
+  INNER JOIN "posthog_person" ON ("posthog_persondistinctid"."person_id" = "posthog_person"."id")
+  WHERE ("posthog_persondistinctid"."distinct_id" IN ('user1',
+                                                      'user10',
+                                                      'user2',
+                                                      'user3',
+                                                      'user4',
+                                                      'user5',
+                                                      'user6',
+                                                      'user7',
+                                                      'user8',
+                                                      'user9')
+         AND "posthog_persondistinctid"."team_id" = 2)
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.2
+  '''
+  SELECT "posthog_organizationmembership"."id",
+         "posthog_organizationmembership"."organization_id",
+         "posthog_organizationmembership"."user_id",
+         "posthog_organizationmembership"."level",
+         "posthog_organizationmembership"."joined_at",
+         "posthog_organizationmembership"."updated_at",
+         "posthog_organization"."id",
+         "posthog_organization"."name",
+         "posthog_organization"."slug",
+         "posthog_organization"."logo_media_id",
+         "posthog_organization"."created_at",
          "posthog_organization"."updated_at",
          "posthog_organization"."plugins_access_level",
          "posthog_organization"."for_internal_metrics",
@@ -5155,12 +4802,264 @@
          "posthog_organization"."setup_section_2_completed",
          "posthog_organization"."personalization",
          "posthog_organization"."domain_whitelist"
-  FROM "posthog_organization"
-  WHERE "posthog_organization"."id" = '00000000-0000-0000-0000-000000000000'::uuid
-  LIMIT 21
+  FROM "posthog_organizationmembership"
+  INNER JOIN "posthog_organization" ON ("posthog_organizationmembership"."organization_id" = "posthog_organization"."id")
+  WHERE "posthog_organizationmembership"."user_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.30
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.20
+  '''
+  SELECT "posthog_datawarehousetable"."created_by_id",
+         "posthog_datawarehousetable"."created_at",
+         "posthog_datawarehousetable"."updated_at",
+         "posthog_datawarehousetable"."deleted",
+         "posthog_datawarehousetable"."deleted_at",
+         "posthog_datawarehousetable"."id",
+         "posthog_datawarehousetable"."name",
+         "posthog_datawarehousetable"."format",
+         "posthog_datawarehousetable"."team_id",
+         "posthog_datawarehousetable"."url_pattern",
+         "posthog_datawarehousetable"."credential_id",
+         "posthog_datawarehousetable"."external_data_source_id",
+         "posthog_datawarehousetable"."columns",
+         "posthog_datawarehousetable"."row_count",
+         "posthog_user"."id",
+         "posthog_user"."password",
+         "posthog_user"."last_login",
+         "posthog_user"."first_name",
+         "posthog_user"."last_name",
+         "posthog_user"."is_staff",
+         "posthog_user"."date_joined",
+         "posthog_user"."uuid",
+         "posthog_user"."current_organization_id",
+         "posthog_user"."current_team_id",
+         "posthog_user"."email",
+         "posthog_user"."pending_email",
+         "posthog_user"."temporary_token",
+         "posthog_user"."distinct_id",
+         "posthog_user"."is_email_verified",
+         "posthog_user"."requested_password_reset_at",
+         "posthog_user"."has_seen_product_intro_for",
+         "posthog_user"."strapi_id",
+         "posthog_user"."is_active",
+         "posthog_user"."theme_mode",
+         "posthog_user"."partial_notification_settings",
+         "posthog_user"."anonymize_data",
+         "posthog_user"."toolbar_mode",
+         "posthog_user"."hedgehog_config",
+         "posthog_user"."events_column_config",
+         "posthog_user"."email_opt_in",
+         "posthog_datawarehousecredential"."created_by_id",
+         "posthog_datawarehousecredential"."created_at",
+         "posthog_datawarehousecredential"."id",
+         "posthog_datawarehousecredential"."access_key",
+         "posthog_datawarehousecredential"."access_secret",
+         "posthog_datawarehousecredential"."team_id",
+         "posthog_externaldatasource"."created_by_id",
+         "posthog_externaldatasource"."created_at",
+         "posthog_externaldatasource"."updated_at",
+         "posthog_externaldatasource"."deleted",
+         "posthog_externaldatasource"."deleted_at",
+         "posthog_externaldatasource"."id",
+         "posthog_externaldatasource"."source_id",
+         "posthog_externaldatasource"."connection_id",
+         "posthog_externaldatasource"."destination_id",
+         "posthog_externaldatasource"."team_id",
+         "posthog_externaldatasource"."sync_frequency",
+         "posthog_externaldatasource"."status",
+         "posthog_externaldatasource"."source_type",
+         "posthog_externaldatasource"."job_inputs",
+         "posthog_externaldatasource"."are_tables_created",
+         "posthog_externaldatasource"."prefix"
+  FROM "posthog_datawarehousetable"
+  LEFT OUTER JOIN "posthog_user" ON ("posthog_datawarehousetable"."created_by_id" = "posthog_user"."id")
+  LEFT OUTER JOIN "posthog_datawarehousecredential" ON ("posthog_datawarehousetable"."credential_id" = "posthog_datawarehousecredential"."id")
+  LEFT OUTER JOIN "posthog_externaldatasource" ON ("posthog_datawarehousetable"."external_data_source_id" = "posthog_externaldatasource"."id")
+  WHERE ("posthog_datawarehousetable"."team_id" = 2
+         AND NOT ("posthog_datawarehousetable"."deleted"
+                  AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.21
+  '''
+  SELECT "posthog_datawarehousejoin"."created_by_id",
+         "posthog_datawarehousejoin"."created_at",
+         "posthog_datawarehousejoin"."deleted",
+         "posthog_datawarehousejoin"."deleted_at",
+         "posthog_datawarehousejoin"."id",
+         "posthog_datawarehousejoin"."team_id",
+         "posthog_datawarehousejoin"."source_table_name",
+         "posthog_datawarehousejoin"."source_table_key",
+         "posthog_datawarehousejoin"."joining_table_name",
+         "posthog_datawarehousejoin"."joining_table_key",
+         "posthog_datawarehousejoin"."field_name"
+  FROM "posthog_datawarehousejoin"
+  WHERE ("posthog_datawarehousejoin"."team_id" = 2
+         AND NOT ("posthog_datawarehousejoin"."deleted"
+                  AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.22
+  '''
+  SELECT "posthog_grouptypemapping"."id",
+         "posthog_grouptypemapping"."team_id",
+         "posthog_grouptypemapping"."group_type",
+         "posthog_grouptypemapping"."group_type_index",
+         "posthog_grouptypemapping"."name_singular",
+         "posthog_grouptypemapping"."name_plural"
+  FROM "posthog_grouptypemapping"
+  WHERE "posthog_grouptypemapping"."team_id" = 2
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.23
+  '''
+  SELECT "posthog_datawarehousesavedquery"."created_by_id",
+         "posthog_datawarehousesavedquery"."created_at",
+         "posthog_datawarehousesavedquery"."deleted",
+         "posthog_datawarehousesavedquery"."deleted_at",
+         "posthog_datawarehousesavedquery"."id",
+         "posthog_datawarehousesavedquery"."name",
+         "posthog_datawarehousesavedquery"."team_id",
+         "posthog_datawarehousesavedquery"."columns",
+         "posthog_datawarehousesavedquery"."external_tables",
+         "posthog_datawarehousesavedquery"."query",
+         "posthog_datawarehousesavedquery"."status",
+         "posthog_datawarehousesavedquery"."last_run_at",
+         "posthog_datawarehousesavedquery"."table_id"
+  FROM "posthog_datawarehousesavedquery"
+  WHERE ("posthog_datawarehousesavedquery"."team_id" = 2
+         AND NOT ("posthog_datawarehousesavedquery"."deleted"
+                  AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.24
+  '''
+  SELECT "posthog_datawarehousetable"."created_by_id",
+         "posthog_datawarehousetable"."created_at",
+         "posthog_datawarehousetable"."updated_at",
+         "posthog_datawarehousetable"."deleted",
+         "posthog_datawarehousetable"."deleted_at",
+         "posthog_datawarehousetable"."id",
+         "posthog_datawarehousetable"."name",
+         "posthog_datawarehousetable"."format",
+         "posthog_datawarehousetable"."team_id",
+         "posthog_datawarehousetable"."url_pattern",
+         "posthog_datawarehousetable"."credential_id",
+         "posthog_datawarehousetable"."external_data_source_id",
+         "posthog_datawarehousetable"."columns",
+         "posthog_datawarehousetable"."row_count",
+         "posthog_user"."id",
+         "posthog_user"."password",
+         "posthog_user"."last_login",
+         "posthog_user"."first_name",
+         "posthog_user"."last_name",
+         "posthog_user"."is_staff",
+         "posthog_user"."date_joined",
+         "posthog_user"."uuid",
+         "posthog_user"."current_organization_id",
+         "posthog_user"."current_team_id",
+         "posthog_user"."email",
+         "posthog_user"."pending_email",
+         "posthog_user"."temporary_token",
+         "posthog_user"."distinct_id",
+         "posthog_user"."is_email_verified",
+         "posthog_user"."requested_password_reset_at",
+         "posthog_user"."has_seen_product_intro_for",
+         "posthog_user"."strapi_id",
+         "posthog_user"."is_active",
+         "posthog_user"."theme_mode",
+         "posthog_user"."partial_notification_settings",
+         "posthog_user"."anonymize_data",
+         "posthog_user"."toolbar_mode",
+         "posthog_user"."hedgehog_config",
+         "posthog_user"."events_column_config",
+         "posthog_user"."email_opt_in",
+         "posthog_datawarehousecredential"."created_by_id",
+         "posthog_datawarehousecredential"."created_at",
+         "posthog_datawarehousecredential"."id",
+         "posthog_datawarehousecredential"."access_key",
+         "posthog_datawarehousecredential"."access_secret",
+         "posthog_datawarehousecredential"."team_id",
+         "posthog_externaldatasource"."created_by_id",
+         "posthog_externaldatasource"."created_at",
+         "posthog_externaldatasource"."updated_at",
+         "posthog_externaldatasource"."deleted",
+         "posthog_externaldatasource"."deleted_at",
+         "posthog_externaldatasource"."id",
+         "posthog_externaldatasource"."source_id",
+         "posthog_externaldatasource"."connection_id",
+         "posthog_externaldatasource"."destination_id",
+         "posthog_externaldatasource"."team_id",
+         "posthog_externaldatasource"."sync_frequency",
+         "posthog_externaldatasource"."status",
+         "posthog_externaldatasource"."source_type",
+         "posthog_externaldatasource"."job_inputs",
+         "posthog_externaldatasource"."are_tables_created",
+         "posthog_externaldatasource"."prefix"
+  FROM "posthog_datawarehousetable"
+  LEFT OUTER JOIN "posthog_user" ON ("posthog_datawarehousetable"."created_by_id" = "posthog_user"."id")
+  LEFT OUTER JOIN "posthog_datawarehousecredential" ON ("posthog_datawarehousetable"."credential_id" = "posthog_datawarehousecredential"."id")
+  LEFT OUTER JOIN "posthog_externaldatasource" ON ("posthog_datawarehousetable"."external_data_source_id" = "posthog_externaldatasource"."id")
+  WHERE ("posthog_datawarehousetable"."team_id" = 2
+         AND NOT ("posthog_datawarehousetable"."deleted"
+                  AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.25
+  '''
+  SELECT "posthog_datawarehousejoin"."created_by_id",
+         "posthog_datawarehousejoin"."created_at",
+         "posthog_datawarehousejoin"."deleted",
+         "posthog_datawarehousejoin"."deleted_at",
+         "posthog_datawarehousejoin"."id",
+         "posthog_datawarehousejoin"."team_id",
+         "posthog_datawarehousejoin"."source_table_name",
+         "posthog_datawarehousejoin"."source_table_key",
+         "posthog_datawarehousejoin"."joining_table_name",
+         "posthog_datawarehousejoin"."joining_table_key",
+         "posthog_datawarehousejoin"."field_name"
+  FROM "posthog_datawarehousejoin"
+  WHERE ("posthog_datawarehousejoin"."team_id" = 2
+         AND NOT ("posthog_datawarehousejoin"."deleted"
+                  AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.26
+  '''
+  SELECT "posthog_sessionrecording"."id",
+         "posthog_sessionrecording"."session_id",
+         "posthog_sessionrecording"."team_id",
+         "posthog_sessionrecording"."created_at",
+         "posthog_sessionrecording"."deleted",
+         "posthog_sessionrecording"."object_storage_path",
+         "posthog_sessionrecording"."distinct_id",
+         "posthog_sessionrecording"."duration",
+         "posthog_sessionrecording"."active_seconds",
+         "posthog_sessionrecording"."inactive_seconds",
+         "posthog_sessionrecording"."start_time",
+         "posthog_sessionrecording"."end_time",
+         "posthog_sessionrecording"."click_count",
+         "posthog_sessionrecording"."keypress_count",
+         "posthog_sessionrecording"."mouse_activity_count",
+         "posthog_sessionrecording"."console_log_count",
+         "posthog_sessionrecording"."console_warn_count",
+         "posthog_sessionrecording"."console_error_count",
+         "posthog_sessionrecording"."start_url",
+         "posthog_sessionrecording"."storage_version"
+  FROM "posthog_sessionrecording"
+  WHERE ("posthog_sessionrecording"."session_id" IN ('1')
+         AND "posthog_sessionrecording"."team_id" = 2)
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.27
+  '''
+  SELECT "posthog_sessionrecordingviewed"."session_id"
+  FROM "posthog_sessionrecordingviewed"
+  WHERE ("posthog_sessionrecordingviewed"."team_id" = 2
+         AND "posthog_sessionrecordingviewed"."user_id" = 2)
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.28
   '''
   SELECT "posthog_persondistinctid"."id",
          "posthog_persondistinctid"."team_id",
@@ -5183,7 +5082,7 @@
          AND "posthog_persondistinctid"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.31
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.29
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -5249,7 +5148,19 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.32
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.3
+  '''
+  SELECT "posthog_grouptypemapping"."id",
+         "posthog_grouptypemapping"."team_id",
+         "posthog_grouptypemapping"."group_type",
+         "posthog_grouptypemapping"."group_type_index",
+         "posthog_grouptypemapping"."name_singular",
+         "posthog_grouptypemapping"."name_plural"
+  FROM "posthog_grouptypemapping"
+  WHERE "posthog_grouptypemapping"."team_id" = 2
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.30
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -5268,7 +5179,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.33
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.31
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -5287,7 +5198,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.34
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.32
   '''
   SELECT "posthog_user"."id",
          "posthog_user"."password",
@@ -5319,7 +5230,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.35
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.33
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -5378,7 +5289,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.36
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.34
   '''
   SELECT "posthog_organizationmembership"."id",
          "posthog_organizationmembership"."organization_id",
@@ -5410,33 +5321,7 @@
   WHERE "posthog_organizationmembership"."user_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.37
-  '''
-  SELECT "posthog_organization"."id",
-         "posthog_organization"."name",
-         "posthog_organization"."slug",
-         "posthog_organization"."logo_media_id",
-         "posthog_organization"."created_at",
-         "posthog_organization"."updated_at",
-         "posthog_organization"."plugins_access_level",
-         "posthog_organization"."for_internal_metrics",
-         "posthog_organization"."is_member_join_email_enabled",
-         "posthog_organization"."enforce_2fa",
-         "posthog_organization"."is_hipaa",
-         "posthog_organization"."customer_id",
-         "posthog_organization"."available_product_features",
-         "posthog_organization"."usage",
-         "posthog_organization"."never_drop_data",
-         "posthog_organization"."customer_trust_scores",
-         "posthog_organization"."setup_section_2_completed",
-         "posthog_organization"."personalization",
-         "posthog_organization"."domain_whitelist"
-  FROM "posthog_organization"
-  WHERE "posthog_organization"."id" = '00000000-0000-0000-0000-000000000000'::uuid
-  LIMIT 21
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.38
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.35
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -5448,7 +5333,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.39
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.36
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -5469,19 +5354,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.4
-  '''
-  SELECT "posthog_grouptypemapping"."id",
-         "posthog_grouptypemapping"."team_id",
-         "posthog_grouptypemapping"."group_type",
-         "posthog_grouptypemapping"."group_type_index",
-         "posthog_grouptypemapping"."name_singular",
-         "posthog_grouptypemapping"."name_plural"
-  FROM "posthog_grouptypemapping"
-  WHERE "posthog_grouptypemapping"."team_id" = 2
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.40
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.37
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -5554,7 +5427,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.41
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.38
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -5573,7 +5446,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.42
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.39
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -5585,7 +5458,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.43
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.4
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -5606,7 +5479,28 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.44
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.40
+  '''
+  SELECT "posthog_datawarehousesavedquery"."created_by_id",
+         "posthog_datawarehousesavedquery"."created_at",
+         "posthog_datawarehousesavedquery"."deleted",
+         "posthog_datawarehousesavedquery"."deleted_at",
+         "posthog_datawarehousesavedquery"."id",
+         "posthog_datawarehousesavedquery"."name",
+         "posthog_datawarehousesavedquery"."team_id",
+         "posthog_datawarehousesavedquery"."columns",
+         "posthog_datawarehousesavedquery"."external_tables",
+         "posthog_datawarehousesavedquery"."query",
+         "posthog_datawarehousesavedquery"."status",
+         "posthog_datawarehousesavedquery"."last_run_at",
+         "posthog_datawarehousesavedquery"."table_id"
+  FROM "posthog_datawarehousesavedquery"
+  WHERE ("posthog_datawarehousesavedquery"."team_id" = 2
+         AND NOT ("posthog_datawarehousesavedquery"."deleted"
+                  AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.41
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -5679,7 +5573,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.45
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.42
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -5698,7 +5592,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.46
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.43
   '''
   SELECT "posthog_sessionrecording"."id",
          "posthog_sessionrecording"."session_id",
@@ -5726,7 +5620,7 @@
          AND "posthog_sessionrecording"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.47
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.44
   '''
   SELECT "posthog_sessionrecordingviewed"."session_id"
   FROM "posthog_sessionrecordingviewed"
@@ -5734,7 +5628,7 @@
          AND "posthog_sessionrecordingviewed"."user_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.48
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.45
   '''
   SELECT "posthog_persondistinctid"."id",
          "posthog_persondistinctid"."team_id",
@@ -5758,7 +5652,7 @@
          AND "posthog_persondistinctid"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.49
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.46
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -5824,28 +5718,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.5
-  '''
-  SELECT "posthog_datawarehousesavedquery"."created_by_id",
-         "posthog_datawarehousesavedquery"."created_at",
-         "posthog_datawarehousesavedquery"."deleted",
-         "posthog_datawarehousesavedquery"."deleted_at",
-         "posthog_datawarehousesavedquery"."id",
-         "posthog_datawarehousesavedquery"."name",
-         "posthog_datawarehousesavedquery"."team_id",
-         "posthog_datawarehousesavedquery"."columns",
-         "posthog_datawarehousesavedquery"."external_tables",
-         "posthog_datawarehousesavedquery"."query",
-         "posthog_datawarehousesavedquery"."status",
-         "posthog_datawarehousesavedquery"."last_run_at",
-         "posthog_datawarehousesavedquery"."table_id"
-  FROM "posthog_datawarehousesavedquery"
-  WHERE ("posthog_datawarehousesavedquery"."team_id" = 2
-         AND NOT ("posthog_datawarehousesavedquery"."deleted"
-                  AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.50
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.47
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -5864,7 +5737,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.51
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.48
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -5883,7 +5756,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.52
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.49
   '''
   SELECT "posthog_user"."id",
          "posthog_user"."password",
@@ -5915,7 +5788,80 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.53
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.5
+  '''
+  SELECT "posthog_datawarehousetable"."created_by_id",
+         "posthog_datawarehousetable"."created_at",
+         "posthog_datawarehousetable"."updated_at",
+         "posthog_datawarehousetable"."deleted",
+         "posthog_datawarehousetable"."deleted_at",
+         "posthog_datawarehousetable"."id",
+         "posthog_datawarehousetable"."name",
+         "posthog_datawarehousetable"."format",
+         "posthog_datawarehousetable"."team_id",
+         "posthog_datawarehousetable"."url_pattern",
+         "posthog_datawarehousetable"."credential_id",
+         "posthog_datawarehousetable"."external_data_source_id",
+         "posthog_datawarehousetable"."columns",
+         "posthog_datawarehousetable"."row_count",
+         "posthog_user"."id",
+         "posthog_user"."password",
+         "posthog_user"."last_login",
+         "posthog_user"."first_name",
+         "posthog_user"."last_name",
+         "posthog_user"."is_staff",
+         "posthog_user"."date_joined",
+         "posthog_user"."uuid",
+         "posthog_user"."current_organization_id",
+         "posthog_user"."current_team_id",
+         "posthog_user"."email",
+         "posthog_user"."pending_email",
+         "posthog_user"."temporary_token",
+         "posthog_user"."distinct_id",
+         "posthog_user"."is_email_verified",
+         "posthog_user"."requested_password_reset_at",
+         "posthog_user"."has_seen_product_intro_for",
+         "posthog_user"."strapi_id",
+         "posthog_user"."is_active",
+         "posthog_user"."theme_mode",
+         "posthog_user"."partial_notification_settings",
+         "posthog_user"."anonymize_data",
+         "posthog_user"."toolbar_mode",
+         "posthog_user"."hedgehog_config",
+         "posthog_user"."events_column_config",
+         "posthog_user"."email_opt_in",
+         "posthog_datawarehousecredential"."created_by_id",
+         "posthog_datawarehousecredential"."created_at",
+         "posthog_datawarehousecredential"."id",
+         "posthog_datawarehousecredential"."access_key",
+         "posthog_datawarehousecredential"."access_secret",
+         "posthog_datawarehousecredential"."team_id",
+         "posthog_externaldatasource"."created_by_id",
+         "posthog_externaldatasource"."created_at",
+         "posthog_externaldatasource"."updated_at",
+         "posthog_externaldatasource"."deleted",
+         "posthog_externaldatasource"."deleted_at",
+         "posthog_externaldatasource"."id",
+         "posthog_externaldatasource"."source_id",
+         "posthog_externaldatasource"."connection_id",
+         "posthog_externaldatasource"."destination_id",
+         "posthog_externaldatasource"."team_id",
+         "posthog_externaldatasource"."sync_frequency",
+         "posthog_externaldatasource"."status",
+         "posthog_externaldatasource"."source_type",
+         "posthog_externaldatasource"."job_inputs",
+         "posthog_externaldatasource"."are_tables_created",
+         "posthog_externaldatasource"."prefix"
+  FROM "posthog_datawarehousetable"
+  LEFT OUTER JOIN "posthog_user" ON ("posthog_datawarehousetable"."created_by_id" = "posthog_user"."id")
+  LEFT OUTER JOIN "posthog_datawarehousecredential" ON ("posthog_datawarehousetable"."credential_id" = "posthog_datawarehousecredential"."id")
+  LEFT OUTER JOIN "posthog_externaldatasource" ON ("posthog_datawarehousetable"."external_data_source_id" = "posthog_externaldatasource"."id")
+  WHERE ("posthog_datawarehousetable"."team_id" = 2
+         AND NOT ("posthog_datawarehousetable"."deleted"
+                  AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.50
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -5974,7 +5920,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.54
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.51
   '''
   SELECT "posthog_organizationmembership"."id",
          "posthog_organizationmembership"."organization_id",
@@ -6006,158 +5952,40 @@
   WHERE "posthog_organizationmembership"."user_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.55
-  '''
-  SELECT "posthog_organization"."id",
-         "posthog_organization"."name",
-         "posthog_organization"."slug",
-         "posthog_organization"."logo_media_id",
-         "posthog_organization"."created_at",
-         "posthog_organization"."updated_at",
-         "posthog_organization"."plugins_access_level",
-         "posthog_organization"."for_internal_metrics",
-         "posthog_organization"."is_member_join_email_enabled",
-         "posthog_organization"."enforce_2fa",
-         "posthog_organization"."is_hipaa",
-         "posthog_organization"."customer_id",
-         "posthog_organization"."available_product_features",
-         "posthog_organization"."usage",
-         "posthog_organization"."never_drop_data",
-         "posthog_organization"."customer_trust_scores",
-         "posthog_organization"."setup_section_2_completed",
-         "posthog_organization"."personalization",
-         "posthog_organization"."domain_whitelist"
-  FROM "posthog_organization"
-  WHERE "posthog_organization"."id" = '00000000-0000-0000-0000-000000000000'::uuid
-  LIMIT 21
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.56
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.52
   '''
   SELECT "posthog_grouptypemapping"."id",
-         "posthog_grouptypemapping"."team_id",
-         "posthog_grouptypemapping"."group_type",
-         "posthog_grouptypemapping"."group_type_index",
-         "posthog_grouptypemapping"."name_singular",
-         "posthog_grouptypemapping"."name_plural"
-  FROM "posthog_grouptypemapping"
-  WHERE "posthog_grouptypemapping"."team_id" = 2
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.57
-  '''
-  SELECT "posthog_datawarehousesavedquery"."created_by_id",
-         "posthog_datawarehousesavedquery"."created_at",
-         "posthog_datawarehousesavedquery"."deleted",
-         "posthog_datawarehousesavedquery"."deleted_at",
-         "posthog_datawarehousesavedquery"."id",
-         "posthog_datawarehousesavedquery"."name",
-         "posthog_datawarehousesavedquery"."team_id",
-         "posthog_datawarehousesavedquery"."columns",
-         "posthog_datawarehousesavedquery"."external_tables",
-         "posthog_datawarehousesavedquery"."query",
-         "posthog_datawarehousesavedquery"."status",
-         "posthog_datawarehousesavedquery"."last_run_at",
-         "posthog_datawarehousesavedquery"."table_id"
-  FROM "posthog_datawarehousesavedquery"
-  WHERE ("posthog_datawarehousesavedquery"."team_id" = 2
-         AND NOT ("posthog_datawarehousesavedquery"."deleted"
-                  AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.58
-  '''
-  SELECT "posthog_datawarehousetable"."created_by_id",
-         "posthog_datawarehousetable"."created_at",
-         "posthog_datawarehousetable"."updated_at",
-         "posthog_datawarehousetable"."deleted",
-         "posthog_datawarehousetable"."deleted_at",
-         "posthog_datawarehousetable"."id",
-         "posthog_datawarehousetable"."name",
-         "posthog_datawarehousetable"."format",
-         "posthog_datawarehousetable"."team_id",
-         "posthog_datawarehousetable"."url_pattern",
-         "posthog_datawarehousetable"."credential_id",
-         "posthog_datawarehousetable"."external_data_source_id",
-         "posthog_datawarehousetable"."columns",
-         "posthog_datawarehousetable"."row_count",
-         "posthog_user"."id",
-         "posthog_user"."password",
-         "posthog_user"."last_login",
-         "posthog_user"."first_name",
-         "posthog_user"."last_name",
-         "posthog_user"."is_staff",
-         "posthog_user"."date_joined",
-         "posthog_user"."uuid",
-         "posthog_user"."current_organization_id",
-         "posthog_user"."current_team_id",
-         "posthog_user"."email",
-         "posthog_user"."pending_email",
-         "posthog_user"."temporary_token",
-         "posthog_user"."distinct_id",
-         "posthog_user"."is_email_verified",
-         "posthog_user"."requested_password_reset_at",
-         "posthog_user"."has_seen_product_intro_for",
-         "posthog_user"."strapi_id",
-         "posthog_user"."is_active",
-         "posthog_user"."theme_mode",
-         "posthog_user"."partial_notification_settings",
-         "posthog_user"."anonymize_data",
-         "posthog_user"."toolbar_mode",
-         "posthog_user"."hedgehog_config",
-         "posthog_user"."events_column_config",
-         "posthog_user"."email_opt_in",
-         "posthog_datawarehousecredential"."created_by_id",
-         "posthog_datawarehousecredential"."created_at",
-         "posthog_datawarehousecredential"."id",
-         "posthog_datawarehousecredential"."access_key",
-         "posthog_datawarehousecredential"."access_secret",
-         "posthog_datawarehousecredential"."team_id",
-         "posthog_externaldatasource"."created_by_id",
-         "posthog_externaldatasource"."created_at",
-         "posthog_externaldatasource"."updated_at",
-         "posthog_externaldatasource"."deleted",
-         "posthog_externaldatasource"."deleted_at",
-         "posthog_externaldatasource"."id",
-         "posthog_externaldatasource"."source_id",
-         "posthog_externaldatasource"."connection_id",
-         "posthog_externaldatasource"."destination_id",
-         "posthog_externaldatasource"."team_id",
-         "posthog_externaldatasource"."sync_frequency",
-         "posthog_externaldatasource"."status",
-         "posthog_externaldatasource"."source_type",
-         "posthog_externaldatasource"."job_inputs",
-         "posthog_externaldatasource"."are_tables_created",
-         "posthog_externaldatasource"."prefix"
-  FROM "posthog_datawarehousetable"
-  LEFT OUTER JOIN "posthog_user" ON ("posthog_datawarehousetable"."created_by_id" = "posthog_user"."id")
-  LEFT OUTER JOIN "posthog_datawarehousecredential" ON ("posthog_datawarehousetable"."credential_id" = "posthog_datawarehousecredential"."id")
-  LEFT OUTER JOIN "posthog_externaldatasource" ON ("posthog_datawarehousetable"."external_data_source_id" = "posthog_externaldatasource"."id")
-  WHERE ("posthog_datawarehousetable"."team_id" = 2
-         AND NOT ("posthog_datawarehousetable"."deleted"
-                  AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.59
-  '''
-  SELECT "posthog_datawarehousejoin"."created_by_id",
-         "posthog_datawarehousejoin"."created_at",
-         "posthog_datawarehousejoin"."deleted",
-         "posthog_datawarehousejoin"."deleted_at",
-         "posthog_datawarehousejoin"."id",
-         "posthog_datawarehousejoin"."team_id",
-         "posthog_datawarehousejoin"."source_table_name",
-         "posthog_datawarehousejoin"."source_table_key",
-         "posthog_datawarehousejoin"."joining_table_name",
-         "posthog_datawarehousejoin"."joining_table_key",
-         "posthog_datawarehousejoin"."field_name"
-  FROM "posthog_datawarehousejoin"
-  WHERE ("posthog_datawarehousejoin"."team_id" = 2
-         AND NOT ("posthog_datawarehousejoin"."deleted"
-                  AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
+         "posthog_grouptypemapping"."team_id",
+         "posthog_grouptypemapping"."group_type",
+         "posthog_grouptypemapping"."group_type_index",
+         "posthog_grouptypemapping"."name_singular",
+         "posthog_grouptypemapping"."name_plural"
+  FROM "posthog_grouptypemapping"
+  WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.6
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.53
+  '''
+  SELECT "posthog_datawarehousesavedquery"."created_by_id",
+         "posthog_datawarehousesavedquery"."created_at",
+         "posthog_datawarehousesavedquery"."deleted",
+         "posthog_datawarehousesavedquery"."deleted_at",
+         "posthog_datawarehousesavedquery"."id",
+         "posthog_datawarehousesavedquery"."name",
+         "posthog_datawarehousesavedquery"."team_id",
+         "posthog_datawarehousesavedquery"."columns",
+         "posthog_datawarehousesavedquery"."external_tables",
+         "posthog_datawarehousesavedquery"."query",
+         "posthog_datawarehousesavedquery"."status",
+         "posthog_datawarehousesavedquery"."last_run_at",
+         "posthog_datawarehousesavedquery"."table_id"
+  FROM "posthog_datawarehousesavedquery"
+  WHERE ("posthog_datawarehousesavedquery"."team_id" = 2
+         AND NOT ("posthog_datawarehousesavedquery"."deleted"
+                  AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.54
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -6230,7 +6058,26 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.60
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.55
+  '''
+  SELECT "posthog_datawarehousejoin"."created_by_id",
+         "posthog_datawarehousejoin"."created_at",
+         "posthog_datawarehousejoin"."deleted",
+         "posthog_datawarehousejoin"."deleted_at",
+         "posthog_datawarehousejoin"."id",
+         "posthog_datawarehousejoin"."team_id",
+         "posthog_datawarehousejoin"."source_table_name",
+         "posthog_datawarehousejoin"."source_table_key",
+         "posthog_datawarehousejoin"."joining_table_name",
+         "posthog_datawarehousejoin"."joining_table_key",
+         "posthog_datawarehousejoin"."field_name"
+  FROM "posthog_datawarehousejoin"
+  WHERE ("posthog_datawarehousejoin"."team_id" = 2
+         AND NOT ("posthog_datawarehousejoin"."deleted"
+                  AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.56
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -6242,7 +6089,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.61
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.57
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -6263,7 +6110,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.62
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.58
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -6336,7 +6183,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.63
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.59
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -6355,7 +6202,26 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.64
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.6
+  '''
+  SELECT "posthog_datawarehousejoin"."created_by_id",
+         "posthog_datawarehousejoin"."created_at",
+         "posthog_datawarehousejoin"."deleted",
+         "posthog_datawarehousejoin"."deleted_at",
+         "posthog_datawarehousejoin"."id",
+         "posthog_datawarehousejoin"."team_id",
+         "posthog_datawarehousejoin"."source_table_name",
+         "posthog_datawarehousejoin"."source_table_key",
+         "posthog_datawarehousejoin"."joining_table_name",
+         "posthog_datawarehousejoin"."joining_table_key",
+         "posthog_datawarehousejoin"."field_name"
+  FROM "posthog_datawarehousejoin"
+  WHERE ("posthog_datawarehousejoin"."team_id" = 2
+         AND NOT ("posthog_datawarehousejoin"."deleted"
+                  AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.60
   '''
   SELECT "posthog_sessionrecording"."id",
          "posthog_sessionrecording"."session_id",
@@ -6384,7 +6250,7 @@
          AND "posthog_sessionrecording"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.65
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.61
   '''
   SELECT "posthog_sessionrecordingviewed"."session_id"
   FROM "posthog_sessionrecordingviewed"
@@ -6392,7 +6258,7 @@
          AND "posthog_sessionrecordingviewed"."user_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.66
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.62
   '''
   SELECT "posthog_persondistinctid"."id",
          "posthog_persondistinctid"."team_id",
@@ -6417,7 +6283,7 @@
          AND "posthog_persondistinctid"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.67
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.63
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -6483,7 +6349,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.68
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.64
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -6502,7 +6368,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.69
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.65
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -6521,26 +6387,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.7
-  '''
-  SELECT "posthog_datawarehousejoin"."created_by_id",
-         "posthog_datawarehousejoin"."created_at",
-         "posthog_datawarehousejoin"."deleted",
-         "posthog_datawarehousejoin"."deleted_at",
-         "posthog_datawarehousejoin"."id",
-         "posthog_datawarehousejoin"."team_id",
-         "posthog_datawarehousejoin"."source_table_name",
-         "posthog_datawarehousejoin"."source_table_key",
-         "posthog_datawarehousejoin"."joining_table_name",
-         "posthog_datawarehousejoin"."joining_table_key",
-         "posthog_datawarehousejoin"."field_name"
-  FROM "posthog_datawarehousejoin"
-  WHERE ("posthog_datawarehousejoin"."team_id" = 2
-         AND NOT ("posthog_datawarehousejoin"."deleted"
-                  AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.70
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.66
   '''
   SELECT "posthog_user"."id",
          "posthog_user"."password",
@@ -6572,7 +6419,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.71
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.67
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -6631,7 +6478,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.72
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.68
   '''
   SELECT "posthog_organizationmembership"."id",
          "posthog_organizationmembership"."organization_id",
@@ -6663,33 +6510,19 @@
   WHERE "posthog_organizationmembership"."user_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.73
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.69
   '''
-  SELECT "posthog_organization"."id",
-         "posthog_organization"."name",
-         "posthog_organization"."slug",
-         "posthog_organization"."logo_media_id",
-         "posthog_organization"."created_at",
-         "posthog_organization"."updated_at",
-         "posthog_organization"."plugins_access_level",
-         "posthog_organization"."for_internal_metrics",
-         "posthog_organization"."is_member_join_email_enabled",
-         "posthog_organization"."enforce_2fa",
-         "posthog_organization"."is_hipaa",
-         "posthog_organization"."customer_id",
-         "posthog_organization"."available_product_features",
-         "posthog_organization"."usage",
-         "posthog_organization"."never_drop_data",
-         "posthog_organization"."customer_trust_scores",
-         "posthog_organization"."setup_section_2_completed",
-         "posthog_organization"."personalization",
-         "posthog_organization"."domain_whitelist"
-  FROM "posthog_organization"
-  WHERE "posthog_organization"."id" = '00000000-0000-0000-0000-000000000000'::uuid
-  LIMIT 21
+  SELECT "posthog_grouptypemapping"."id",
+         "posthog_grouptypemapping"."team_id",
+         "posthog_grouptypemapping"."group_type",
+         "posthog_grouptypemapping"."group_type_index",
+         "posthog_grouptypemapping"."name_singular",
+         "posthog_grouptypemapping"."name_plural"
+  FROM "posthog_grouptypemapping"
+  WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.74
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.7
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -6701,7 +6534,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.75
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.70
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -6722,7 +6555,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.76
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.71
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -6795,7 +6628,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.77
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.72
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -6814,7 +6647,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.78
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.73
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -6826,7 +6659,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.79
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.74
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -6847,19 +6680,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.8
-  '''
-  SELECT "posthog_grouptypemapping"."id",
-         "posthog_grouptypemapping"."team_id",
-         "posthog_grouptypemapping"."group_type",
-         "posthog_grouptypemapping"."group_type_index",
-         "posthog_grouptypemapping"."name_singular",
-         "posthog_grouptypemapping"."name_plural"
-  FROM "posthog_grouptypemapping"
-  WHERE "posthog_grouptypemapping"."team_id" = 2
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.80
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.75
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -6932,7 +6753,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.81
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.76
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -6951,7 +6772,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.82
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.77
   '''
   SELECT "posthog_sessionrecording"."id",
          "posthog_sessionrecording"."session_id",
@@ -6981,7 +6802,7 @@
          AND "posthog_sessionrecording"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.83
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.78
   '''
   SELECT "posthog_sessionrecordingviewed"."session_id"
   FROM "posthog_sessionrecordingviewed"
@@ -6989,7 +6810,7 @@
          AND "posthog_sessionrecordingviewed"."user_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.84
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.79
   '''
   SELECT "posthog_persondistinctid"."id",
          "posthog_persondistinctid"."team_id",
@@ -7015,7 +6836,28 @@
          AND "posthog_persondistinctid"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.85
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.8
+  '''
+  SELECT "posthog_datawarehousesavedquery"."created_by_id",
+         "posthog_datawarehousesavedquery"."created_at",
+         "posthog_datawarehousesavedquery"."deleted",
+         "posthog_datawarehousesavedquery"."deleted_at",
+         "posthog_datawarehousesavedquery"."id",
+         "posthog_datawarehousesavedquery"."name",
+         "posthog_datawarehousesavedquery"."team_id",
+         "posthog_datawarehousesavedquery"."columns",
+         "posthog_datawarehousesavedquery"."external_tables",
+         "posthog_datawarehousesavedquery"."query",
+         "posthog_datawarehousesavedquery"."status",
+         "posthog_datawarehousesavedquery"."last_run_at",
+         "posthog_datawarehousesavedquery"."table_id"
+  FROM "posthog_datawarehousesavedquery"
+  WHERE ("posthog_datawarehousesavedquery"."team_id" = 2
+         AND NOT ("posthog_datawarehousesavedquery"."deleted"
+                  AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.80
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -7081,7 +6923,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.86
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.81
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -7100,7 +6942,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.87
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.82
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -7119,7 +6961,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.88
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.83
   '''
   SELECT "posthog_user"."id",
          "posthog_user"."password",
@@ -7151,7 +6993,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.89
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.84
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -7210,28 +7052,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.9
-  '''
-  SELECT "posthog_datawarehousesavedquery"."created_by_id",
-         "posthog_datawarehousesavedquery"."created_at",
-         "posthog_datawarehousesavedquery"."deleted",
-         "posthog_datawarehousesavedquery"."deleted_at",
-         "posthog_datawarehousesavedquery"."id",
-         "posthog_datawarehousesavedquery"."name",
-         "posthog_datawarehousesavedquery"."team_id",
-         "posthog_datawarehousesavedquery"."columns",
-         "posthog_datawarehousesavedquery"."external_tables",
-         "posthog_datawarehousesavedquery"."query",
-         "posthog_datawarehousesavedquery"."status",
-         "posthog_datawarehousesavedquery"."last_run_at",
-         "posthog_datawarehousesavedquery"."table_id"
-  FROM "posthog_datawarehousesavedquery"
-  WHERE ("posthog_datawarehousesavedquery"."team_id" = 2
-         AND NOT ("posthog_datawarehousesavedquery"."deleted"
-                  AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.90
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.85
   '''
   SELECT "posthog_organizationmembership"."id",
          "posthog_organizationmembership"."organization_id",
@@ -7263,33 +7084,7 @@
   WHERE "posthog_organizationmembership"."user_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.91
-  '''
-  SELECT "posthog_organization"."id",
-         "posthog_organization"."name",
-         "posthog_organization"."slug",
-         "posthog_organization"."logo_media_id",
-         "posthog_organization"."created_at",
-         "posthog_organization"."updated_at",
-         "posthog_organization"."plugins_access_level",
-         "posthog_organization"."for_internal_metrics",
-         "posthog_organization"."is_member_join_email_enabled",
-         "posthog_organization"."enforce_2fa",
-         "posthog_organization"."is_hipaa",
-         "posthog_organization"."customer_id",
-         "posthog_organization"."available_product_features",
-         "posthog_organization"."usage",
-         "posthog_organization"."never_drop_data",
-         "posthog_organization"."customer_trust_scores",
-         "posthog_organization"."setup_section_2_completed",
-         "posthog_organization"."personalization",
-         "posthog_organization"."domain_whitelist"
-  FROM "posthog_organization"
-  WHERE "posthog_organization"."id" = '00000000-0000-0000-0000-000000000000'::uuid
-  LIMIT 21
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.92
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.86
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -7301,7 +7096,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.93
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.87
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -7322,7 +7117,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.94
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.88
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -7395,7 +7190,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.95
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.89
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -7414,7 +7209,80 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.96
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.9
+  '''
+  SELECT "posthog_datawarehousetable"."created_by_id",
+         "posthog_datawarehousetable"."created_at",
+         "posthog_datawarehousetable"."updated_at",
+         "posthog_datawarehousetable"."deleted",
+         "posthog_datawarehousetable"."deleted_at",
+         "posthog_datawarehousetable"."id",
+         "posthog_datawarehousetable"."name",
+         "posthog_datawarehousetable"."format",
+         "posthog_datawarehousetable"."team_id",
+         "posthog_datawarehousetable"."url_pattern",
+         "posthog_datawarehousetable"."credential_id",
+         "posthog_datawarehousetable"."external_data_source_id",
+         "posthog_datawarehousetable"."columns",
+         "posthog_datawarehousetable"."row_count",
+         "posthog_user"."id",
+         "posthog_user"."password",
+         "posthog_user"."last_login",
+         "posthog_user"."first_name",
+         "posthog_user"."last_name",
+         "posthog_user"."is_staff",
+         "posthog_user"."date_joined",
+         "posthog_user"."uuid",
+         "posthog_user"."current_organization_id",
+         "posthog_user"."current_team_id",
+         "posthog_user"."email",
+         "posthog_user"."pending_email",
+         "posthog_user"."temporary_token",
+         "posthog_user"."distinct_id",
+         "posthog_user"."is_email_verified",
+         "posthog_user"."requested_password_reset_at",
+         "posthog_user"."has_seen_product_intro_for",
+         "posthog_user"."strapi_id",
+         "posthog_user"."is_active",
+         "posthog_user"."theme_mode",
+         "posthog_user"."partial_notification_settings",
+         "posthog_user"."anonymize_data",
+         "posthog_user"."toolbar_mode",
+         "posthog_user"."hedgehog_config",
+         "posthog_user"."events_column_config",
+         "posthog_user"."email_opt_in",
+         "posthog_datawarehousecredential"."created_by_id",
+         "posthog_datawarehousecredential"."created_at",
+         "posthog_datawarehousecredential"."id",
+         "posthog_datawarehousecredential"."access_key",
+         "posthog_datawarehousecredential"."access_secret",
+         "posthog_datawarehousecredential"."team_id",
+         "posthog_externaldatasource"."created_by_id",
+         "posthog_externaldatasource"."created_at",
+         "posthog_externaldatasource"."updated_at",
+         "posthog_externaldatasource"."deleted",
+         "posthog_externaldatasource"."deleted_at",
+         "posthog_externaldatasource"."id",
+         "posthog_externaldatasource"."source_id",
+         "posthog_externaldatasource"."connection_id",
+         "posthog_externaldatasource"."destination_id",
+         "posthog_externaldatasource"."team_id",
+         "posthog_externaldatasource"."sync_frequency",
+         "posthog_externaldatasource"."status",
+         "posthog_externaldatasource"."source_type",
+         "posthog_externaldatasource"."job_inputs",
+         "posthog_externaldatasource"."are_tables_created",
+         "posthog_externaldatasource"."prefix"
+  FROM "posthog_datawarehousetable"
+  LEFT OUTER JOIN "posthog_user" ON ("posthog_datawarehousetable"."created_by_id" = "posthog_user"."id")
+  LEFT OUTER JOIN "posthog_datawarehousecredential" ON ("posthog_datawarehousetable"."credential_id" = "posthog_datawarehousecredential"."id")
+  LEFT OUTER JOIN "posthog_externaldatasource" ON ("posthog_datawarehousetable"."external_data_source_id" = "posthog_externaldatasource"."id")
+  WHERE ("posthog_datawarehousetable"."team_id" = 2
+         AND NOT ("posthog_datawarehousetable"."deleted"
+                  AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.90
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -7426,7 +7294,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.97
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.91
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -7447,7 +7315,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.98
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.92
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -7520,7 +7388,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.99
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.93
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -7539,3 +7407,173 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.94
+  '''
+  SELECT "posthog_sessionrecording"."id",
+         "posthog_sessionrecording"."session_id",
+         "posthog_sessionrecording"."team_id",
+         "posthog_sessionrecording"."created_at",
+         "posthog_sessionrecording"."deleted",
+         "posthog_sessionrecording"."object_storage_path",
+         "posthog_sessionrecording"."distinct_id",
+         "posthog_sessionrecording"."duration",
+         "posthog_sessionrecording"."active_seconds",
+         "posthog_sessionrecording"."inactive_seconds",
+         "posthog_sessionrecording"."start_time",
+         "posthog_sessionrecording"."end_time",
+         "posthog_sessionrecording"."click_count",
+         "posthog_sessionrecording"."keypress_count",
+         "posthog_sessionrecording"."mouse_activity_count",
+         "posthog_sessionrecording"."console_log_count",
+         "posthog_sessionrecording"."console_warn_count",
+         "posthog_sessionrecording"."console_error_count",
+         "posthog_sessionrecording"."start_url",
+         "posthog_sessionrecording"."storage_version"
+  FROM "posthog_sessionrecording"
+  WHERE ("posthog_sessionrecording"."session_id" IN ('1',
+                                                     '2',
+                                                     '3',
+                                                     '4',
+                                                     '5')
+         AND "posthog_sessionrecording"."team_id" = 2)
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.95
+  '''
+  SELECT "posthog_sessionrecordingviewed"."session_id"
+  FROM "posthog_sessionrecordingviewed"
+  WHERE ("posthog_sessionrecordingviewed"."team_id" = 2
+         AND "posthog_sessionrecordingviewed"."user_id" = 2)
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.96
+  '''
+  SELECT "posthog_persondistinctid"."id",
+         "posthog_persondistinctid"."team_id",
+         "posthog_persondistinctid"."person_id",
+         "posthog_persondistinctid"."distinct_id",
+         "posthog_persondistinctid"."version",
+         "posthog_person"."id",
+         "posthog_person"."created_at",
+         "posthog_person"."properties_last_updated_at",
+         "posthog_person"."properties_last_operation",
+         "posthog_person"."team_id",
+         "posthog_person"."properties",
+         "posthog_person"."is_user_id",
+         "posthog_person"."is_identified",
+         "posthog_person"."uuid",
+         "posthog_person"."version"
+  FROM "posthog_persondistinctid"
+  INNER JOIN "posthog_person" ON ("posthog_persondistinctid"."person_id" = "posthog_person"."id")
+  WHERE ("posthog_persondistinctid"."distinct_id" IN ('user1',
+                                                      'user2',
+                                                      'user3',
+                                                      'user4',
+                                                      'user5')
+         AND "posthog_persondistinctid"."team_id" = 2)
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.97
+  '''
+  SELECT "posthog_team"."id",
+         "posthog_team"."uuid",
+         "posthog_team"."organization_id",
+         "posthog_team"."project_id",
+         "posthog_team"."api_token",
+         "posthog_team"."app_urls",
+         "posthog_team"."name",
+         "posthog_team"."slack_incoming_webhook",
+         "posthog_team"."created_at",
+         "posthog_team"."updated_at",
+         "posthog_team"."anonymize_ips",
+         "posthog_team"."completed_snippet_onboarding",
+         "posthog_team"."has_completed_onboarding_for",
+         "posthog_team"."ingested_event",
+         "posthog_team"."autocapture_opt_out",
+         "posthog_team"."autocapture_web_vitals_opt_in",
+         "posthog_team"."autocapture_web_vitals_allowed_metrics",
+         "posthog_team"."autocapture_exceptions_opt_in",
+         "posthog_team"."autocapture_exceptions_errors_to_ignore",
+         "posthog_team"."session_recording_opt_in",
+         "posthog_team"."session_recording_sample_rate",
+         "posthog_team"."session_recording_minimum_duration_milliseconds",
+         "posthog_team"."session_recording_linked_flag",
+         "posthog_team"."session_recording_network_payload_capture_config",
+         "posthog_team"."session_recording_url_trigger_config",
+         "posthog_team"."session_replay_config",
+         "posthog_team"."survey_config",
+         "posthog_team"."capture_console_log_opt_in",
+         "posthog_team"."capture_performance_opt_in",
+         "posthog_team"."surveys_opt_in",
+         "posthog_team"."heatmaps_opt_in",
+         "posthog_team"."session_recording_version",
+         "posthog_team"."signup_token",
+         "posthog_team"."is_demo",
+         "posthog_team"."access_control",
+         "posthog_team"."week_start_day",
+         "posthog_team"."inject_web_apps",
+         "posthog_team"."test_account_filters",
+         "posthog_team"."test_account_filters_default_checked",
+         "posthog_team"."path_cleaning_filters",
+         "posthog_team"."timezone",
+         "posthog_team"."data_attributes",
+         "posthog_team"."person_display_name_properties",
+         "posthog_team"."live_events_columns",
+         "posthog_team"."recording_domains",
+         "posthog_team"."primary_dashboard_id",
+         "posthog_team"."extra_settings",
+         "posthog_team"."modifiers",
+         "posthog_team"."correlation_config",
+         "posthog_team"."session_recording_retention_period_days",
+         "posthog_team"."plugins_opt_in",
+         "posthog_team"."opt_out_capture",
+         "posthog_team"."event_names",
+         "posthog_team"."event_names_with_usage",
+         "posthog_team"."event_properties",
+         "posthog_team"."event_properties_with_usage",
+         "posthog_team"."event_properties_numerical",
+         "posthog_team"."external_data_workspace_id",
+         "posthog_team"."external_data_workspace_last_synced_at"
+  FROM "posthog_team"
+  WHERE "posthog_team"."id" = 2
+  LIMIT 21
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.98
+  '''
+  SELECT "posthog_person"."id",
+         "posthog_person"."created_at",
+         "posthog_person"."properties_last_updated_at",
+         "posthog_person"."properties_last_operation",
+         "posthog_person"."team_id",
+         "posthog_person"."properties",
+         "posthog_person"."is_user_id",
+         "posthog_person"."is_identified",
+         "posthog_person"."uuid",
+         "posthog_person"."version"
+  FROM "posthog_person"
+  INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
+  WHERE ("posthog_persondistinctid"."distinct_id" = 'user6'
+         AND "posthog_persondistinctid"."team_id" = 2)
+  LIMIT 21
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.99
+  '''
+  SELECT "posthog_person"."id",
+         "posthog_person"."created_at",
+         "posthog_person"."properties_last_updated_at",
+         "posthog_person"."properties_last_operation",
+         "posthog_person"."team_id",
+         "posthog_person"."properties",
+         "posthog_person"."is_user_id",
+         "posthog_person"."is_identified",
+         "posthog_person"."uuid",
+         "posthog_person"."version"
+  FROM "posthog_person"
+  INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
+  WHERE ("posthog_persondistinctid"."distinct_id" = 'user6'
+         AND "posthog_persondistinctid"."team_id" = 2)
+  LIMIT 21
+  '''
+# ---

From ca5f7f3cc6c48e9732d2d4babfa0770846e491b9 Mon Sep 17 00:00:00 2001
From: PostHog Bot <69588470+posthog-bot@users.noreply.github.com>
Date: Tue, 22 Oct 2024 10:51:04 -0400
Subject: [PATCH 05/14] chore(deps): Update posthog-js to 1.174.3 (#25724)

Co-authored-by: posthog-bot <posthog-bot@users.noreply.github.com>
Co-authored-by: github-actions <41898282+github-actions[bot]@users.noreply.github.com>
---
 ...er--trends-line-insight-detailed--dark.png | Bin 21701 -> 21655 bytes
 ...r--trends-line-insight-detailed--light.png | Bin 21385 -> 21344 bytes
 package.json                                  |   2 +-
 pnpm-lock.yaml                                |  14 +++++++-------
 4 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/frontend/__snapshots__/exporter-exporter--trends-line-insight-detailed--dark.png b/frontend/__snapshots__/exporter-exporter--trends-line-insight-detailed--dark.png
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diff --git a/package.json b/package.json
index 2c589fb56a0ce..74abb2c946b27 100644
--- a/package.json
+++ b/package.json
@@ -153,7 +153,7 @@
         "pmtiles": "^2.11.0",
         "postcss": "^8.4.31",
         "postcss-preset-env": "^9.3.0",
-        "posthog-js": "1.174.2",
+        "posthog-js": "1.174.3",
         "posthog-js-lite": "3.0.0",
         "prettier": "^2.8.8",
         "prop-types": "^15.7.2",
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index cd099b2fb4230..ce985db7714ce 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -281,8 +281,8 @@ dependencies:
     specifier: ^9.3.0
     version: 9.3.0(postcss@8.4.31)
   posthog-js:
-    specifier: 1.174.2
-    version: 1.174.2
+    specifier: 1.174.3
+    version: 1.174.3
   posthog-js-lite:
     specifier: 3.0.0
     version: 3.0.0
@@ -17773,8 +17773,8 @@ packages:
     resolution: {integrity: sha512-dyajjnfzZD1tht4N7p7iwf7nBnR1MjVaVu+MKr+7gBgA39bn28wizCIJZztZPtHy4PY0YwtSGgwfBCuG/hnHgA==}
     dev: false
 
-  /posthog-js@1.174.2:
-    resolution: {integrity: sha512-UgS7eRcDVvVz2XSJ09NMX8zBcdpFnPayfiWDNF3xEbJTsIu1GipkkYNrVlsWlq8U1PIrviNm6i0Dyq8daaxssw==}
+  /posthog-js@1.174.3:
+    resolution: {integrity: sha512-fRLncd3jkT9Y7gLiyQe8v8sJ9yuTIiQBBWcYQ8l+vv+m504LWFtxl+/JZtHXPhaG3Eyf7AzZ/Kafkw8jorWV9w==}
     dependencies:
       core-js: 3.38.1
       fflate: 0.4.8
@@ -18380,7 +18380,7 @@ packages:
       react: '>=15'
     dependencies:
       react: 18.2.0
-      unlayer-types: 1.111.0
+      unlayer-types: 1.139.0
     dev: false
 
   /react-error-boundary@3.1.4(react@18.2.0):
@@ -20927,8 +20927,8 @@ packages:
     resolution: {integrity: sha512-hAZsKq7Yy11Zu1DE0OzWjw7nnLZmJZYTDZZyEFHZdUhV8FkH5MCfoU1XMaxXovpyW5nq5scPqq0ZDP9Zyl04oQ==}
     engines: {node: '>= 10.0.0'}
 
-  /unlayer-types@1.111.0:
-    resolution: {integrity: sha512-CjdOROIUrZXrtkLUrInMvTucEWRdWWEmPleCOhwsDTwUXg9LocjzI6drgdYoia/lyyoYPfHOXYw5SxdJk7hlvw==}
+  /unlayer-types@1.139.0:
+    resolution: {integrity: sha512-2ZyXKVtlKFGyeURmjN2OxyEanOLpth+5sSUv53BumEDXZpEKncMBaLGuFZgZsJwZvuavG9OvVyyrdRvkmHJYdQ==}
     dev: false
 
   /unpipe@1.0.0:

From c1a9f9d7830a6ae51333e177d65c70ff27a15745 Mon Sep 17 00:00:00 2001
From: timgl <tim@glsr.nl>
Date: Tue, 22 Oct 2024 17:29:59 +0100
Subject: [PATCH 06/14] revert: perf: Speed up filtering persons pt 2 (#25731)

---
 ...t_session_recording_list_from_filters.ambr |   96 +-
 frontend/src/queries/schema.json              |    7 +
 frontend/src/queries/schema.ts                |    2 +
 frontend/src/scenes/debug/Modifiers.tsx       |   33 +-
 mypy-baseline.txt                             |    5 +
 .../api/test/__snapshots__/test_query.ambr    |   34 +-
 posthog/hogql/ast.py                          |   12 -
 posthog/hogql/database/schema/persons.py      |  132 +-
 .../test/__snapshots__/test_persons.ambr      |  436 ---
 .../test_session_replay_events.ambr           |   53 +-
 .../database/schema/test/test_persons.py      |  208 --
 .../schema/test/test_session_replay_events.py |   21 +
 .../test_person_where_clause_extractor.py     |   44 +-
 .../schema/util/where_clause_extractor.py     |   70 +-
 posthog/hogql/modifiers.py                    |    7 +
 posthog/hogql/query.py                        |    4 -
 .../hogql/test/__snapshots__/test_query.ambr  |   66 +-
 posthog/hogql/test/test_modifiers.py          |   68 +
 posthog/hogql/test/test_printer.py            |  108 +-
 .../test/__snapshots__/test_lazy_tables.ambr  |   18 +-
 .../__snapshots__/test_property_types.ambr    |    6 +-
 ...actors_property_taxonomy_query_runner.ambr |   39 +-
 .../test/__snapshots__/test_funnel.ambr       |   92 +-
 .../test_funnel_correlation.ambr              |  310 +-
 .../test_funnel_correlation_actors.ambr       |  115 +-
 .../test_funnel_correlation_actors_udf.ambr   |  242 +-
 .../test_funnel_correlation_udf.ambr          |  310 +-
 .../test/__snapshots__/test_funnel_udf.ambr   |   92 +-
 .../test_insight_actors_query_runner.ambr     |  183 +-
 .../test_lifecycle_query_runner.ambr          |   16 +-
 .../test_paths_query_runner_ee.ambr           |  136 +-
 .../test_retention_query_runner.ambr          |   11 +-
 .../test/test_insight_actors_query_runner.py  |   35 +-
 .../test/__snapshots__/test_trends.ambr       |  414 +--
 .../__snapshots__/test_trends_persons.ambr    |   10 +
 .../test_actors_query_runner.ambr             |   76 -
 .../test_error_tracking_query_runner.ambr     |  357 ++-
 .../hogql_queries/test/test_query_runner.py   |    8 +-
 posthog/models/person/util.py                 |    2 +-
 posthog/schema.py                             |    8 +
 ...t_session_recording_list_from_filters.ambr |  254 +-
 .../session_recording_api.py                  |   39 +-
 .../test_session_recordings.ambr              | 2796 ++++++++---------
 43 files changed, 3303 insertions(+), 3672 deletions(-)
 delete mode 100644 posthog/hogql/database/schema/test/__snapshots__/test_persons.ambr
 delete mode 100644 posthog/hogql/database/schema/test/test_persons.py

diff --git a/ee/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr b/ee/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr
index 165204b598715..c21b2882da6ed 100644
--- a/ee/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr
+++ b/ee/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr
@@ -61,18 +61,12 @@
                                                                                                                                                                                                                                                                                                                                                                                                                                                           GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                                                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                                                        LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_8)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___rgInternal
+                                                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_8)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___rgInternal, person.id AS id
                                                                                                                                                                                                                                                                                                                                                                                                                                                           FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    (SELECT persons_where_optimization.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     FROM person AS persons_where_optimization
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT person.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, %(hogql_val_9)s), ''), 'null'), '^"|"$', ''), %(hogql_val_10)s), 0)))))
+                                                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE equals(person.team_id, 2)
                                                                                                                                                                                                                                                                                                                                                                                                                                                           GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_11)s), person.version), plus(now64(6, %(hogql_val_12)s), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
-                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_13)s), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_14)s), now64(6, %(hogql_val_15)s)), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_16)s), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_17)s), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(equals(events__person.properties___rgInternal, %(hogql_val_18)s), 0))
+                                                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_9)s), person.version), plus(now64(6, %(hogql_val_10)s), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_11)s), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_12)s), now64(6, %(hogql_val_13)s)), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_14)s), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_15)s), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(equals(events__person.properties___rgInternal, %(hogql_val_16)s), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                                                        GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                                                        HAVING 1)))
   GROUP BY s.session_id
@@ -111,18 +105,12 @@
                                                                                                                                                                                                                                                                                                                                                                                                                                                           GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                                                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                                                        LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_8)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___rgInternal
+                                                                                                                                                                                                                                                                                                                                                                                                                                                         (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_8)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___rgInternal, person.id AS id
                                                                                                                                                                                                                                                                                                                                                                                                                                                           FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    (SELECT persons_where_optimization.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     FROM person AS persons_where_optimization
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT person.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, %(hogql_val_9)s), ''), 'null'), '^"|"$', ''), %(hogql_val_10)s), 0)))))
+                                                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE equals(person.team_id, 2)
                                                                                                                                                                                                                                                                                                                                                                                                                                                           GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_11)s), person.version), plus(now64(6, %(hogql_val_12)s), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
-                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_13)s), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_14)s), now64(6, %(hogql_val_15)s)), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_16)s), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_17)s), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(equals(events__person.properties___rgInternal, %(hogql_val_18)s), 0))
+                                                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_9)s), person.version), plus(now64(6, %(hogql_val_10)s), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_11)s), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_12)s), now64(6, %(hogql_val_13)s)), greaterOrEquals(toTimeZone(events.timestamp, %(hogql_val_14)s), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, %(hogql_val_15)s), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(equals(events__person.properties___rgInternal, %(hogql_val_16)s), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                                                        GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                                                        HAVING 1)))
   GROUP BY s.session_id
@@ -551,17 +539,14 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(nullIf(nullIf(person.pmat_email, ''), 'null'), person.version) AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, nullIf(nullIf(person.pmat_email, ''), 'null') AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.pmat_email, ''), 'null'), 'bla'), 0)))))
-                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(equals(events__person.properties___email, 'bla'), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING 1)))
@@ -642,17 +627,14 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(nullIf(nullIf(person.pmat_email, ''), 'null'), person.version) AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, nullIf(nullIf(person.pmat_email, ''), 'null') AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.pmat_email, ''), 'null'), 'bla'), 0)))))
-                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(equals(events__person.properties___email, 'bla'), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING 1)))
@@ -733,17 +715,14 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(nullIf(nullIf(person.pmat_email, ''), 'null'), person.version) AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, nullIf(nullIf(person.pmat_email, ''), 'null') AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.pmat_email, ''), 'null'), 'bla'), 0)))))
-                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(equals(events__person.properties___email, 'bla'), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING 1)))
@@ -824,17 +803,14 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(nullIf(nullIf(person.pmat_email, ''), 'null'), person.version) AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, nullIf(nullIf(person.pmat_email, ''), 'null') AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.pmat_email, ''), 'null'), 'bla'), 0)))))
-                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(equals(events__person.properties___email, 'bla'), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING 1)))
diff --git a/frontend/src/queries/schema.json b/frontend/src/queries/schema.json
index 20a58c6d3d9fa..c243cf67ba628 100644
--- a/frontend/src/queries/schema.json
+++ b/frontend/src/queries/schema.json
@@ -6533,6 +6533,13 @@
                     "enum": ["auto", "legacy_null_as_string", "legacy_null_as_null", "disabled"],
                     "type": "string"
                 },
+                "optimizeJoinedFilters": {
+                    "type": "boolean"
+                },
+                "personsArgMaxVersion": {
+                    "enum": ["auto", "v1", "v2"],
+                    "type": "string"
+                },
                 "personsJoinMode": {
                     "enum": ["inner", "left"],
                     "type": "string"
diff --git a/frontend/src/queries/schema.ts b/frontend/src/queries/schema.ts
index c8a898136bd39..92b6d52f251db 100644
--- a/frontend/src/queries/schema.ts
+++ b/frontend/src/queries/schema.ts
@@ -227,8 +227,10 @@ export interface HogQLQueryModifiers {
         | 'person_id_no_override_properties_on_events'
         | 'person_id_override_properties_on_events'
         | 'person_id_override_properties_joined'
+    personsArgMaxVersion?: 'auto' | 'v1' | 'v2'
     inCohortVia?: 'auto' | 'leftjoin' | 'subquery' | 'leftjoin_conjoined'
     materializationMode?: 'auto' | 'legacy_null_as_string' | 'legacy_null_as_null' | 'disabled'
+    optimizeJoinedFilters?: boolean
     dataWarehouseEventsModifiers?: DataWarehouseEventsModifier[]
     debug?: boolean
     s3TableUseInvalidColumns?: boolean
diff --git a/frontend/src/scenes/debug/Modifiers.tsx b/frontend/src/scenes/debug/Modifiers.tsx
index b75c4a185a087..ee4f0175a724c 100644
--- a/frontend/src/scenes/debug/Modifiers.tsx
+++ b/frontend/src/scenes/debug/Modifiers.tsx
@@ -47,7 +47,22 @@ export function Modifiers<Q extends { response?: Record<string, any>; modifiers?
                     value={query.modifiers?.personsOnEventsMode ?? response?.modifiers?.personsOnEventsMode}
                 />
             </LemonLabel>
-
+            <LemonLabel className={labelClassName}>
+                <div>Persons ArgMax:</div>
+                <LemonSelect
+                    options={[
+                        { value: 'v1', label: 'V1' },
+                        { value: 'v2', label: 'V2' },
+                    ]}
+                    onChange={(value) =>
+                        setQuery({
+                            ...query,
+                            modifiers: { ...query.modifiers, personsArgMaxVersion: value },
+                        })
+                    }
+                    value={query.modifiers?.personsArgMaxVersion ?? response?.modifiers?.personsArgMaxVersion}
+                />
+            </LemonLabel>
             <LemonLabel className={labelClassName}>
                 <div>In Cohort Via:</div>
                 <LemonSelect
@@ -84,6 +99,22 @@ export function Modifiers<Q extends { response?: Record<string, any>; modifiers?
                     value={query.modifiers?.materializationMode ?? response?.modifiers?.materializationMode}
                 />
             </LemonLabel>
+            <LemonLabel className={labelClassName}>
+                <div>Optimize joined filters:</div>
+                <LemonSelect
+                    options={[
+                        { value: true, label: 'true' },
+                        { value: false, label: 'false' },
+                    ]}
+                    onChange={(value) =>
+                        setQuery({
+                            ...query,
+                            modifiers: { ...query.modifiers, optimizeJoinedFilters: value },
+                        })
+                    }
+                    value={query.modifiers?.optimizeJoinedFilters ?? response?.modifiers?.optimizeJoinedFilters}
+                />
+            </LemonLabel>
             <LemonLabel className={labelClassName}>
                 <div>Property Groups:</div>
                 <LemonSelect
diff --git a/mypy-baseline.txt b/mypy-baseline.txt
index 941fd0d61f403..ae7bf250f3f0a 100644
--- a/mypy-baseline.txt
+++ b/mypy-baseline.txt
@@ -527,6 +527,11 @@ posthog/hogql/test/test_modifiers.py:0: error: Unsupported right operand type fo
 posthog/hogql/test/test_modifiers.py:0: error: Unsupported right operand type for in ("str | None")  [operator]
 posthog/hogql/test/test_modifiers.py:0: error: Unsupported right operand type for in ("str | None")  [operator]
 posthog/hogql/test/test_modifiers.py:0: error: Unsupported right operand type for in ("str | None")  [operator]
+posthog/hogql/test/test_modifiers.py:0: error: Unsupported right operand type for in ("str | None")  [operator]
+posthog/hogql/test/test_modifiers.py:0: error: Unsupported right operand type for in ("str | None")  [operator]
+posthog/hogql/test/test_modifiers.py:0: error: Unsupported right operand type for in ("str | None")  [operator]
+posthog/hogql/test/test_modifiers.py:0: error: Unsupported right operand type for in ("str | None")  [operator]
+posthog/hogql/test/test_modifiers.py:0: error: Unsupported right operand type for in ("str | None")  [operator]
 posthog/hogql/test/_test_parser.py:0: error: Invalid base class  [misc]
 posthog/hogql/test/_test_parser.py:0: error: Argument "table" to "JoinExpr" has incompatible type "Placeholder"; expected "SelectQuery | SelectUnionQuery | Field | None"  [arg-type]
 posthog/hogql/test/_test_parser.py:0: error: Item "None" of "JoinExpr | None" has no attribute "table"  [union-attr]
diff --git a/posthog/api/test/__snapshots__/test_query.ambr b/posthog/api/test/__snapshots__/test_query.ambr
index 7c557860a925b..518e9e738aa7f 100644
--- a/posthog/api/test/__snapshots__/test_query.ambr
+++ b/posthog/api/test/__snapshots__/test_query.ambr
@@ -442,17 +442,14 @@
      HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
   LEFT JOIN
     (SELECT person.id AS id,
-            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
+            replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
-                                               (SELECT persons_where_optimization.id AS id
-                                                FROM person AS persons_where_optimization
-                                                WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                 (SELECT person.id AS id
-                                                                                                                  FROM person
-                                                                                                                  WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), 'tom@posthog.com'), 0)))))
-     GROUP BY person.id
-     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+     WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                      (SELECT person.id AS id, max(person.version) AS version
+                                                       FROM person
+                                                       WHERE equals(person.team_id, 2)
+                                                       GROUP BY person.id
+                                                       HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
   WHERE and(equals(events.team_id, 2), ifNull(equals(events__person.properties___email, 'tom@posthog.com'), 0), less(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-01-10 12:14:05.000000', 6, 'UTC')), greater(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-01-09 12:14:00.000000', 6, 'UTC')))
   ORDER BY events.event ASC
   LIMIT 101
@@ -483,17 +480,14 @@
      HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
   LEFT JOIN
     (SELECT person.id AS id,
-            argMax(nullIf(nullIf(person.pmat_email, ''), 'null'), person.version) AS properties___email
+            nullIf(nullIf(person.pmat_email, ''), 'null') AS properties___email
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
-                                               (SELECT persons_where_optimization.id AS id
-                                                FROM person AS persons_where_optimization
-                                                WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                 (SELECT person.id AS id
-                                                                                                                  FROM person
-                                                                                                                  WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.pmat_email, ''), 'null'), 'tom@posthog.com'), 0)))))
-     GROUP BY person.id
-     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+     WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                      (SELECT person.id AS id, max(person.version) AS version
+                                                       FROM person
+                                                       WHERE equals(person.team_id, 2)
+                                                       GROUP BY person.id
+                                                       HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
   WHERE and(equals(events.team_id, 2), ifNull(equals(events__person.properties___email, 'tom@posthog.com'), 0), less(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-01-10 12:14:05.000000', 6, 'UTC')), greater(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-01-09 12:14:00.000000', 6, 'UTC')))
   ORDER BY events.event ASC
   LIMIT 101
diff --git a/posthog/hogql/ast.py b/posthog/hogql/ast.py
index d562c27bce848..d52330f435265 100644
--- a/posthog/hogql/ast.py
+++ b/posthog/hogql/ast.py
@@ -631,18 +631,6 @@ class CompareOperationOp(StrEnum):
     NotIRegex = "!~*"
 
 
-NEGATED_COMPARE_OPS: list[CompareOperationOp] = [
-    CompareOperationOp.NotEq,
-    CompareOperationOp.NotLike,
-    CompareOperationOp.NotILike,
-    CompareOperationOp.NotIn,
-    CompareOperationOp.GlobalNotIn,
-    CompareOperationOp.NotInCohort,
-    CompareOperationOp.NotRegex,
-    CompareOperationOp.NotIRegex,
-]
-
-
 @dataclass(kw_only=True)
 class CompareOperation(Expr):
     left: Expr
diff --git a/posthog/hogql/database/schema/persons.py b/posthog/hogql/database/schema/persons.py
index 47a3d00650a7e..0b0747593b7a7 100644
--- a/posthog/hogql/database/schema/persons.py
+++ b/posthog/hogql/database/schema/persons.py
@@ -5,6 +5,7 @@
 from posthog.hogql.base import Expr
 from posthog.hogql.constants import HogQLQuerySettings
 from posthog.hogql.context import HogQLContext
+from posthog.hogql.database.argmax import argmax_select
 from posthog.hogql.database.models import (
     BooleanDatabaseField,
     DateTimeDatabaseField,
@@ -23,6 +24,7 @@
 from posthog.hogql.errors import ResolutionError
 from posthog.hogql.visitor import clone_expr
 from posthog.models.organization import Organization
+from posthog.schema import PersonsArgMaxVersion
 
 PERSONS_FIELDS: dict[str, FieldOrTable] = {
     "id": StringDatabaseField(name="id"),
@@ -44,75 +46,72 @@ def select_from_persons_table(
     node: SelectQuery,
     *,
     filter: Optional[Expr] = None,
-    is_join: Optional[bool] = None,
 ):
-    from posthog.hogql import ast
-    from posthog.hogql.parser import parse_select
-
-    select = cast(
-        ast.SelectQuery,
-        parse_select(
-            """
-            SELECT id
-            FROM raw_persons
-            GROUP BY id
-            HAVING equals(argMax(raw_persons.is_deleted, raw_persons.version), 0)
-            AND argMax(raw_persons.created_at, raw_persons.version) < now() + interval 1 day
-        """
-        ),
-    )
-    select.settings = HogQLQuerySettings(optimize_aggregation_in_order=True)
-
-    # This bit optimizes the query by first selecting all IDs for all persons (regardless of whether it's the latest version), and only then aggregating the results
-    # We only do this if there are where clauses, _and_ WhereClauseExtractor can extract them
-    if node.where:
-        inner_select = cast(
+    version = context.modifiers.personsArgMaxVersion
+    if version == PersonsArgMaxVersion.AUTO:
+        version = PersonsArgMaxVersion.V1
+        # If selecting properties, use the faster v2 query. Otherwise, v1 is faster.
+        for field_chain in join_or_table.fields_accessed.values():
+            if field_chain[0] == "properties":
+                version = PersonsArgMaxVersion.V2
+                break
+
+    if version == PersonsArgMaxVersion.V2:
+        from posthog.hogql import ast
+        from posthog.hogql.parser import parse_select
+
+        select = cast(
             ast.SelectQuery,
             parse_select(
                 """
-            SELECT id
-            FROM raw_persons as persons_where_optimization
-            WHERE
-                -- Much faster to pre-select out any deleted persons than doing it in aggregation
-                -- This is correct because there are no instances where we'd un-delete a person (ie there are no cases where one version has is_deleted=1 and a later version has is_deleted = 0)
-                id NOT IN (select id from raw_persons where is_deleted = 1)
+            SELECT id FROM raw_persons WHERE (id, version) IN (
+               SELECT id, max(version) as version
+               FROM raw_persons
+               GROUP BY id
+               HAVING equals(argMax(raw_persons.is_deleted, raw_persons.version), 0)
+               AND argMax(raw_persons.created_at, raw_persons.version) < now() + interval 1 day
+            )
             """
             ),
         )
-        extractor = WhereClauseExtractor(context, is_join=is_join)
+        select.settings = HogQLQuerySettings(optimize_aggregation_in_order=True)
+        if filter is not None:
+            cast(ast.SelectQuery, cast(ast.CompareOperation, select.where).right).where = filter
+
+        for field_name, field_chain in join_or_table.fields_accessed.items():
+            # We need to always select the 'id' field for the join constraint. The field name here is likely to
+            # be "persons__id" if anything, but just in case, let's avoid duplicates.
+            if field_name != "id":
+                select.select.append(
+                    ast.Alias(
+                        alias=field_name,
+                        expr=ast.Field(chain=field_chain),
+                    )
+                )
+    else:
+        select = argmax_select(
+            table_name="raw_persons",
+            select_fields=join_or_table.fields_accessed,
+            group_fields=["id"],
+            argmax_field="version",
+            deleted_field="is_deleted",
+            timestamp_field_to_clamp="created_at",
+        )
+        select.settings = HogQLQuerySettings(optimize_aggregation_in_order=True)
+        if filter is not None:
+            if select.where:
+                select.where = And(exprs=[select.where, filter])
+            else:
+                select.where = filter
+
+    if context.modifiers.optimizeJoinedFilters:
+        extractor = WhereClauseExtractor(context)
         extractor.add_local_tables(join_or_table)
         where = extractor.get_inner_where(node)
-
-        if where and inner_select.where:
-            inner_select.where = ast.And(exprs=[inner_select.where, where])
-            select.where = ast.And(
-                exprs=[
-                    ast.CompareOperation(
-                        left=ast.Field(chain=["id"]), right=inner_select, op=ast.CompareOperationOp.In
-                    ),
-                ]
-            )
-    if filter is not None:
-        if select.where:
-            cast(ast.SelectQuery, cast(ast.CompareOperation, select.where).right).where = ast.And(
-                exprs=[select.where, filter]
-            )
-        else:
-            select.where = filter
-
-    for field_name, field_chain in join_or_table.fields_accessed.items():
-        # We need to always select the 'id' field for the join constraint. The field name here is likely to
-        # be "persons__id" if anything, but just in case, let's avoid duplicates.
-        if field_name != "id":
-            select.select.append(
-                ast.Alias(
-                    alias=field_name,
-                    expr=ast.Call(
-                        name="argMax",
-                        args=[ast.Field(chain=["raw_persons", *field_chain]), ast.Field(chain=["version"])],
-                    ),
-                )
-            )
+        if where and select.where:
+            select.where = And(exprs=[select.where, where])
+        elif where:
+            select.where = where
 
     return select
 
@@ -126,7 +125,7 @@ def join_with_persons_table(
 
     if not join_to_add.fields_accessed:
         raise ResolutionError("No fields requested from persons table")
-    join_expr = ast.JoinExpr(table=select_from_persons_table(join_to_add, context, node, is_join=True))
+    join_expr = ast.JoinExpr(table=select_from_persons_table(join_to_add, context, node))
 
     organization: Organization = context.team.organization if context.team else None
     # TODO: @raquelmsmith: Remove flag check and use left join for all once deletes are caught up
@@ -225,16 +224,9 @@ def create_new_table_with_filter(self, join: JoinExpr) -> Self:
         return self
 
     def lazy_select(self, table_to_add: LazyTableToAdd, context, node):
-        # assume that if the select_from is not persons table we're doing a join
-        try:
-            is_join = not isinstance(node.select_from.type.table, PersonsTable)
-        except AttributeError:
-            is_join = False
         if self.filter is not None:
-            return select_from_persons_table(
-                table_to_add, context, node, filter=clone_expr(self.filter, True), is_join=is_join
-            )
-        return select_from_persons_table(table_to_add, context, node, is_join=is_join)
+            return select_from_persons_table(table_to_add, context, node, filter=clone_expr(self.filter, True))
+        return select_from_persons_table(table_to_add, context, node)
 
     def to_printed_clickhouse(self, context):
         return "person"
diff --git a/posthog/hogql/database/schema/test/__snapshots__/test_persons.ambr b/posthog/hogql/database/schema/test/__snapshots__/test_persons.ambr
deleted file mode 100644
index 895f7d27f5942..0000000000000
--- a/posthog/hogql/database/schema/test/__snapshots__/test_persons.ambr
+++ /dev/null
@@ -1,436 +0,0 @@
-# serializer version: 1
-# name: TestPersonOptimization.test_alias
-  '''
-  SELECT an_alias.id AS id,
-         an_alias.properties___email AS email
-  FROM
-    (SELECT person.id AS id,
-            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email,
-            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`
-     FROM person
-     WHERE equals(person.team_id, 2)
-     GROUP BY person.id
-     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS an_alias
-  WHERE ifNull(equals(an_alias.`properties___$some_prop`, 'something'), 0)
-  LIMIT 100 SETTINGS readonly=2,
-                     max_execution_time=60,
-                     allow_experimental_object_type=1,
-                     format_csv_allow_double_quotes=0,
-                     max_ast_elements=4000000,
-                     max_expanded_ast_elements=4000000,
-                     max_bytes_before_external_group_by=0
-  '''
-# ---
-# name: TestPersonOptimization.test_array_filter
-  '''
-  SELECT persons.id AS id,
-         persons.properties AS properties
-  FROM
-    (SELECT person.id AS id,
-            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`,
-            argMax(person.properties, person.version) AS properties
-     FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
-                                               (SELECT persons_where_optimization.id AS id
-                                                FROM person AS persons_where_optimization
-                                                WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                 (SELECT person.id AS id
-                                                                                                                  FROM person
-                                                                                                                  WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(in(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), ['something']), 0)))))
-     GROUP BY person.id
-     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
-  WHERE ifNull(in(persons.`properties___$some_prop`, ['something']), 0)
-  LIMIT 100 SETTINGS readonly=2,
-                     max_execution_time=60,
-                     allow_experimental_object_type=1,
-                     format_csv_allow_double_quotes=0,
-                     max_ast_elements=4000000,
-                     max_expanded_ast_elements=4000000,
-                     max_bytes_before_external_group_by=0
-  '''
-# ---
-# name: TestPersonOptimization.test_events_filter
-  '''
-  SELECT replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, 'email'), ''), 'null'), '^"|"$', '') AS email
-  FROM events
-  LEFT OUTER JOIN
-    (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
-            person_distinct_id_overrides.distinct_id AS distinct_id
-     FROM person_distinct_id_overrides
-     WHERE equals(person_distinct_id_overrides.team_id, 2)
-     GROUP BY person_distinct_id_overrides.distinct_id
-     HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
-  LEFT JOIN
-    (SELECT person.id AS id,
-            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`
-     FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
-                                               (SELECT persons_where_optimization.id AS id
-                                                FROM person AS persons_where_optimization
-                                                WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                 (SELECT person.id AS id
-                                                                                                                  FROM person
-                                                                                                                  WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), 'something'), 0)))))
-     GROUP BY person.id
-     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
-  WHERE and(equals(events.team_id, 2), ifNull(equals(events__person.`properties___$some_prop`, 'something'), 0))
-  LIMIT 100 SETTINGS readonly=2,
-                     max_execution_time=60,
-                     allow_experimental_object_type=1,
-                     format_csv_allow_double_quotes=0,
-                     max_ast_elements=4000000,
-                     max_expanded_ast_elements=4000000,
-                     max_bytes_before_external_group_by=0
-  '''
-# ---
-# name: TestPersonOptimization.test_join
-  '''
-  SELECT persons.id AS id,
-         persons.properties___email AS email
-  FROM
-    (SELECT person.id AS id,
-            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email,
-            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`,
-            argMax(person.id, person.version) AS persons___id
-     FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
-                                               (SELECT persons_where_optimization.id AS id
-                                                FROM person AS persons_where_optimization
-                                                WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                 (SELECT person.id AS id
-                                                                                                                  FROM person
-                                                                                                                  WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), 'something'), 0)))))
-     GROUP BY person.id
-     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
-  LEFT JOIN
-    (SELECT argMax(person_distinct_id2.person_id, person_distinct_id2.version) AS person_id,
-            person_distinct_id2.distinct_id AS distinct_id
-     FROM person_distinct_id2
-     WHERE equals(person_distinct_id2.team_id, 2)
-     GROUP BY person_distinct_id2.distinct_id
-     HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS persons__pdi ON equals(persons.persons___id, persons__pdi.person_id)
-  WHERE and(ifNull(equals(persons.`properties___$some_prop`, 'something'), 0), ifNull(equals(persons__pdi.distinct_id, '1'), 0))
-  LIMIT 100 SETTINGS readonly=2,
-                     max_execution_time=60,
-                     allow_experimental_object_type=1,
-                     format_csv_allow_double_quotes=0,
-                     max_ast_elements=4000000,
-                     max_expanded_ast_elements=4000000,
-                     max_bytes_before_external_group_by=0
-  '''
-# ---
-# name: TestPersonOptimization.test_join.1
-  '''
-  SELECT persons.id AS id,
-         persons.properties___email AS email
-  FROM
-    (SELECT person.id AS id,
-            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email,
-            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`,
-            argMax(person.id, person.version) AS persons___id
-     FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
-                                               (SELECT persons_where_optimization.id AS id
-                                                FROM person AS persons_where_optimization
-                                                WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                 (SELECT person.id AS id
-                                                                                                                  FROM person
-                                                                                                                  WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), or(ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), 'something'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), 'whatevs'), 0))))))
-     GROUP BY person.id
-     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
-  LEFT JOIN
-    (SELECT argMax(person_distinct_id2.person_id, person_distinct_id2.version) AS person_id,
-            person_distinct_id2.distinct_id AS distinct_id
-     FROM person_distinct_id2
-     WHERE equals(person_distinct_id2.team_id, 2)
-     GROUP BY person_distinct_id2.distinct_id
-     HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS persons__pdi ON equals(persons.persons___id, persons__pdi.person_id)
-  WHERE or(and(ifNull(equals(persons.`properties___$some_prop`, 'something'), 0), ifNull(equals(persons__pdi.distinct_id, '1'), 0)), ifNull(equals(persons.`properties___$some_prop`, 'whatevs'), 0))
-  LIMIT 100 SETTINGS readonly=2,
-                     max_execution_time=60,
-                     allow_experimental_object_type=1,
-                     format_csv_allow_double_quotes=0,
-                     max_ast_elements=4000000,
-                     max_expanded_ast_elements=4000000,
-                     max_bytes_before_external_group_by=0
-  '''
-# ---
-# name: TestPersonOptimization.test_left_join_with_negation
-  '''
-  SELECT persons.id AS id,
-         persons.`properties___$some_prop` AS `$some_prop`
-  FROM events
-  LEFT OUTER JOIN
-    (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
-            person_distinct_id_overrides.distinct_id AS distinct_id
-     FROM person_distinct_id_overrides
-     WHERE equals(person_distinct_id_overrides.team_id, 2)
-     GROUP BY person_distinct_id_overrides.distinct_id
-     HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
-  LEFT JOIN
-    (SELECT person.id AS id,
-            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`
-     FROM person
-     WHERE equals(person.team_id, 2)
-     GROUP BY person.id
-     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), persons.id)
-  WHERE and(equals(events.team_id, 2), ifNull(notEquals(persons.`properties___$some_prop`, 'something'), 1))
-  LIMIT 100 SETTINGS readonly=2,
-                     max_execution_time=60,
-                     allow_experimental_object_type=1,
-                     format_csv_allow_double_quotes=0,
-                     max_ast_elements=4000000,
-                     max_expanded_ast_elements=4000000,
-                     max_bytes_before_external_group_by=0
-  '''
-# ---
-# name: TestPersonOptimization.test_left_join_with_negation.1
-  '''
-  SELECT persons.id AS id,
-         persons.`properties___$some_prop` AS `$some_prop`
-  FROM events
-  LEFT OUTER JOIN
-    (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
-            person_distinct_id_overrides.distinct_id AS distinct_id
-     FROM person_distinct_id_overrides
-     WHERE equals(person_distinct_id_overrides.team_id, 2)
-     GROUP BY person_distinct_id_overrides.distinct_id
-     HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
-  LEFT JOIN
-    (SELECT person.id AS id,
-            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`
-     FROM person
-     WHERE equals(person.team_id, 2)
-     GROUP BY person.id
-     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), persons.id)
-  WHERE and(equals(events.team_id, 2), ifNull(notEquals(persons.`properties___$some_prop`, 'something'), 1))
-  LIMIT 100 SETTINGS readonly=2,
-                     max_execution_time=60,
-                     allow_experimental_object_type=1,
-                     format_csv_allow_double_quotes=0,
-                     max_ast_elements=4000000,
-                     max_expanded_ast_elements=4000000,
-                     max_bytes_before_external_group_by=0
-  '''
-# ---
-# name: TestPersonOptimization.test_left_join_with_negation.2
-  '''
-  SELECT persons.id AS id,
-         persons.`properties___$some_prop` AS `$some_prop`
-  FROM events
-  LEFT OUTER JOIN
-    (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
-            person_distinct_id_overrides.distinct_id AS distinct_id
-     FROM person_distinct_id_overrides
-     WHERE equals(person_distinct_id_overrides.team_id, 2)
-     GROUP BY person_distinct_id_overrides.distinct_id
-     HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
-  LEFT JOIN
-    (SELECT person.id AS id,
-            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`
-     FROM person
-     WHERE equals(person.team_id, 2)
-     GROUP BY person.id
-     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), persons.id)
-  WHERE and(equals(events.team_id, 2), ifNull(not(match(persons.`properties___$some_prop`, '^something$')), isNotNull(persons.`properties___$some_prop`)
-                                              or isNotNull('^something$')))
-  LIMIT 100 SETTINGS readonly=2,
-                     max_execution_time=60,
-                     allow_experimental_object_type=1,
-                     format_csv_allow_double_quotes=0,
-                     max_ast_elements=4000000,
-                     max_expanded_ast_elements=4000000,
-                     max_bytes_before_external_group_by=0
-  '''
-# ---
-# name: TestPersonOptimization.test_left_join_with_negation.3
-  '''
-  SELECT persons.id AS id,
-         persons.`properties___$some_prop` AS `$some_prop`
-  FROM events
-  LEFT OUTER JOIN
-    (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
-            person_distinct_id_overrides.distinct_id AS distinct_id
-     FROM person_distinct_id_overrides
-     WHERE equals(person_distinct_id_overrides.team_id, 2)
-     GROUP BY person_distinct_id_overrides.distinct_id
-     HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
-  LEFT JOIN
-    (SELECT person.id AS id,
-            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`
-     FROM person
-     WHERE equals(person.team_id, 2)
-     GROUP BY person.id
-     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), persons.id)
-  WHERE and(equals(events.team_id, 2), not(ifNull(equals(persons.`properties___$some_prop`, 'something'), 0)))
-  LIMIT 100 SETTINGS readonly=2,
-                     max_execution_time=60,
-                     allow_experimental_object_type=1,
-                     format_csv_allow_double_quotes=0,
-                     max_ast_elements=4000000,
-                     max_expanded_ast_elements=4000000,
-                     max_bytes_before_external_group_by=0
-  '''
-# ---
-# name: TestPersonOptimization.test_left_join_with_negation.4
-  '''
-  SELECT persons.id AS id,
-         persons.`properties___$some_prop` AS `$some_prop`
-  FROM events
-  LEFT OUTER JOIN
-    (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
-            person_distinct_id_overrides.distinct_id AS distinct_id
-     FROM person_distinct_id_overrides
-     WHERE equals(person_distinct_id_overrides.team_id, 2)
-     GROUP BY person_distinct_id_overrides.distinct_id
-     HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
-  LEFT JOIN
-    (SELECT person.id AS id,
-            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`
-     FROM person
-     WHERE equals(person.team_id, 2)
-     GROUP BY person.id
-     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), persons.id)
-  WHERE and(equals(events.team_id, 2), not(ifNull(equals(persons.`properties___$some_prop`, 'something'), 0)))
-  LIMIT 100 SETTINGS readonly=2,
-                     max_execution_time=60,
-                     allow_experimental_object_type=1,
-                     format_csv_allow_double_quotes=0,
-                     max_ast_elements=4000000,
-                     max_expanded_ast_elements=4000000,
-                     max_bytes_before_external_group_by=0
-  '''
-# ---
-# name: TestPersonOptimization.test_limit_and_order_by
-  '''
-  SELECT persons.id AS id,
-         persons.`properties___$some_prop` AS `$some_prop`
-  FROM
-    (SELECT person.id AS id,
-            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`,
-            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
-     FROM person
-     WHERE equals(person.team_id, 2)
-     GROUP BY person.id
-     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
-  ORDER BY persons.created_at ASC
-  LIMIT 3 SETTINGS readonly=2,
-                   max_execution_time=60,
-                   allow_experimental_object_type=1,
-                   format_csv_allow_double_quotes=0,
-                   max_ast_elements=4000000,
-                   max_expanded_ast_elements=4000000,
-                   max_bytes_before_external_group_by=0
-  '''
-# ---
-# name: TestPersonOptimization.test_limit_and_order_by.1
-  '''
-  SELECT persons.id AS id,
-         persons.`properties___$some_prop` AS `$some_prop`
-  FROM
-    (SELECT person.id AS id,
-            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`,
-            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
-     FROM person
-     WHERE equals(person.team_id, 2)
-     GROUP BY person.id
-     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
-  ORDER BY persons.created_at ASC
-  LIMIT 2
-  OFFSET 1 SETTINGS readonly=2,
-                    max_execution_time=60,
-                    allow_experimental_object_type=1,
-                    format_csv_allow_double_quotes=0,
-                    max_ast_elements=4000000,
-                    max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
-  '''
-# ---
-# name: TestPersonOptimization.test_simple_filter
-  '''
-  SELECT persons.id AS id,
-         persons.properties AS properties
-  FROM
-    (SELECT person.id AS id,
-            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`,
-            argMax(person.properties, person.version) AS properties
-     FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
-                                               (SELECT persons_where_optimization.id AS id
-                                                FROM person AS persons_where_optimization
-                                                WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                 (SELECT person.id AS id
-                                                                                                                  FROM person
-                                                                                                                  WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), 'something'), 0)))))
-     GROUP BY person.id
-     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
-  WHERE ifNull(equals(persons.`properties___$some_prop`, 'something'), 0)
-  LIMIT 100 SETTINGS readonly=2,
-                     max_execution_time=60,
-                     allow_experimental_object_type=1,
-                     format_csv_allow_double_quotes=0,
-                     max_ast_elements=4000000,
-                     max_expanded_ast_elements=4000000,
-                     max_bytes_before_external_group_by=0
-  '''
-# ---
-# name: TestPersonOptimization.test_subquery_alias
-  '''
-  SELECT source.person_id AS person_id,
-         persons.id AS id
-  FROM
-    (SELECT if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id) AS person_id
-     FROM events
-     LEFT OUTER JOIN
-       (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
-               person_distinct_id_overrides.distinct_id AS distinct_id
-        FROM person_distinct_id_overrides
-        WHERE equals(person_distinct_id_overrides.team_id, 2)
-        GROUP BY person_distinct_id_overrides.distinct_id
-        HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
-     WHERE equals(events.team_id, 2)) AS source
-  INNER JOIN
-    (SELECT person.id AS id,
-            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`
-     FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
-                                               (SELECT persons_where_optimization.id AS id
-                                                FROM person AS persons_where_optimization
-                                                WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                 (SELECT person.id AS id
-                                                                                                                  FROM person
-                                                                                                                  WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(notEquals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), 'something'), 1)))))
-     GROUP BY person.id
-     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(source.person_id, persons.id)
-  WHERE ifNull(notEquals(persons.`properties___$some_prop`, 'something'), 1)
-  LIMIT 100 SETTINGS readonly=2,
-                     max_execution_time=60,
-                     allow_experimental_object_type=1,
-                     format_csv_allow_double_quotes=0,
-                     max_ast_elements=4000000,
-                     max_expanded_ast_elements=4000000,
-                     max_bytes_before_external_group_by=0
-  '''
-# ---
-# name: TestPersonOptimization.test_versions_handled_correctly
-  '''
-  SELECT persons.id AS id,
-         persons.`properties___$some_prop` AS `$some_prop`
-  FROM
-    (SELECT person.id AS id,
-            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`,
-            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
-     FROM person
-     WHERE equals(person.team_id, 2)
-     GROUP BY person.id
-     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
-  ORDER BY persons.created_at ASC
-  LIMIT 100 SETTINGS readonly=2,
-                     max_execution_time=60,
-                     allow_experimental_object_type=1,
-                     format_csv_allow_double_quotes=0,
-                     max_ast_elements=4000000,
-                     max_expanded_ast_elements=4000000,
-                     max_bytes_before_external_group_by=0
-  '''
-# ---
diff --git a/posthog/hogql/database/schema/test/__snapshots__/test_session_replay_events.ambr b/posthog/hogql/database/schema/test/__snapshots__/test_session_replay_events.ambr
index ac17c9db9f049..aa990fe2c7b66 100644
--- a/posthog/hogql/database/schema/test/__snapshots__/test_session_replay_events.ambr
+++ b/posthog/hogql/database/schema/test/__snapshots__/test_session_replay_events.ambr
@@ -188,17 +188,14 @@
      WHERE equals(events.team_id, 2)) AS raw_session_replay_events__events ON equals(session_replay_events.session_id, raw_session_replay_events__events.`$session_id`)
   LEFT JOIN
     (SELECT person.id AS id,
-            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'person_property'), ''), 'null'), '^"|"$', ''), person.version) AS properties___person_property
+            replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'person_property'), ''), 'null'), '^"|"$', '') AS properties___person_property
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
-                                               (SELECT persons_where_optimization.id AS id
-                                                FROM person AS persons_where_optimization
-                                                WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                 (SELECT person.id AS id
-                                                                                                                  FROM person
-                                                                                                                  WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(ifNull(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'person_property'), ''), 'null'), '^"|"$', ''), 'false'), 'true'), 0)))))
-     GROUP BY person.id
-     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS raw_session_replay_events__events__person ON equals(raw_session_replay_events__events.raw_session_replay_events__events___person_id, raw_session_replay_events__events__person.id)
+     WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                      (SELECT person.id AS id, max(person.version) AS version
+                                                       FROM person
+                                                       WHERE equals(person.team_id, 2)
+                                                       GROUP BY person.id
+                                                       HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS raw_session_replay_events__events__person ON equals(raw_session_replay_events__events.raw_session_replay_events__events___person_id, raw_session_replay_events__events__person.id)
   WHERE and(equals(session_replay_events.team_id, 2), ifNull(equals(ifNull(raw_session_replay_events__events__person.properties___person_property, 'false'), 'true'), 0))
   ORDER BY session_replay_events.session_id ASC
   LIMIT 100 SETTINGS readonly=2,
@@ -247,13 +244,7 @@
   LEFT JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
-                                               (SELECT persons_where_optimization.id AS id
-                                                FROM person AS persons_where_optimization
-                                                WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                 (SELECT person.id AS id
-                                                                                                                  FROM person
-                                                                                                                  WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), equals(persons_where_optimization.id, toUUIDOrNull('00000000-0000-4000-8000-000000000000'))))))
+     WHERE equals(person.team_id, 2)
      GROUP BY person.id
      HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS raw_session_replay_events__pdi__person ON equals(raw_session_replay_events__pdi.raw_session_replay_events__pdi___person_id, raw_session_replay_events__pdi__person.id)
   WHERE and(equals(session_replay_events.team_id, 2), ifNull(equals(raw_session_replay_events__pdi__person.id, toUUIDOrNull('00000000-0000-4000-8000-000000000000')), 0))
@@ -282,11 +273,14 @@
      HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS raw_session_replay_events__pdi ON equals(session_replay_events.distinct_id, raw_session_replay_events__pdi.distinct_id)
   LEFT JOIN
     (SELECT person.id AS id,
-            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'person_property'), ''), 'null'), '^"|"$', ''), person.version) AS properties___person_property
+            replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'person_property'), ''), 'null'), '^"|"$', '') AS properties___person_property
      FROM person
-     WHERE equals(person.team_id, 2)
-     GROUP BY person.id
-     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS raw_session_replay_events__pdi__person ON equals(raw_session_replay_events__pdi.raw_session_replay_events__pdi___person_id, raw_session_replay_events__pdi__person.id)
+     WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                      (SELECT person.id AS id, max(person.version) AS version
+                                                       FROM person
+                                                       WHERE equals(person.team_id, 2)
+                                                       GROUP BY person.id
+                                                       HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS raw_session_replay_events__pdi__person ON equals(raw_session_replay_events__pdi.raw_session_replay_events__pdi___person_id, raw_session_replay_events__pdi__person.id)
   WHERE equals(session_replay_events.team_id, 2)
   GROUP BY session_replay_events.session_id
   ORDER BY session_replay_events.session_id ASC
@@ -314,17 +308,14 @@
      HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS raw_session_replay_events__pdi ON equals(session_replay_events.distinct_id, raw_session_replay_events__pdi.distinct_id)
   LEFT JOIN
     (SELECT person.id AS id,
-            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'person_property'), ''), 'null'), '^"|"$', ''), person.version) AS properties___person_property
+            replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'person_property'), ''), 'null'), '^"|"$', '') AS properties___person_property
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
-                                               (SELECT persons_where_optimization.id AS id
-                                                FROM person AS persons_where_optimization
-                                                WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                 (SELECT person.id AS id
-                                                                                                                  FROM person
-                                                                                                                  WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'person_property'), ''), 'null'), '^"|"$', ''), 'true'), 0)))))
-     GROUP BY person.id
-     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS raw_session_replay_events__pdi__person ON equals(raw_session_replay_events__pdi.raw_session_replay_events__pdi___person_id, raw_session_replay_events__pdi__person.id)
+     WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                      (SELECT person.id AS id, max(person.version) AS version
+                                                       FROM person
+                                                       WHERE equals(person.team_id, 2)
+                                                       GROUP BY person.id
+                                                       HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'person_property'), ''), 'null'), '^"|"$', ''), 'true'), 0)) SETTINGS optimize_aggregation_in_order=1) AS raw_session_replay_events__pdi__person ON equals(raw_session_replay_events__pdi.raw_session_replay_events__pdi___person_id, raw_session_replay_events__pdi__person.id)
   WHERE and(equals(session_replay_events.team_id, 2), ifNull(equals(raw_session_replay_events__pdi__person.properties___person_property, 'true'), 0))
   GROUP BY session_replay_events.session_id
   ORDER BY session_replay_events.session_id ASC
diff --git a/posthog/hogql/database/schema/test/test_persons.py b/posthog/hogql/database/schema/test/test_persons.py
deleted file mode 100644
index 4cb7640830ba2..0000000000000
--- a/posthog/hogql/database/schema/test/test_persons.py
+++ /dev/null
@@ -1,208 +0,0 @@
-from posthog.hogql.parser import parse_select
-from posthog.hogql.query import execute_hogql_query
-from posthog.test.base import (
-    APIBaseTest,
-    ClickhouseTestMixin,
-    _create_person,
-    _create_event,
-    snapshot_clickhouse_queries,
-)
-from posthog.models.person.util import create_person
-from datetime import datetime
-
-
-class TestPersonOptimization(ClickhouseTestMixin, APIBaseTest):
-    """
-    Mostly tests for the optimization of pre-filtering before aggregating. See https://github.com/PostHog/posthog/pull/25604
-    """
-
-    def setUp(self):
-        super().setUp()
-        self.first_person = _create_person(
-            team_id=self.team.pk,
-            distinct_ids=["1"],
-            properties={"$some_prop": "something", "$another_prop": "something1"},
-            created_at=datetime(2024, 1, 1, 12),
-        )
-        self.second_person = _create_person(
-            team_id=self.team.pk,
-            properties={"$some_prop": "ifwematcholdversionsthiswillmatch", "$another_prop": "something2"},
-            distinct_ids=["2"],
-            version=1,
-            created_at=datetime(2024, 1, 1, 13),
-        )
-        # update second_person with the correct prop
-        create_person(
-            team_id=self.team.pk,
-            uuid=str(self.second_person.uuid),
-            properties={"$some_prop": "something", "$another_prop": "something2"},
-            created_at=datetime(2024, 1, 1, 13),
-            version=2,
-        )
-        self.third_person = _create_person(
-            team_id=self.team.pk,
-            distinct_ids=["3"],
-            properties={"$some_prop": "not something", "$another_prop": "something3"},
-            created_at=datetime(2024, 1, 1, 14),
-        )
-        # deleted
-        self.deleted_person = _create_person(
-            team_id=self.team.pk,
-            properties={"$some_prop": "ifwematcholdversionsthiswillmatch", "$another_prop": "something2"},
-            distinct_ids=["deleted"],
-            created_at=datetime(2024, 1, 1, 13),
-            version=1,
-        )
-        create_person(team_id=self.team.pk, uuid=str(self.deleted_person.uuid), version=2, is_deleted=True)
-
-    @snapshot_clickhouse_queries
-    def test_simple_filter(self):
-        response = execute_hogql_query(
-            parse_select("select id, properties from persons where properties.$some_prop = 'something'"),
-            self.team,
-        )
-        assert len(response.results) == 2
-
-    @snapshot_clickhouse_queries
-    def test_array_filter(self):
-        response = execute_hogql_query(
-            parse_select("select id, properties from persons where properties.$some_prop IN ['something']"),
-            self.team,
-        )
-        assert len(response.results) == 2
-
-    @snapshot_clickhouse_queries
-    def test_alias(self):
-        # This isn't supported by the WhereClauseExtractor yet
-        response = execute_hogql_query(
-            parse_select(
-                "select id, an_alias.properties.email from persons as an_alias where an_alias.properties.$some_prop = 'something'"
-            ),
-            self.team,
-        )
-        assert len(response.results) == 2
-
-    @snapshot_clickhouse_queries
-    def test_subquery_alias(self):
-        _create_event(event="$pageview", distinct_id="3", team=self.team)
-        response = execute_hogql_query(
-            parse_select(
-                """
-                select person_id, persons.id from (
-                    select
-                        person_id
-                    from events
-                ) as source
-                inner join persons ON (source.person_id=persons.id)
-                where notEquals(persons.properties.$some_prop, 'something')
-                """
-            ),
-            self.team,
-        )
-        assert len(response.results) == 1
-
-    @snapshot_clickhouse_queries
-    def test_join(self):
-        response = execute_hogql_query(
-            parse_select(
-                "select id, properties.email from persons where properties.$some_prop = 'something' and pdi.distinct_id = '1'"
-            ),
-            self.team,
-        )
-        assert len(response.results) == 1
-
-        # more complex query
-        response = execute_hogql_query(
-            parse_select("""
-            select id, properties.email from persons where
-                (properties.$some_prop = 'something' and pdi.distinct_id = '1') OR
-                (properties.$some_prop = 'whatevs')
-            """),
-            self.team,
-        )
-        assert len(response.results) == 1
-
-    @snapshot_clickhouse_queries
-    def test_events_filter(self):
-        _create_event(event="$pageview", distinct_id="1", team=self.team)
-        response = execute_hogql_query(
-            parse_select("select properties.email from events where person.properties.$some_prop = 'something'"),
-            self.team,
-        )
-        assert len(response.results) == 1
-
-    @snapshot_clickhouse_queries
-    def test_versions_handled_correctly(self):
-        # Tests whether we correctly grab $some_prop from the person with the highest version
-        response = execute_hogql_query(
-            parse_select("select id, properties.$some_prop from persons ORDER BY created_at limit 100"),
-            self.team,
-        )
-        assert len(response.results) == 3
-
-    @snapshot_clickhouse_queries
-    def test_left_join_with_negation(self):
-        _create_event(event="$pageview", distinct_id="1", team=self.team)
-        _create_event(event="$pageview", distinct_id="2", team=self.team)
-        _create_event(event="$pageview", distinct_id="3", team=self.team)
-        response = execute_hogql_query(
-            parse_select(
-                "select id, persons.properties.$some_prop from events left join persons ON (events.person_id=persons.id) where notEquals(persons.properties.$some_prop, 'something')"
-            ),
-            self.team,
-        )
-        assert len(response.results) == 1
-        assert [x[0] for x in response.results] == [
-            self.third_person.uuid,
-        ]
-        response = execute_hogql_query(
-            parse_select(
-                "select id, persons.properties.$some_prop from events left join persons ON (events.person_id=persons.id) where persons.properties.$some_prop != 'something'"
-            ),
-            self.team,
-        )
-        assert len(response.results) == 1
-
-        response = execute_hogql_query(
-            parse_select(
-                "select id, persons.properties.$some_prop from events left join persons ON (events.person_id=persons.id) where persons.properties.$some_prop !~ '^something$'"
-            ),
-            self.team,
-        )
-        assert len(response.results) == 1
-
-        response = execute_hogql_query(
-            parse_select(
-                "select id, persons.properties.$some_prop from events left join persons ON (events.person_id=persons.id) where not (persons.properties.$some_prop = 'something')"
-            ),
-            self.team,
-        )
-        assert len(response.results) == 1
-
-        response = execute_hogql_query(
-            parse_select(
-                "select id, persons.properties.$some_prop from events left join persons ON (events.person_id=persons.id) where not persons.properties.$some_prop = 'something'"
-            ),
-            self.team,
-        )
-        assert len(response.results) == 1
-
-    @snapshot_clickhouse_queries
-    def test_limit_and_order_by(self):
-        response = execute_hogql_query(
-            parse_select("select id, properties.$some_prop from persons ORDER BY created_at limit 3"),
-            self.team,
-        )
-        assert len(response.results) == 3
-        assert [x[0] for x in response.results] == [
-            self.first_person.uuid,
-            self.second_person.uuid,
-            self.third_person.uuid,
-        ]
-
-        response = execute_hogql_query(
-            parse_select("select id, properties.$some_prop from persons ORDER BY created_at limit 2, 1"),
-            self.team,
-        )
-        assert len(response.results) == 2
-        assert [x[0] for x in response.results] == [self.second_person.uuid, self.third_person.uuid]
diff --git a/posthog/hogql/database/schema/test/test_session_replay_events.py b/posthog/hogql/database/schema/test/test_session_replay_events.py
index 8b396a3b44691..cf74a0f66d182 100644
--- a/posthog/hogql/database/schema/test/test_session_replay_events.py
+++ b/posthog/hogql/database/schema/test/test_session_replay_events.py
@@ -9,6 +9,7 @@
 from posthog.hogql.query import execute_hogql_query
 from posthog.models.event.sql import TRUNCATE_EVENTS_TABLE_SQL
 from posthog.models.utils import uuid7
+from posthog.schema import HogQLQueryModifiers
 from posthog.session_recordings.queries.test.session_replay_sql import produce_replay_summary
 from posthog.session_recordings.sql.session_replay_event_sql import TRUNCATE_SESSION_REPLAY_EVENTS_TABLE_SQL
 from posthog.test.base import (
@@ -350,6 +351,25 @@ def test_select_person_property(self):
             ("session_with_person_with_person_property", "true"),
         ]
 
+    @snapshot_clickhouse_queries
+    def test_select_where_person_property_without_join_optimization(self):
+        response = execute_hogql_query(
+            parse_select(
+                """
+                select session_id, any(person.properties.person_property)
+                from raw_session_replay_events
+                where person.properties.person_property = 'true'
+                group by session_id order by session_id asc
+                """,
+            ),
+            self.team,
+            modifiers=HogQLQueryModifiers(optimizeJoinedFilters=False),
+        )
+
+        assert response.results == [
+            ("session_with_person_with_person_property", "true"),
+        ]
+
     @snapshot_clickhouse_queries
     def test_select_where_person_property_with_join_optimization(self):
         response = execute_hogql_query(
@@ -362,6 +382,7 @@ def test_select_where_person_property_with_join_optimization(self):
                 """,
             ),
             self.team,
+            modifiers=HogQLQueryModifiers(optimizeJoinedFilters=True),
         )
 
         assert response.results == [
diff --git a/posthog/hogql/database/schema/util/test/test_person_where_clause_extractor.py b/posthog/hogql/database/schema/util/test/test_person_where_clause_extractor.py
index f805ec14ed79c..252382d545b40 100644
--- a/posthog/hogql/database/schema/util/test/test_person_where_clause_extractor.py
+++ b/posthog/hogql/database/schema/util/test/test_person_where_clause_extractor.py
@@ -1,4 +1,4 @@
-from typing import Union, Optional, cast
+from typing import Union, Optional
 
 from posthog.hogql import ast
 from posthog.hogql.context import HogQLContext
@@ -7,7 +7,7 @@
 from posthog.hogql.printer import prepare_ast_for_printing, print_ast
 from posthog.hogql.visitor import clone_expr, CloningVisitor
 from posthog.models import PropertyDefinition
-from posthog.schema import PersonsOnEventsMode
+from posthog.schema import PersonsOnEventsMode, PersonsArgMaxVersion
 from posthog.test.base import ClickhouseTestMixin, APIBaseTest
 
 
@@ -40,7 +40,9 @@ class TestPersonWhereClauseExtractor(ClickhouseTestMixin, APIBaseTest):
     def prep_context(self):
         team = self.team
         modifiers = create_default_modifiers_for_team(team)
+        modifiers.optimizeJoinedFilters = True
         modifiers.personsOnEventsMode = PersonsOnEventsMode.DISABLED
+        modifiers.personsArgMaxVersion = PersonsArgMaxVersion.V1
         return HogQLContext(
             team_id=team.pk,
             team=team,
@@ -62,10 +64,9 @@ def get_clause(self, query: str):
         assert new_select.select_from.next_join.alias == "events__pdi"
         assert new_select.select_from.next_join.next_join.alias == "events__pdi__person"
 
-        outer_where = new_select.select_from.next_join.next_join.table.where
-        if outer_where is None:
+        where = new_select.select_from.next_join.next_join.table.where
+        if where is None:
             return None
-        where = cast(ast.SelectQuery, cast(ast.CompareOperation, cast(ast.And, outer_where).exprs[0]).right).where
 
         where = RemoveHiddenAliases().visit(where)
         assert isinstance(where, ast.Expr)
@@ -78,12 +79,12 @@ def print_query(self, query: str):
     def test_person_properties(self):
         actual = self.get_clause("SELECT * FROM events WHERE person.properties.email = 'jimmy@posthog.com'")
         expected = _expr("properties.email = 'jimmy@posthog.com'")
-        assert expected in actual.exprs
+        assert actual == expected
 
     def test_person_properties_andor_1(self):
         actual = self.get_clause("SELECT * FROM events WHERE person.properties.email = 'jimmy@posthog.com' or false")
         expected = _expr("properties.email = 'jimmy@posthog.com'")
-        assert expected in actual.exprs
+        assert actual == expected
 
     def test_person_properties_andor_2(self):
         actual = self.get_clause("SELECT * FROM events WHERE person.properties.email = 'jimmy@posthog.com' and false")
@@ -94,28 +95,28 @@ def test_person_properties_andor_3(self):
             "SELECT * FROM events WHERE person.properties.email = 'jimmy@posthog.com' and person.properties.email = 'timmy@posthog.com'"
         )
         expected = _expr("properties.email = 'jimmy@posthog.com' and properties.email = 'timmy@posthog.com'")
-        assert expected in actual.exprs
+        assert actual == expected
 
     def test_person_properties_andor_4(self):
         actual = self.get_clause(
             "SELECT * FROM events WHERE person.properties.email = 'jimmy@posthog.com' or person.properties.email = 'timmy@posthog.com'"
         )
         expected = _expr("properties.email = 'jimmy@posthog.com' or properties.email = 'timmy@posthog.com'")
-        assert expected in actual.exprs
+        assert actual == expected
 
     def test_person_properties_andor_5(self):
         actual = self.get_clause(
             "SELECT * FROM events WHERE person.properties.email = 'jimmy@posthog.com' or (1 and person.properties.email = 'timmy@posthog.com')"
         )
         expected = _expr("properties.email = 'jimmy@posthog.com' or properties.email = 'timmy@posthog.com'")
-        assert expected in actual.exprs
+        assert actual == expected
 
     def test_person_properties_andor_6(self):
         actual = self.get_clause(
             "SELECT * FROM events WHERE person.properties.email = 'jimmy@posthog.com' or (0 or person.properties.email = 'timmy@posthog.com')"
         )
         expected = _expr("properties.email = 'jimmy@posthog.com' or properties.email = 'timmy@posthog.com'")
-        assert expected in actual.exprs
+        assert actual == expected
 
     def test_person_properties_andor_7(self):
         actual = self.get_clause(
@@ -128,7 +129,7 @@ def test_person_properties_andor_8(self):
             "SELECT * FROM events WHERE event == '$pageview' and person.properties.email = 'jimmy@posthog.com'"
         )
         expected = _expr("properties.email = 'jimmy@posthog.com'")
-        assert expected in actual.exprs
+        assert actual == expected
 
     def test_person_properties_andor_9(self):
         actual = self.get_clause(
@@ -147,26 +148,21 @@ def test_person_properties_andor_11(self):
             "SELECT * FROM events WHERE properties.email = 'bla@posthog.com' and person.properties.email = 'jimmy@posthog.com'"
         )
         expected = _expr("properties.email = 'jimmy@posthog.com'")
-        assert expected in actual.exprs
-
-    def test_person_array(self):
-        actual = self.get_clause("SELECT * FROM events WHERE person.properties.email IN ['jimmy@posthog.com']")
-        expected = _expr("properties.email IN ['jimmy@posthog.com']")
-        assert expected in actual.exprs
+        assert actual == expected
 
     def test_person_properties_function_calls(self):
         actual = self.get_clause(
             "SELECT * FROM events WHERE properties.email = 'bla@posthog.com' and toString(person.properties.email) = 'jimmy@posthog.com'"
         )
         expected = _expr("toString(properties.email) = 'jimmy@posthog.com'")
-        assert expected in actual.exprs
+        assert actual == expected
 
     def test_person_properties_function_call_args(self):
         actual = self.get_clause(
             "SELECT * FROM events WHERE properties.email = 'bla@posthog.com' and substring(person.properties.email, 10) = 'jimmy@posthog.com'"
         )
         expected = _expr("substring(properties.email, 10) = 'jimmy@posthog.com'")
-        assert expected in actual.exprs
+        assert actual == expected
 
     def test_person_properties_function_call_args_complex(self):
         actual = self.get_clause(
@@ -183,12 +179,6 @@ def test_boolean(self):
         )
         actual = self.print_query("SELECT * FROM events WHERE person.properties.person_boolean = false")
         assert (
-            f"ifNull(equals(transform(toString(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties"
+            f"FROM person WHERE and(equals(person.team_id, {self.team.id}), ifNull(equals(transform(toString(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties"
             in actual
         )
-
-    def test_id_in(self):
-        actual = self.get_clause(
-            "SELECT * FROM events WHERE in(person.id, (SELECT person_id FROM (SELECT argMax(raw_person_distinct_ids.person_id, raw_person_distinct_ids.version) AS person_id, raw_person_distinct_ids.distinct_id AS distinct_id FROM raw_person_distinct_ids GROUP BY raw_person_distinct_ids.distinct_id HAVING equals(argMax(raw_person_distinct_ids.is_deleted, raw_person_distinct_ids.version), 0)) AS person_distinct_ids WHERE ilike(distinct_id, '%test%')))"
-        )
-        assert actual is None
diff --git a/posthog/hogql/database/schema/util/where_clause_extractor.py b/posthog/hogql/database/schema/util/where_clause_extractor.py
index b87906a9af519..9ed7be296f483 100644
--- a/posthog/hogql/database/schema/util/where_clause_extractor.py
+++ b/posthog/hogql/database/schema/util/where_clause_extractor.py
@@ -6,8 +6,7 @@
 from posthog.hogql.ast import CompareOperationOp, ArithmeticOperationOp
 from posthog.hogql.context import HogQLContext
 from posthog.hogql.database.models import DatabaseField, LazyJoinToAdd, LazyTableToAdd
-from posthog.hogql.errors import NotImplementedError, QueryError
-from posthog.hogql.functions.mapping import HOGQL_COMPARISON_MAPPING
+from posthog.hogql.errors import NotImplementedError
 
 from posthog.hogql.visitor import clone_expr, CloningVisitor, Visitor, TraversingVisitor
 
@@ -44,15 +43,13 @@ class WhereClauseExtractor(CloningVisitor):
     clear_types: bool = False
     clear_locations: bool = False
     capture_timestamp_comparisons: bool = False  # implement handle_timestamp_comparison if setting this to True
-    is_join: bool = False
     tracked_tables: list[ast.LazyTable | ast.LazyJoin]
     tombstone_string: str
 
-    def __init__(self, context: HogQLContext, is_join: Optional[bool] = False):
+    def __init__(self, context: HogQLContext):
         super().__init__()
         self.context = context
         self.tracked_tables = []
-        self.is_join = is_join or False
         # A constant with this string will be used to escape early if we can't handle the query
         self.tombstone_string = (
             "__TOMBSTONE__" + ("".join(random.choices(string.ascii_uppercase + string.digits, k=10))) + "__"
@@ -113,18 +110,10 @@ def visit_compare_operation(self, node: ast.CompareOperation) -> ast.Expr:
             if result:
                 return result
 
-        # if the comparison is negative and it's a join, we don't want to filter down as the outer query needs to be able to filter down results
-        if self.is_join and node.op in ast.NEGATED_COMPARE_OPS:
-            return ast.Constant(value=True)
-
         # Check if any of the fields are a field on our requested table
         if len(self.tracked_tables) > 0:
             left = self.visit(node.left)
             right = self.visit(node.right)
-
-            # Too complicated
-            if isinstance(node.right, ast.SelectQuery):
-                return ast.Constant(value=True)
             if has_tombstone(left, self.tombstone_string) or has_tombstone(right, self.tombstone_string):
                 return ast.Constant(value=self.tombstone_string)
             return ast.CompareOperation(op=node.op, left=left, right=right)
@@ -140,8 +129,6 @@ def visit_arithmetic_operation(self, node: ast.ArithmeticOperation) -> ast.Expr:
         return ast.Constant(value=True)
 
     def visit_not(self, node: ast.Not) -> ast.Expr:
-        if self.is_join:
-            return ast.Constant(value=True)
         response = self.visit(node.expr)
         if has_tombstone(response, self.tombstone_string):
             return ast.Constant(value=self.tombstone_string)
@@ -152,25 +139,43 @@ def visit_call(self, node: ast.Call) -> ast.Expr:
             return self.visit_and(ast.And(exprs=node.args))
         elif node.name == "or":
             return self.visit_or(ast.Or(exprs=node.args))
-        elif node.name == "not":
-            if self.is_join:
-                return ast.Constant(value=True)
-
-        elif node.name in HOGQL_COMPARISON_MAPPING:
-            op = HOGQL_COMPARISON_MAPPING[node.name]
-            if len(node.args) != 2:
-                raise QueryError(f"Comparison '{node.name}' requires exactly two arguments")
-            # We do "cleverer" logic with nullable types in visit_compare_operation
+        elif node.name == "greaterOrEquals":
             return self.visit_compare_operation(
-                ast.CompareOperation(
-                    left=node.args[0],
-                    right=node.args[1],
-                    op=op,
-                )
+                ast.CompareOperation(op=CompareOperationOp.GtEq, left=node.args[0], right=node.args[1])
+            )
+        elif node.name == "greater":
+            return self.visit_compare_operation(
+                ast.CompareOperation(op=CompareOperationOp.Gt, left=node.args[0], right=node.args[1])
+            )
+        elif node.name == "lessOrEquals":
+            return self.visit_compare_operation(
+                ast.CompareOperation(op=CompareOperationOp.LtEq, left=node.args[0], right=node.args[1])
+            )
+        elif node.name == "less":
+            return self.visit_compare_operation(
+                ast.CompareOperation(op=CompareOperationOp.Lt, left=node.args[0], right=node.args[1])
+            )
+        elif node.name == "equals":
+            return self.visit_compare_operation(
+                ast.CompareOperation(op=CompareOperationOp.Eq, left=node.args[0], right=node.args[1])
+            )
+        elif node.name == "like":
+            return self.visit_compare_operation(
+                ast.CompareOperation(op=CompareOperationOp.Like, left=node.args[0], right=node.args[1])
+            )
+        elif node.name == "notLike":
+            return self.visit_compare_operation(
+                ast.CompareOperation(op=CompareOperationOp.NotLike, left=node.args[0], right=node.args[1])
+            )
+        elif node.name == "ilike":
+            return self.visit_compare_operation(
+                ast.CompareOperation(op=CompareOperationOp.ILike, left=node.args[0], right=node.args[1])
+            )
+        elif node.name == "notIlike":
+            return self.visit_compare_operation(
+                ast.CompareOperation(op=CompareOperationOp.NotILike, left=node.args[0], right=node.args[1])
             )
-
         args = [self.visit(arg) for arg in node.args]
-
         if any(has_tombstone(arg, self.tombstone_string) for arg in args):
             return ast.Constant(value=self.tombstone_string)
         return ast.Call(name=node.name, args=args)
@@ -454,9 +459,6 @@ def visit_alias(self, node: ast.Alias) -> bool:
     def visit_tuple(self, node: ast.Tuple) -> bool:
         return all(self.visit(arg) for arg in node.exprs)
 
-    def visit_array(self, node: ast.Tuple) -> bool:
-        return all(self.visit(arg) for arg in node.exprs)
-
 
 def is_simple_timestamp_field_expression(expr: ast.Expr, context: HogQLContext, tombstone_string: str) -> bool:
     result = IsSimpleTimestampFieldExpressionVisitor(context, tombstone_string).visit(expr)
diff --git a/posthog/hogql/modifiers.py b/posthog/hogql/modifiers.py
index 710a3b3b5befb..42cb7f2f04433 100644
--- a/posthog/hogql/modifiers.py
+++ b/posthog/hogql/modifiers.py
@@ -7,6 +7,7 @@
     HogQLQueryModifiers,
     InCohortVia,
     MaterializationMode,
+    PersonsArgMaxVersion,
     BounceRatePageViewMode,
     PropertyGroupsMode,
     SessionTableVersion,
@@ -60,12 +61,18 @@ def set_default_modifier_values(modifiers: HogQLQueryModifiers, team: "Team"):
     if modifiers.personsOnEventsMode is None:
         modifiers.personsOnEventsMode = team.person_on_events_mode_flag_based_default
 
+    if modifiers.personsArgMaxVersion is None:
+        modifiers.personsArgMaxVersion = PersonsArgMaxVersion.AUTO
+
     if modifiers.inCohortVia is None:
         modifiers.inCohortVia = InCohortVia.AUTO
 
     if modifiers.materializationMode is None or modifiers.materializationMode == MaterializationMode.AUTO:
         modifiers.materializationMode = MaterializationMode.LEGACY_NULL_AS_NULL
 
+    if modifiers.optimizeJoinedFilters is None:
+        modifiers.optimizeJoinedFilters = False
+
     if modifiers.bounceRatePageViewMode is None:
         modifiers.bounceRatePageViewMode = BounceRatePageViewMode.COUNT_PAGEVIEWS
 
diff --git a/posthog/hogql/query.py b/posthog/hogql/query.py
index a979444f8c919..2516d8007d815 100644
--- a/posthog/hogql/query.py
+++ b/posthog/hogql/query.py
@@ -200,10 +200,6 @@ def execute_hogql_query(
                 modifiers={k: v for k, v in modifiers.model_dump().items() if v is not None} if modifiers else {},
             )
 
-            # Uncomment to print clickhouse SQL
-            # from posthog.clickhouse.client.escape import substitute_params
-            # print(substitute_params(clickhouse_sql, clickhouse_context.values))
-
             try:
                 results, types = sync_execute(
                     clickhouse_sql,
diff --git a/posthog/hogql/test/__snapshots__/test_query.ambr b/posthog/hogql/test/__snapshots__/test_query.ambr
index 46ac6d2fc1e3f..96bfad37a5a50 100644
--- a/posthog/hogql/test/__snapshots__/test_query.ambr
+++ b/posthog/hogql/test/__snapshots__/test_query.ambr
@@ -459,19 +459,16 @@
   
   SELECT DISTINCT persons.properties___sneaky_mail AS sneaky_mail 
   FROM (
-  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___sneaky_mail, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_1)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___random_uuid 
+  SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', '') AS properties___sneaky_mail, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_1)s), ''), 'null'), '^"|"$', '') AS properties___random_uuid 
   FROM person 
-  WHERE and(equals(person.team_id, 420), in(person.id, (
-  SELECT persons_where_optimization.id AS id 
-  FROM person AS persons_where_optimization 
-  WHERE and(equals(persons_where_optimization.team_id, 420), notIn(persons_where_optimization.id, (
-  SELECT person.id AS id 
+  WHERE and(equals(person.team_id, 420), ifNull(in(tuple(person.id, person.version), (
+  SELECT person.id AS id, max(person.version) AS version 
   FROM person 
-  WHERE and(equals(person.team_id, 420), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, %(hogql_val_2)s), ''), 'null'), '^"|"$', ''), %(hogql_val_3)s), 0))))) 
+  WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
-  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_4)s), person.version), plus(now64(6, %(hogql_val_5)s), toIntervalDay(1))), 0)) 
+  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_2)s), person.version), plus(now64(6, %(hogql_val_3)s), toIntervalDay(1))), 0)))), 0)) 
   SETTINGS optimize_aggregation_in_order=1) AS persons 
-  WHERE ifNull(equals(persons.properties___random_uuid, %(hogql_val_6)s), 0) 
+  WHERE ifNull(equals(persons.properties___random_uuid, %(hogql_val_4)s), 0) 
   LIMIT 100 
   SETTINGS readonly=2, max_execution_time=60, allow_experimental_object_type=1, format_csv_allow_double_quotes=0, max_ast_elements=4000000, max_expanded_ast_elements=4000000, max_bytes_before_external_group_by=0
   
@@ -541,11 +538,14 @@
   GROUP BY person_distinct_id2.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS e__pdi ON equals(e.distinct_id, e__pdi.distinct_id) LEFT JOIN (
-  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___sneaky_mail 
+  SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', '') AS properties___sneaky_mail 
+  FROM person 
+  WHERE and(equals(person.team_id, 420), ifNull(in(tuple(person.id, person.version), (
+  SELECT person.id AS id, max(person.version) AS version 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
-  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_1)s), person.version), plus(now64(6, %(hogql_val_2)s), toIntervalDay(1))), 0)) 
+  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_1)s), person.version), plus(now64(6, %(hogql_val_2)s), toIntervalDay(1))), 0)))), 0)) 
   SETTINGS optimize_aggregation_in_order=1) AS e__pdi__person ON equals(e__pdi.e__pdi___person_id, e__pdi__person.id) 
   WHERE equals(e.team_id, 420) 
   LIMIT 10 
@@ -599,11 +599,14 @@
   GROUP BY person_distinct_id2.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS events__pdi ON equals(events.distinct_id, events__pdi.distinct_id) LEFT JOIN (
-  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___sneaky_mail 
+  SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', '') AS properties___sneaky_mail 
+  FROM person 
+  WHERE and(equals(person.team_id, 420), ifNull(in(tuple(person.id, person.version), (
+  SELECT person.id AS id, max(person.version) AS version 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
-  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_1)s), person.version), plus(now64(6, %(hogql_val_2)s), toIntervalDay(1))), 0)) 
+  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_1)s), person.version), plus(now64(6, %(hogql_val_2)s), toIntervalDay(1))), 0)))), 0)) 
   SETTINGS optimize_aggregation_in_order=1) AS events__pdi__person ON equals(events__pdi.events__pdi___person_id, events__pdi__person.id) 
   WHERE equals(events.team_id, 420) 
   LIMIT 10 
@@ -628,11 +631,14 @@
   GROUP BY person_distinct_id2.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS e__pdi ON equals(e.distinct_id, e__pdi.distinct_id) LEFT JOIN (
-  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___sneaky_mail 
+  SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', '') AS properties___sneaky_mail 
+  FROM person 
+  WHERE and(equals(person.team_id, 420), ifNull(in(tuple(person.id, person.version), (
+  SELECT person.id AS id, max(person.version) AS version 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
-  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_1)s), person.version), plus(now64(6, %(hogql_val_2)s), toIntervalDay(1))), 0)) 
+  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_1)s), person.version), plus(now64(6, %(hogql_val_2)s), toIntervalDay(1))), 0)))), 0)) 
   SETTINGS optimize_aggregation_in_order=1) AS e__pdi__person ON equals(e__pdi.e__pdi___person_id, e__pdi__person.id) 
   WHERE equals(e.team_id, 420) 
   LIMIT 10 
@@ -657,11 +663,14 @@
   GROUP BY person_distinct_id2.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS s__pdi ON equals(s.distinct_id, s__pdi.distinct_id) LEFT JOIN (
-  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___sneaky_mail 
+  SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', '') AS properties___sneaky_mail 
+  FROM person 
+  WHERE and(equals(person.team_id, 420), ifNull(in(tuple(person.id, person.version), (
+  SELECT person.id AS id, max(person.version) AS version 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
-  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_1)s), person.version), plus(now64(6, %(hogql_val_2)s), toIntervalDay(1))), 0)) 
+  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_1)s), person.version), plus(now64(6, %(hogql_val_2)s), toIntervalDay(1))), 0)))), 0)) 
   SETTINGS optimize_aggregation_in_order=1) AS s__pdi__person ON equals(s__pdi.s__pdi___person_id, s__pdi__person.id) 
   WHERE equals(s.team_id, 420) 
   GROUP BY s__pdi__person.properties___sneaky_mail 
@@ -714,11 +723,14 @@
   GROUP BY person_distinct_id2.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS pdi LEFT JOIN (
-  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___sneaky_mail 
+  SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', '') AS properties___sneaky_mail 
+  FROM person 
+  WHERE and(equals(person.team_id, 420), ifNull(in(tuple(person.id, person.version), (
+  SELECT person.id AS id, max(person.version) AS version 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
-  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_1)s), person.version), plus(now64(6, %(hogql_val_2)s), toIntervalDay(1))), 0)) 
+  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_1)s), person.version), plus(now64(6, %(hogql_val_2)s), toIntervalDay(1))), 0)))), 0)) 
   SETTINGS optimize_aggregation_in_order=1) AS pdi__person ON equals(pdi.pdi___person_id, pdi__person.id) 
   LIMIT 10 
   SETTINGS readonly=2, max_execution_time=60, allow_experimental_object_type=1, format_csv_allow_double_quotes=0, max_ast_elements=4000000, max_expanded_ast_elements=4000000, max_bytes_before_external_group_by=0
@@ -742,7 +754,7 @@
   GROUP BY person_distinct_id2.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS pdi LEFT JOIN (
-  SELECT person.id AS id, argMax(toTimeZone(person.created_at, %(hogql_val_0)s), person.version) AS created_at 
+  SELECT argMax(toTimeZone(person.created_at, %(hogql_val_0)s), person.version) AS created_at, person.id AS id 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
@@ -770,11 +782,14 @@
   GROUP BY person_distinct_id2.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS pdi ON equals(pdi.distinct_id, e.distinct_id) LEFT JOIN (
-  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___sneaky_mail 
+  SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', '') AS properties___sneaky_mail 
+  FROM person 
+  WHERE and(equals(person.team_id, 420), ifNull(in(tuple(person.id, person.version), (
+  SELECT person.id AS id, max(person.version) AS version 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
-  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_1)s), person.version), plus(now64(6, %(hogql_val_2)s), toIntervalDay(1))), 0)) 
+  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_1)s), person.version), plus(now64(6, %(hogql_val_2)s), toIntervalDay(1))), 0)))), 0)) 
   SETTINGS optimize_aggregation_in_order=1) AS p ON equals(p.id, pdi.person_id) 
   WHERE equals(e.team_id, 420) 
   LIMIT 100 
@@ -821,11 +836,14 @@
   GROUP BY person_distinct_id_overrides.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id) LEFT JOIN (
-  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___sneaky_mail 
+  SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', '') AS properties___sneaky_mail 
+  FROM person 
+  WHERE and(equals(person.team_id, 420), ifNull(in(tuple(person.id, person.version), (
+  SELECT person.id AS id, max(person.version) AS version 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
-  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_1)s), person.version), plus(now64(6, %(hogql_val_2)s), toIntervalDay(1))), 0)) 
+  HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_1)s), person.version), plus(now64(6, %(hogql_val_2)s), toIntervalDay(1))), 0)))), 0)) 
   SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id) 
   WHERE equals(events.team_id, 420) 
   LIMIT 10 
diff --git a/posthog/hogql/test/test_modifiers.py b/posthog/hogql/test/test_modifiers.py
index 83c0e72572b11..5c4f235d49080 100644
--- a/posthog/hogql/test/test_modifiers.py
+++ b/posthog/hogql/test/test_modifiers.py
@@ -5,6 +5,7 @@
 from posthog.models import Cohort
 from posthog.schema import (
     HogQLQueryModifiers,
+    PersonsArgMaxVersion,
     PersonsOnEventsMode,
     MaterializationMode,
 )
@@ -154,6 +155,50 @@ class TestCase(NamedTuple):
             for value in test_case.other_expected_values:
                 assert value in clickhouse_query
 
+    def test_modifiers_persons_argmax_version_v2(self):
+        query = "SELECT * FROM persons"
+
+        # Control (v1)
+        response = execute_hogql_query(
+            query,
+            team=self.team,
+            modifiers=HogQLQueryModifiers(personsArgMaxVersion=PersonsArgMaxVersion.V1),
+        )
+        assert "in(tuple(person.id, person.version)" not in response.clickhouse
+
+        # Test (v2)
+        response = execute_hogql_query(
+            query,
+            team=self.team,
+            modifiers=HogQLQueryModifiers(personsArgMaxVersion=PersonsArgMaxVersion.V2),
+        )
+        assert "in(tuple(person.id, person.version)" in response.clickhouse
+
+    def test_modifiers_persons_argmax_version_auto(self):
+        # Use the v2 query when selecting properties.x
+        response = execute_hogql_query(
+            "SELECT id, properties.$browser, is_identified FROM persons",
+            team=self.team,
+            modifiers=HogQLQueryModifiers(personsArgMaxVersion=PersonsArgMaxVersion.AUTO),
+        )
+        assert "in(tuple(person.id, person.version)" in response.clickhouse
+
+        # Use the v2 query when selecting properties
+        response = execute_hogql_query(
+            "SELECT id, properties FROM persons",
+            team=self.team,
+            modifiers=HogQLQueryModifiers(personsArgMaxVersion=PersonsArgMaxVersion.AUTO),
+        )
+        assert "in(tuple(person.id, person.version)" in response.clickhouse
+
+        # Use the v1 query when not selecting any properties
+        response = execute_hogql_query(
+            "SELECT id, is_identified FROM persons",
+            team=self.team,
+            modifiers=HogQLQueryModifiers(personsArgMaxVersion=PersonsArgMaxVersion.AUTO),
+        )
+        assert "in(tuple(person.id, person.version)" not in response.clickhouse
+
     def test_modifiers_in_cohort_join(self):
         cohort = Cohort.objects.create(team=self.team, name="test")
         response = execute_hogql_query(
@@ -218,3 +263,26 @@ def test_modifiers_materialization_mode(self):
             "SELECT replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, %(hogql_val_0)s), ''), 'null'), '^\"|\"$', '') AS `$browser` FROM events"
             in response.clickhouse
         )
+
+    def test_optimize_joined_filters(self):
+        # no optimizations
+        response = execute_hogql_query(
+            f"select event from events where person.properties.$browser ilike '%Chrome%'",
+            team=self.team,
+            modifiers=HogQLQueryModifiers(optimizeJoinedFilters=False),
+        )
+        # "ilike" shows up once in the response
+        assert response is not None
+        assert response.clickhouse is not None
+        assert response.clickhouse.count("ilike") == 1
+
+        # with optimizations
+        response = execute_hogql_query(
+            f"select event from events where person.properties.$browser ilike '%Chrome%'",
+            team=self.team,
+            modifiers=HogQLQueryModifiers(optimizeJoinedFilters=True),
+        )
+        # "ilike" shows up twice in the response
+        assert response is not None
+        assert response.clickhouse is not None
+        assert response.clickhouse.count("ilike") == 2
diff --git a/posthog/hogql/test/test_printer.py b/posthog/hogql/test/test_printer.py
index 4eb13c3ef64e4..021dee3bcf947 100644
--- a/posthog/hogql/test/test_printer.py
+++ b/posthog/hogql/test/test_printer.py
@@ -20,6 +20,7 @@
 from posthog.schema import (
     HogQLQueryModifiers,
     MaterializationMode,
+    PersonsArgMaxVersion,
     PersonsOnEventsMode,
     PropertyGroupsMode,
 )
@@ -1106,24 +1107,94 @@ def test_select_sample(self):
             context = HogQLContext(
                 team_id=self.team.pk,
                 enable_select_queries=True,
+                modifiers=HogQLQueryModifiers(personsArgMaxVersion=PersonsArgMaxVersion.V2),
             )
             query = self._select(
                 "SELECT events.event FROM events SAMPLE 2/78 OFFSET 999 JOIN persons ON persons.id=events.person_id",
                 context,
             )
-            self.assertIn("FROM events SAMPLE 2/78 OFFSET 999", query)
+            self.assertEqual(
+                query,
+                f"SELECT events.event AS event FROM events SAMPLE 2/78 OFFSET 999 LEFT OUTER JOIN (SELECT "
+                "argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, "
+                "person_distinct_id_overrides.distinct_id AS distinct_id FROM person_distinct_id_overrides WHERE "
+                f"equals(person_distinct_id_overrides.team_id, {self.team.pk}) GROUP BY person_distinct_id_overrides.distinct_id "
+                "HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) "
+                "SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id) "
+                f"JOIN (SELECT person.id AS id FROM person WHERE and(equals(person.team_id, {self.team.pk}), "
+                "ifNull(in(tuple(person.id, person.version), (SELECT person.id AS id, max(person.version) AS version "
+                f"FROM person WHERE equals(person.team_id, {self.team.pk}) GROUP BY person.id "
+                "HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), "
+                "ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_0)s), person.version), "
+                "plus(now64(6, %(hogql_val_1)s), toIntervalDay(1))), 0)))), 0)) "
+                "SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, if(not(empty(events__override.distinct_id)), "
+                f"events__override.person_id, events.person_id)) WHERE equals(events.team_id, {self.team.pk}) LIMIT {MAX_SELECT_RETURNED_ROWS}",
+            )
 
             context = HogQLContext(
                 team_id=self.team.pk,
                 enable_select_queries=True,
+                modifiers=HogQLQueryModifiers(personsArgMaxVersion=PersonsArgMaxVersion.V2),
             )
-            query = self._select(
-                "SELECT events.event FROM events SAMPLE 2/78 OFFSET 999 JOIN persons SAMPLE 0.1 ON persons.id=events.person_id",
+            self.assertEqual(
+                self._select(
+                    "SELECT events.event FROM events SAMPLE 2/78 OFFSET 999 JOIN persons SAMPLE 0.1 ON persons.id=events.person_id",
+                    context,
+                ),
+                f"SELECT events.event AS event FROM events SAMPLE 2/78 OFFSET 999 LEFT OUTER JOIN (SELECT "
+                "argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, "
+                "person_distinct_id_overrides.distinct_id AS distinct_id FROM person_distinct_id_overrides WHERE "
+                f"equals(person_distinct_id_overrides.team_id, {self.team.pk}) GROUP BY person_distinct_id_overrides.distinct_id "
+                "HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) "
+                "SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id) "
+                f"JOIN (SELECT person.id AS id FROM person WHERE and(equals(person.team_id, {self.team.pk}), "
+                "ifNull(in(tuple(person.id, person.version), (SELECT person.id AS id, max(person.version) AS version "
+                f"FROM person WHERE equals(person.team_id, {self.team.pk}) GROUP BY person.id "
+                "HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), "
+                "ifNull(less(argMax(toTimeZone(person.created_at, %(hogql_val_0)s), person.version), "
+                "plus(now64(6, %(hogql_val_1)s), toIntervalDay(1))), 0)))), 0)) "
+                "SETTINGS optimize_aggregation_in_order=1) AS persons SAMPLE 0.1 ON equals(persons.id, if(not(empty(events__override.distinct_id)), "
+                f"events__override.person_id, events.person_id)) WHERE equals(events.team_id, {self.team.pk}) LIMIT {MAX_SELECT_RETURNED_ROWS}",
+            )
+
+        with override_settings(PERSON_ON_EVENTS_OVERRIDE=True, PERSON_ON_EVENTS_V2_OVERRIDE=False):
+            context = HogQLContext(
+                team_id=self.team.pk,
+                enable_select_queries=True,
+                modifiers=HogQLQueryModifiers(personsArgMaxVersion=PersonsArgMaxVersion.V2),
+            )
+            expected = self._select(
+                "SELECT events.event FROM events SAMPLE 2/78 OFFSET 999 JOIN persons ON persons.id=events.person_id",
                 context,
             )
+            self.assertEqual(
+                expected,
+                f"SELECT events.event AS event FROM events SAMPLE 2/78 OFFSET 999 JOIN (SELECT person.id AS id FROM person WHERE "
+                f"and(equals(person.team_id, {self.team.pk}), ifNull(in(tuple(person.id, person.version), (SELECT person.id AS id, "
+                f"max(person.version) AS version FROM person WHERE equals(person.team_id, {self.team.pk}) GROUP BY person.id "
+                f"HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, "
+                f"%(hogql_val_0)s), person.version), plus(now64(6, %(hogql_val_1)s), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) "
+                f"AS persons ON equals(persons.id, events.person_id) WHERE equals(events.team_id, {self.team.pk}) LIMIT {MAX_SELECT_RETURNED_ROWS}",
+            )
 
-            self.assertIn("FROM events SAMPLE 2/78 OFFSET 999", query)
-            self.assertIn("AS persons SAMPLE 0.1 ON", query)
+            context = HogQLContext(
+                team_id=self.team.pk,
+                enable_select_queries=True,
+                modifiers=HogQLQueryModifiers(personsArgMaxVersion=PersonsArgMaxVersion.V2),
+            )
+            expected = self._select(
+                "SELECT events.event FROM events SAMPLE 2/78 OFFSET 999 JOIN persons SAMPLE 0.1 ON persons.id=events.person_id",
+                context,
+            )
+            self.assertEqual(
+                expected,
+                f"SELECT events.event AS event FROM events SAMPLE 2/78 OFFSET 999 JOIN (SELECT person.id AS id FROM person WHERE "
+                f"and(equals(person.team_id, {self.team.pk}), ifNull(in(tuple(person.id, person.version), (SELECT person.id AS id, "
+                f"max(person.version) AS version FROM person WHERE equals(person.team_id, {self.team.pk}) GROUP BY person.id "
+                f"HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, "
+                f"%(hogql_val_0)s), person.version), plus(now64(6, %(hogql_val_1)s), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) "
+                f"AS persons SAMPLE 0.1 ON equals(persons.id, events.person_id) WHERE equals(events.team_id, {self.team.pk}) LIMIT {MAX_SELECT_RETURNED_ROWS}",
+            )
 
     def test_count_distinct(self):
         self.assertEqual(
@@ -1895,10 +1966,7 @@ def test_inline_persons(self):
             dialect="clickhouse",
             settings=HogQLGlobalSettings(max_execution_time=10),
         )
-        assert (
-            f"AS id FROM person WHERE and(equals(person.team_id, {self.team.pk}), in(person.id, tuple(1, 2, 3)))"
-            in printed
-        )
+        assert f"AS id FROM person WHERE and(equals(person.team_id, {self.team.pk}), in(id, tuple(1, 2, 3)))" in printed
 
     def test_dont_inline_persons(self):
         query = parse_select(
@@ -1925,10 +1993,7 @@ def test_inline_persons_alias(self):
             dialect="clickhouse",
             settings=HogQLGlobalSettings(max_execution_time=10),
         )
-        assert (
-            f"AS id FROM person WHERE and(equals(person.team_id, {self.team.pk}), in(person.id, tuple(1, 2, 3)))"
-            in printed
-        )
+        assert f"AS id FROM person WHERE and(equals(person.team_id, {self.team.pk}), in(id, tuple(1, 2, 3)))" in printed
 
     def test_two_joins(self):
         query = parse_select(
@@ -1944,14 +2009,8 @@ def test_two_joins(self):
             dialect="clickhouse",
             settings=HogQLGlobalSettings(max_execution_time=10),
         )
-        assert (
-            f"AS id FROM person WHERE and(equals(person.team_id, {self.team.pk}), in(person.id, tuple(1, 2, 3)))"
-            in printed
-        )
-        assert (
-            f"AS id FROM person WHERE and(equals(person.team_id, {self.team.pk}), in(person.id, tuple(4, 5, 6)))"
-            in printed
-        )
+        assert f"AS id FROM person WHERE and(equals(person.team_id, {self.team.pk}), in(id, tuple(1, 2, 3)))" in printed
+        assert f"AS id FROM person WHERE and(equals(person.team_id, {self.team.pk}), in(id, tuple(4, 5, 6)))" in printed
 
     def test_two_clauses(self):
         query = parse_select(
@@ -1968,10 +2027,7 @@ def test_two_clauses(self):
             settings=HogQLGlobalSettings(max_execution_time=10),
         )
         assert (
-            f"AS id FROM person WHERE and(equals(person.team_id, {self.team.pk}), in(person.id, tuple(7, 8, 9)), in(person.id, tuple(1, 2, 3)))"
-            in printed
-        )
-        assert (
-            f"AS id FROM person WHERE and(equals(person.team_id, {self.team.pk}), in(person.id, tuple(4, 5, 6)))"
+            f"AS id FROM person WHERE and(equals(person.team_id, {self.team.pk}), in(id, tuple(7, 8, 9)), in(id, tuple(1, 2, 3)))"
             in printed
         )
+        assert f"AS id FROM person WHERE and(equals(person.team_id, {self.team.pk}), in(id, tuple(4, 5, 6)))" in printed
diff --git a/posthog/hogql/transforms/test/__snapshots__/test_lazy_tables.ambr b/posthog/hogql/transforms/test/__snapshots__/test_lazy_tables.ambr
index eaf024ade223b..a447055b84d04 100644
--- a/posthog/hogql/transforms/test/__snapshots__/test_lazy_tables.ambr
+++ b/posthog/hogql/transforms/test/__snapshots__/test_lazy_tables.ambr
@@ -23,7 +23,7 @@
   
   SELECT persons__events.event AS event 
   FROM (
-  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS persons___properties___email 
+  SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS persons___properties___email, person.id AS id 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
@@ -45,7 +45,7 @@
   WHERE and(equals(cohortpeople.team_id, 420), 0)) AS cohort_people LEFT JOIN (
   SELECT persons.id AS id, persons.properties___email AS cohort_people__new_person___properties___email 
   FROM (
-  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___email 
+  SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___email, person.id AS id 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
@@ -59,7 +59,7 @@
   
   SELECT persons.id AS id, persons.properties___email AS email, persons.`properties___$browser` AS `$browser` 
   FROM (
-  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___email, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_1)s), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser` 
+  SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___email, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_1)s), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`, person.id AS id 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
@@ -79,7 +79,7 @@
   GROUP BY person_distinct_id_overrides.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id) LEFT JOIN (
-  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___email 
+  SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___email, person.id AS id 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
@@ -100,7 +100,7 @@
   GROUP BY person_distinct_id_overrides.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id) LEFT JOIN (
-  SELECT person.id AS id, argMax(person.properties, person.version) AS properties 
+  SELECT argMax(person.properties, person.version) AS properties, person.id AS id 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
@@ -157,7 +157,7 @@
   GROUP BY person_distinct_id2.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS person_distinct_ids LEFT JOIN (
-  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser` 
+  SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`, person.id AS id 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
@@ -177,7 +177,7 @@
   GROUP BY person_distinct_id2.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS person_distinct_ids LEFT JOIN (
-  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s, %(hogql_val_1)s, %(hogql_val_2)s), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser___in___json` 
+  SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s, %(hogql_val_1)s, %(hogql_val_2)s), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser___in___json`, person.id AS id 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
@@ -233,7 +233,7 @@
   GROUP BY person_distinct_id2.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS events__pdi ON equals(events.distinct_id, events__pdi.distinct_id) LEFT JOIN (
-  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser` 
+  SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`, person.id AS id 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
@@ -254,7 +254,7 @@
   GROUP BY person_distinct_id_overrides.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id) LEFT JOIN (
-  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___name, argMax(person.properties, person.version) AS properties 
+  SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS properties___name, argMax(person.properties, person.version) AS properties, person.id AS id 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
diff --git a/posthog/hogql/transforms/test/__snapshots__/test_property_types.ambr b/posthog/hogql/transforms/test/__snapshots__/test_property_types.ambr
index 1f89a22c1d04a..c0c2e1a610370 100644
--- a/posthog/hogql/transforms/test/__snapshots__/test_property_types.ambr
+++ b/posthog/hogql/transforms/test/__snapshots__/test_property_types.ambr
@@ -4,7 +4,7 @@
   
   SELECT persons__extended_properties.string_prop AS string_prop, persons__extended_properties.int_prop AS int_prop, transform(toString(persons__extended_properties.bool_prop), %(hogql_val_8)s, %(hogql_val_9)s, NULL) AS bool_prop 
   FROM (
-  SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS persons___properties___email 
+  SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), person.version) AS persons___properties___email, person.id AS id 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
@@ -53,7 +53,7 @@
   GROUP BY person_distinct_id_overrides.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id) LEFT JOIN (
-  SELECT person.id AS id, argMax(accurateCastOrNull(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), %(hogql_val_1)s), person.version) AS properties___tickets 
+  SELECT argMax(accurateCastOrNull(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), %(hogql_val_1)s), person.version) AS properties___tickets, person.id AS id 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
@@ -83,7 +83,7 @@
   GROUP BY person_distinct_id_overrides.distinct_id 
   HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) 
   SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id) LEFT JOIN (
-  SELECT person.id AS id, argMax(parseDateTime64BestEffortOrNull(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), 6, %(hogql_val_1)s), person.version) AS properties___provided_timestamp 
+  SELECT argMax(parseDateTime64BestEffortOrNull(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, %(hogql_val_0)s), ''), 'null'), '^"|"$', ''), 6, %(hogql_val_1)s), person.version) AS properties___provided_timestamp, person.id AS id 
   FROM person 
   WHERE equals(person.team_id, 420) 
   GROUP BY person.id 
diff --git a/posthog/hogql_queries/ai/test/__snapshots__/test_actors_property_taxonomy_query_runner.ambr b/posthog/hogql_queries/ai/test/__snapshots__/test_actors_property_taxonomy_query_runner.ambr
index 11f10398b6ae2..a0724393e1fe3 100644
--- a/posthog/hogql_queries/ai/test/__snapshots__/test_actors_property_taxonomy_query_runner.ambr
+++ b/posthog/hogql_queries/ai/test/__snapshots__/test_actors_property_taxonomy_query_runner.ambr
@@ -81,12 +81,15 @@
     (SELECT DISTINCT persons.properties___email AS prop
      FROM
        (SELECT person.id AS id,
-               argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email,
-               argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+               replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email,
+               toTimeZone(person.created_at, 'UTC') AS created_at
         FROM person
-        WHERE equals(person.team_id, 2)
-        GROUP BY person.id
-        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
+        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                         (SELECT person.id AS id, max(person.version) AS version
+                                                          FROM person
+                                                          WHERE equals(person.team_id, 2)
+                                                          GROUP BY person.id
+                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
      WHERE isNotNull(prop)
      ORDER BY persons.created_at DESC)
   LIMIT 100 SETTINGS readonly=2,
@@ -105,12 +108,15 @@
     (SELECT DISTINCT persons.`properties___does not exist` AS prop
      FROM
        (SELECT person.id AS id,
-               argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'does not exist'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___does not exist`,
-               argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+               replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'does not exist'), ''), 'null'), '^"|"$', '') AS `properties___does not exist`,
+               toTimeZone(person.created_at, 'UTC') AS created_at
         FROM person
-        WHERE equals(person.team_id, 2)
-        GROUP BY person.id
-        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
+        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                         (SELECT person.id AS id, max(person.version) AS version
+                                                          FROM person
+                                                          WHERE equals(person.team_id, 2)
+                                                          GROUP BY person.id
+                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
      WHERE isNotNull(prop)
      ORDER BY persons.created_at DESC)
   LIMIT 100 SETTINGS readonly=2,
@@ -129,12 +135,15 @@
     (SELECT DISTINCT persons.properties___age AS prop
      FROM
        (SELECT person.id AS id,
-               argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', ''), person.version) AS properties___age,
-               argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+               replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', '') AS properties___age,
+               toTimeZone(person.created_at, 'UTC') AS created_at
         FROM person
-        WHERE equals(person.team_id, 2)
-        GROUP BY person.id
-        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
+        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                         (SELECT person.id AS id, max(person.version) AS version
+                                                          FROM person
+                                                          WHERE equals(person.team_id, 2)
+                                                          GROUP BY person.id
+                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
      WHERE isNotNull(prop)
      ORDER BY persons.created_at DESC)
   LIMIT 100 SETTINGS readonly=2,
diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel.ambr
index fb6f9d4cc1fee..8c5b1b85d1b2e 100644
--- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel.ambr
+++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel.ambr
@@ -185,8 +185,8 @@
      WHERE ifNull(in(steps, [2, 3]), 0)
      ORDER BY aggregation_target ASC) AS source
   INNER JOIN
-    (SELECT person.id AS id,
-            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
+            person.id AS id
      FROM person
      WHERE equals(person.team_id, 2)
      GROUP BY person.id
@@ -479,18 +479,15 @@
                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                        LEFT JOIN
                          (SELECT person.id AS id,
-                                 argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email,
-                                 argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', ''), person.version) AS properties___age
+                                 replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email,
+                                 replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', '') AS properties___age
                           FROM person
-                          WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                    (SELECT persons_where_optimization.id AS id
-                                                                     FROM person AS persons_where_optimization
-                                                                     WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                      (SELECT person.id AS id
-                                                                                                                                       FROM person
-                                                                                                                                       WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), or(and(ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.com%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '20'), 0)), ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.org%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '28'), 0))))))
-                          GROUP BY person.id
-                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                          WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                           (SELECT person.id AS id, max(person.version) AS version
+                                                                            FROM person
+                                                                            WHERE equals(person.team_id, 2)
+                                                                            GROUP BY person.id
+                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                        WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-07-01 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('$pageview', 'user signed up')), or(and(ifNull(ilike(e__person.properties___email, '%.com%'), 0), ifNull(equals(e__person.properties___age, '20'), 0)), or(ifNull(ilike(e__person.properties___email, '%.org%'), 0), ifNull(equals(e__person.properties___age, '28'), 0)))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0)))))))
            WHERE ifNull(equals(step_0, 1), 0)))
      GROUP BY aggregation_target,
@@ -589,18 +586,15 @@
                              HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                           LEFT JOIN
                             (SELECT person.id AS id,
-                                    argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email,
-                                    argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', ''), person.version) AS properties___age
+                                    replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email,
+                                    replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', '') AS properties___age
                              FROM person
-                             WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                       (SELECT persons_where_optimization.id AS id
-                                                                        FROM person AS persons_where_optimization
-                                                                        WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                         (SELECT person.id AS id
-                                                                                                                                          FROM person
-                                                                                                                                          WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), or(and(ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.com%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '20'), 0)), ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.org%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '28'), 0))))))
-                             GROUP BY person.id
-                             HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                             WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                              (SELECT person.id AS id, max(person.version) AS version
+                                                                               FROM person
+                                                                               WHERE equals(person.team_id, 2)
+                                                                               GROUP BY person.id
+                                                                               HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                           WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-07-01 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('$pageview', 'user signed up')), or(and(ifNull(ilike(e__person.properties___email, '%.com%'), 0), ifNull(equals(e__person.properties___age, '20'), 0)), or(ifNull(ilike(e__person.properties___email, '%.org%'), 0), ifNull(equals(e__person.properties___age, '28'), 0)))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0)))))))
               WHERE ifNull(equals(step_0, 1), 0)))
         GROUP BY aggregation_target,
@@ -610,8 +604,8 @@
      WHERE ifNull(in(steps, [1, 2, 3]), 0)
      ORDER BY aggregation_target ASC) AS source
   INNER JOIN
-    (SELECT person.id AS id,
-            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
+            person.id AS id
      FROM person
      WHERE equals(person.team_id, 2)
      GROUP BY person.id
@@ -710,18 +704,15 @@
                              HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                           LEFT JOIN
                             (SELECT person.id AS id,
-                                    argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email,
-                                    argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', ''), person.version) AS properties___age
+                                    replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email,
+                                    replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', '') AS properties___age
                              FROM person
-                             WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                       (SELECT persons_where_optimization.id AS id
-                                                                        FROM person AS persons_where_optimization
-                                                                        WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                         (SELECT person.id AS id
-                                                                                                                                          FROM person
-                                                                                                                                          WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), or(and(ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.com%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '20'), 0)), ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.org%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '28'), 0))))))
-                             GROUP BY person.id
-                             HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                             WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                              (SELECT person.id AS id, max(person.version) AS version
+                                                                               FROM person
+                                                                               WHERE equals(person.team_id, 2)
+                                                                               GROUP BY person.id
+                                                                               HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                           WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-07-01 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('$pageview', 'user signed up')), or(and(ifNull(ilike(e__person.properties___email, '%.com%'), 0), ifNull(equals(e__person.properties___age, '20'), 0)), or(ifNull(ilike(e__person.properties___email, '%.org%'), 0), ifNull(equals(e__person.properties___age, '28'), 0)))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0)))))))
               WHERE ifNull(equals(step_0, 1), 0)))
         GROUP BY aggregation_target,
@@ -731,8 +722,8 @@
      WHERE ifNull(in(steps, [2, 3]), 0)
      ORDER BY aggregation_target ASC) AS source
   INNER JOIN
-    (SELECT person.id AS id,
-            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
+            person.id AS id
      FROM person
      WHERE equals(person.team_id, 2)
      GROUP BY person.id
@@ -831,18 +822,15 @@
                              HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                           LEFT JOIN
                             (SELECT person.id AS id,
-                                    argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email,
-                                    argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', ''), person.version) AS properties___age
+                                    replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email,
+                                    replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', '') AS properties___age
                              FROM person
-                             WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                       (SELECT persons_where_optimization.id AS id
-                                                                        FROM person AS persons_where_optimization
-                                                                        WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                         (SELECT person.id AS id
-                                                                                                                                          FROM person
-                                                                                                                                          WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), or(and(ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.com%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '20'), 0)), ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.org%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '28'), 0))))))
-                             GROUP BY person.id
-                             HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                             WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                              (SELECT person.id AS id, max(person.version) AS version
+                                                                               FROM person
+                                                                               WHERE equals(person.team_id, 2)
+                                                                               GROUP BY person.id
+                                                                               HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                           WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-07-01 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('$pageview', 'user signed up')), or(and(ifNull(ilike(e__person.properties___email, '%.com%'), 0), ifNull(equals(e__person.properties___age, '20'), 0)), or(ifNull(ilike(e__person.properties___email, '%.org%'), 0), ifNull(equals(e__person.properties___age, '28'), 0)))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0)))))))
               WHERE ifNull(equals(step_0, 1), 0)))
         GROUP BY aggregation_target,
@@ -852,8 +840,8 @@
      WHERE ifNull(in(steps, [3]), 0)
      ORDER BY aggregation_target ASC) AS source
   INNER JOIN
-    (SELECT person.id AS id,
-            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
+            person.id AS id
      FROM person
      WHERE equals(person.team_id, 2)
      GROUP BY person.id
diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation.ambr
index 8ee62ceadae10..be8b077d2fca2 100644
--- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation.ambr
+++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation.ambr
@@ -228,11 +228,14 @@
                persons.properties AS person_props
         FROM
           (SELECT person.id AS id,
-                  argMax(person.properties, person.version) AS properties
+                  person.properties AS properties
            FROM person
-           WHERE equals(person.team_id, 2)
-           GROUP BY person.id
-           HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons) AS persons ON equals(persons.id, funnel_actors.actor_id)) AS aggregation_target_with_props
+           WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                            (SELECT person.id AS id, max(person.version) AS version
+                                                             FROM person
+                                                             WHERE equals(person.team_id, 2)
+                                                             GROUP BY person.id
+                                                             HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons) AS persons ON equals(persons.id, funnel_actors.actor_id)) AS aggregation_target_with_props
   GROUP BY (aggregation_target_with_props.prop).1, (aggregation_target_with_props.prop).2
   HAVING ifNull(notIn((aggregation_target_with_props.prop).1, []), 0)
   LIMIT 100
@@ -407,17 +410,14 @@
                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                        LEFT JOIN
                          (SELECT person.id AS id,
-                                 argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
+                                 replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
                           FROM person
-                          WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                    (SELECT persons_where_optimization.id AS id
-                                                                     FROM person AS persons_where_optimization
-                                                                     WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                      (SELECT person.id AS id
-                                                                                                                                       FROM person
-                                                                                                                                       WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Positive'), 0)))))
-                          GROUP BY person.id
-                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                          WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                           (SELECT person.id AS id, max(person.version) AS version
+                                                                            FROM person
+                                                                            WHERE equals(person.team_id, 2)
+                                                                            GROUP BY person.id
+                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                        WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                  WHERE ifNull(equals(step_0, 1), 0)))
            GROUP BY aggregation_target,
@@ -432,7 +432,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -460,17 +460,14 @@
                                                                         GROUP BY person_distinct_id_overrides.distinct_id
                                                                         HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                                      LEFT JOIN
-                                                                       (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
+                                                                       (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
                                                                         FROM person
-                                                                        WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                  (SELECT persons_where_optimization.id AS id
-                                                                                                                   FROM person AS persons_where_optimization
-                                                                                                                   WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                                    (SELECT person.id AS id
-                                                                                                                                                                                     FROM person
-                                                                                                                                                                                     WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Positive'), 0)))))
-                                                                        GROUP BY person.id
-                                                                        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                                        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                         (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                          FROM person
+                                                                                                                          WHERE equals(person.team_id, 2)
+                                                                                                                          GROUP BY person.id
+                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                                      WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                                                                WHERE ifNull(equals(step_0, 1), 0)))
                                                          GROUP BY aggregation_target, steps
@@ -604,17 +601,14 @@
                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                        LEFT JOIN
                          (SELECT person.id AS id,
-                                 argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
+                                 replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
                           FROM person
-                          WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                    (SELECT persons_where_optimization.id AS id
-                                                                     FROM person AS persons_where_optimization
-                                                                     WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                      (SELECT person.id AS id
-                                                                                                                                       FROM person
-                                                                                                                                       WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Positive'), 0)))))
-                          GROUP BY person.id
-                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                          WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                           (SELECT person.id AS id, max(person.version) AS version
+                                                                            FROM person
+                                                                            WHERE equals(person.team_id, 2)
+                                                                            GROUP BY person.id
+                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                        WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                  WHERE ifNull(equals(step_0, 1), 0)))
            GROUP BY aggregation_target,
@@ -629,7 +623,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -657,17 +651,14 @@
                                                                         GROUP BY person_distinct_id_overrides.distinct_id
                                                                         HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                                      LEFT JOIN
-                                                                       (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
+                                                                       (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
                                                                         FROM person
-                                                                        WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                  (SELECT persons_where_optimization.id AS id
-                                                                                                                   FROM person AS persons_where_optimization
-                                                                                                                   WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                                    (SELECT person.id AS id
-                                                                                                                                                                                     FROM person
-                                                                                                                                                                                     WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Positive'), 0)))))
-                                                                        GROUP BY person.id
-                                                                        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                                        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                         (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                          FROM person
+                                                                                                                          WHERE equals(person.team_id, 2)
+                                                                                                                          GROUP BY person.id
+                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                                      WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                                                                WHERE ifNull(equals(step_0, 1), 0)))
                                                          GROUP BY aggregation_target, steps
@@ -801,17 +792,14 @@
                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                        LEFT JOIN
                          (SELECT person.id AS id,
-                                 argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
+                                 replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
                           FROM person
-                          WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                    (SELECT persons_where_optimization.id AS id
-                                                                     FROM person AS persons_where_optimization
-                                                                     WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                      (SELECT person.id AS id
-                                                                                                                                       FROM person
-                                                                                                                                       WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Negative'), 0)))))
-                          GROUP BY person.id
-                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                          WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                           (SELECT person.id AS id, max(person.version) AS version
+                                                                            FROM person
+                                                                            WHERE equals(person.team_id, 2)
+                                                                            GROUP BY person.id
+                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                        WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                  WHERE ifNull(equals(step_0, 1), 0)))
            GROUP BY aggregation_target,
@@ -826,7 +814,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -854,17 +842,14 @@
                                                                         GROUP BY person_distinct_id_overrides.distinct_id
                                                                         HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                                      LEFT JOIN
-                                                                       (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
+                                                                       (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
                                                                         FROM person
-                                                                        WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                  (SELECT persons_where_optimization.id AS id
-                                                                                                                   FROM person AS persons_where_optimization
-                                                                                                                   WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                                    (SELECT person.id AS id
-                                                                                                                                                                                     FROM person
-                                                                                                                                                                                     WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Negative'), 0)))))
-                                                                        GROUP BY person.id
-                                                                        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                                        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                         (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                          FROM person
+                                                                                                                          WHERE equals(person.team_id, 2)
+                                                                                                                          GROUP BY person.id
+                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                                      WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                                                                WHERE ifNull(equals(step_0, 1), 0)))
                                                          GROUP BY aggregation_target, steps
@@ -998,17 +983,14 @@
                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                        LEFT JOIN
                          (SELECT person.id AS id,
-                                 argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
+                                 replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
                           FROM person
-                          WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                    (SELECT persons_where_optimization.id AS id
-                                                                     FROM person AS persons_where_optimization
-                                                                     WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                      (SELECT person.id AS id
-                                                                                                                                       FROM person
-                                                                                                                                       WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Negative'), 0)))))
-                          GROUP BY person.id
-                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                          WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                           (SELECT person.id AS id, max(person.version) AS version
+                                                                            FROM person
+                                                                            WHERE equals(person.team_id, 2)
+                                                                            GROUP BY person.id
+                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                        WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                  WHERE ifNull(equals(step_0, 1), 0)))
            GROUP BY aggregation_target,
@@ -1023,7 +1005,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -1051,17 +1033,14 @@
                                                                         GROUP BY person_distinct_id_overrides.distinct_id
                                                                         HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                                      LEFT JOIN
-                                                                       (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
+                                                                       (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
                                                                         FROM person
-                                                                        WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                  (SELECT persons_where_optimization.id AS id
-                                                                                                                   FROM person AS persons_where_optimization
-                                                                                                                   WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                                    (SELECT person.id AS id
-                                                                                                                                                                                     FROM person
-                                                                                                                                                                                     WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Negative'), 0)))))
-                                                                        GROUP BY person.id
-                                                                        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                                        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                         (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                          FROM person
+                                                                                                                          WHERE equals(person.team_id, 2)
+                                                                                                                          GROUP BY person.id
+                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                                      WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                                                                WHERE ifNull(equals(step_0, 1), 0)))
                                                          GROUP BY aggregation_target, steps
@@ -1175,11 +1154,14 @@
                persons.properties AS person_props
         FROM
           (SELECT person.id AS id,
-                  argMax(person.properties, person.version) AS properties
+                  person.properties AS properties
            FROM person
-           WHERE equals(person.team_id, 2)
-           GROUP BY person.id
-           HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons) AS persons ON equals(persons.id, funnel_actors.actor_id)) AS aggregation_target_with_props
+           WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                            (SELECT person.id AS id, max(person.version) AS version
+                                                             FROM person
+                                                             WHERE equals(person.team_id, 2)
+                                                             GROUP BY person.id
+                                                             HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons) AS persons ON equals(persons.id, funnel_actors.actor_id)) AS aggregation_target_with_props
   GROUP BY (aggregation_target_with_props.prop).1, (aggregation_target_with_props.prop).2
   HAVING ifNull(notIn((aggregation_target_with_props.prop).1, []), 0)
   LIMIT 100
@@ -1354,17 +1336,14 @@
                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                        LEFT JOIN
                          (SELECT person.id AS id,
-                                 argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
+                                 nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
                           FROM person
-                          WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                    (SELECT persons_where_optimization.id AS id
-                                                                     FROM person AS persons_where_optimization
-                                                                     WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                      (SELECT person.id AS id
-                                                                                                                                       FROM person
-                                                                                                                                       WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Positive'), 0)))))
-                          GROUP BY person.id
-                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                          WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                           (SELECT person.id AS id, max(person.version) AS version
+                                                                            FROM person
+                                                                            WHERE equals(person.team_id, 2)
+                                                                            GROUP BY person.id
+                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                        WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                  WHERE ifNull(equals(step_0, 1), 0)))
            GROUP BY aggregation_target,
@@ -1379,7 +1358,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -1407,17 +1386,14 @@
                                                                         GROUP BY person_distinct_id_overrides.distinct_id
                                                                         HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                                      LEFT JOIN
-                                                                       (SELECT person.id AS id, argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
+                                                                       (SELECT person.id AS id, nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
                                                                         FROM person
-                                                                        WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                  (SELECT persons_where_optimization.id AS id
-                                                                                                                   FROM person AS persons_where_optimization
-                                                                                                                   WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                                    (SELECT person.id AS id
-                                                                                                                                                                                     FROM person
-                                                                                                                                                                                     WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Positive'), 0)))))
-                                                                        GROUP BY person.id
-                                                                        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                                        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                         (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                          FROM person
+                                                                                                                          WHERE equals(person.team_id, 2)
+                                                                                                                          GROUP BY person.id
+                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                                      WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                                                                WHERE ifNull(equals(step_0, 1), 0)))
                                                          GROUP BY aggregation_target, steps
@@ -1551,17 +1527,14 @@
                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                        LEFT JOIN
                          (SELECT person.id AS id,
-                                 argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
+                                 nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
                           FROM person
-                          WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                    (SELECT persons_where_optimization.id AS id
-                                                                     FROM person AS persons_where_optimization
-                                                                     WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                      (SELECT person.id AS id
-                                                                                                                                       FROM person
-                                                                                                                                       WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Positive'), 0)))))
-                          GROUP BY person.id
-                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                          WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                           (SELECT person.id AS id, max(person.version) AS version
+                                                                            FROM person
+                                                                            WHERE equals(person.team_id, 2)
+                                                                            GROUP BY person.id
+                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                        WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                  WHERE ifNull(equals(step_0, 1), 0)))
            GROUP BY aggregation_target,
@@ -1576,7 +1549,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -1604,17 +1577,14 @@
                                                                         GROUP BY person_distinct_id_overrides.distinct_id
                                                                         HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                                      LEFT JOIN
-                                                                       (SELECT person.id AS id, argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
+                                                                       (SELECT person.id AS id, nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
                                                                         FROM person
-                                                                        WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                  (SELECT persons_where_optimization.id AS id
-                                                                                                                   FROM person AS persons_where_optimization
-                                                                                                                   WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                                    (SELECT person.id AS id
-                                                                                                                                                                                     FROM person
-                                                                                                                                                                                     WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Positive'), 0)))))
-                                                                        GROUP BY person.id
-                                                                        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                                        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                         (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                          FROM person
+                                                                                                                          WHERE equals(person.team_id, 2)
+                                                                                                                          GROUP BY person.id
+                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                                      WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                                                                WHERE ifNull(equals(step_0, 1), 0)))
                                                          GROUP BY aggregation_target, steps
@@ -1748,17 +1718,14 @@
                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                        LEFT JOIN
                          (SELECT person.id AS id,
-                                 argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
+                                 nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
                           FROM person
-                          WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                    (SELECT persons_where_optimization.id AS id
-                                                                     FROM person AS persons_where_optimization
-                                                                     WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                      (SELECT person.id AS id
-                                                                                                                                       FROM person
-                                                                                                                                       WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Negative'), 0)))))
-                          GROUP BY person.id
-                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                          WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                           (SELECT person.id AS id, max(person.version) AS version
+                                                                            FROM person
+                                                                            WHERE equals(person.team_id, 2)
+                                                                            GROUP BY person.id
+                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                        WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                  WHERE ifNull(equals(step_0, 1), 0)))
            GROUP BY aggregation_target,
@@ -1773,7 +1740,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -1801,17 +1768,14 @@
                                                                         GROUP BY person_distinct_id_overrides.distinct_id
                                                                         HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                                      LEFT JOIN
-                                                                       (SELECT person.id AS id, argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
+                                                                       (SELECT person.id AS id, nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
                                                                         FROM person
-                                                                        WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                  (SELECT persons_where_optimization.id AS id
-                                                                                                                   FROM person AS persons_where_optimization
-                                                                                                                   WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                                    (SELECT person.id AS id
-                                                                                                                                                                                     FROM person
-                                                                                                                                                                                     WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Negative'), 0)))))
-                                                                        GROUP BY person.id
-                                                                        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                                        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                         (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                          FROM person
+                                                                                                                          WHERE equals(person.team_id, 2)
+                                                                                                                          GROUP BY person.id
+                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                                      WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                                                                WHERE ifNull(equals(step_0, 1), 0)))
                                                          GROUP BY aggregation_target, steps
@@ -1945,17 +1909,14 @@
                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                        LEFT JOIN
                          (SELECT person.id AS id,
-                                 argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
+                                 nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
                           FROM person
-                          WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                    (SELECT persons_where_optimization.id AS id
-                                                                     FROM person AS persons_where_optimization
-                                                                     WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                      (SELECT person.id AS id
-                                                                                                                                       FROM person
-                                                                                                                                       WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Negative'), 0)))))
-                          GROUP BY person.id
-                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                          WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                           (SELECT person.id AS id, max(person.version) AS version
+                                                                            FROM person
+                                                                            WHERE equals(person.team_id, 2)
+                                                                            GROUP BY person.id
+                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                        WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                  WHERE ifNull(equals(step_0, 1), 0)))
            GROUP BY aggregation_target,
@@ -1970,7 +1931,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -1998,17 +1959,14 @@
                                                                         GROUP BY person_distinct_id_overrides.distinct_id
                                                                         HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                                      LEFT JOIN
-                                                                       (SELECT person.id AS id, argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
+                                                                       (SELECT person.id AS id, nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
                                                                         FROM person
-                                                                        WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                  (SELECT persons_where_optimization.id AS id
-                                                                                                                   FROM person AS persons_where_optimization
-                                                                                                                   WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                                    (SELECT person.id AS id
-                                                                                                                                                                                     FROM person
-                                                                                                                                                                                     WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Negative'), 0)))))
-                                                                        GROUP BY person.id
-                                                                        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                                        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                         (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                          FROM person
+                                                                                                                          WHERE equals(person.team_id, 2)
+                                                                                                                          GROUP BY person.id
+                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                                      WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                                                                WHERE ifNull(equals(step_0, 1), 0)))
                                                          GROUP BY aggregation_target, steps
diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_actors.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_actors.ambr
index 7fc8c6038b0c4..46d4cbd700ebb 100644
--- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_actors.ambr
+++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_actors.ambr
@@ -115,7 +115,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -368,7 +368,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -547,17 +547,14 @@
                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                        LEFT JOIN
                          (SELECT person.id AS id,
-                                 argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), person.version) AS properties___foo
+                                 replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', '') AS properties___foo
                           FROM person
-                          WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                    (SELECT persons_where_optimization.id AS id
-                                                                     FROM person AS persons_where_optimization
-                                                                     WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                      (SELECT person.id AS id
-                                                                                                                                       FROM person
-                                                                                                                                       WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'foo'), ''), 'null'), '^"|"$', ''), 'bar'), 0)))))
-                          GROUP BY person.id
-                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                          WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                           (SELECT person.id AS id, max(person.version) AS version
+                                                                            FROM person
+                                                                            WHERE equals(person.team_id, 2)
+                                                                            GROUP BY person.id
+                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                        WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-08 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('$pageview', 'insight analyzed')), ifNull(equals(e__person.properties___foo, 'bar'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                  WHERE ifNull(equals(step_0, 1), 0)))
            GROUP BY aggregation_target,
@@ -572,7 +569,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -600,17 +597,14 @@
                                                                         GROUP BY person_distinct_id_overrides.distinct_id
                                                                         HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                                      LEFT JOIN
-                                                                       (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), person.version) AS properties___foo
+                                                                       (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', '') AS properties___foo
                                                                         FROM person
-                                                                        WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                  (SELECT persons_where_optimization.id AS id
-                                                                                                                   FROM person AS persons_where_optimization
-                                                                                                                   WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                                    (SELECT person.id AS id
-                                                                                                                                                                                     FROM person
-                                                                                                                                                                                     WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'foo'), ''), 'null'), '^"|"$', ''), 'bar'), 0)))))
-                                                                        GROUP BY person.id
-                                                                        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                                        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                         (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                          FROM person
+                                                                                                                          WHERE equals(person.team_id, 2)
+                                                                                                                          GROUP BY person.id
+                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                                      WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-08 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('$pageview', 'insight analyzed')), ifNull(equals(e__person.properties___foo, 'bar'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0)))))
                                                                WHERE ifNull(equals(step_0, 1), 0)))
                                                          GROUP BY aggregation_target, steps
@@ -648,6 +642,7 @@
                      max_bytes_before_external_group_by=0
   '''
 # ---
+<<<<<<< HEAD
 # name: TestFunnelCorrelationActors.test_strict_funnel_correlation_with_recordings
   '''
   SELECT persons.id,
@@ -744,17 +739,14 @@
                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                        LEFT JOIN
                          (SELECT person.id AS id,
-                                 argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), person.version) AS properties___foo
+                                 replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', '') AS properties___foo
                           FROM person
-                          WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                    (SELECT person.id AS id
-                                                                     FROM person
-                                                                     WHERE and(equals(person.team_id, 2), notIn(person.id,
-                                                                                                                  (SELECT person.id AS id
-                                                                                                                   FROM person
-                                                                                                                   WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), 'bar'), 0)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), 'bar'), 0))
-                          GROUP BY person.id
-                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                          WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                           (SELECT person.id AS id, max(person.version) AS version
+                                                                            FROM person
+                                                                            WHERE equals(person.team_id, 2)
+                                                                            GROUP BY person.id
+                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                        WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-08 23:59:59.999999', 6, 'UTC'))), ifNull(equals(e__person.properties___foo, 'bar'), 0))))
                  WHERE ifNull(equals(step_0, 1), 0)))
            GROUP BY aggregation_target,
@@ -769,7 +761,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -797,17 +789,14 @@
                                                                         GROUP BY person_distinct_id_overrides.distinct_id
                                                                         HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                                      LEFT JOIN
-                                                                       (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), person.version) AS properties___foo
+                                                                       (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', '') AS properties___foo
                                                                         FROM person
-                                                                        WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                  (SELECT person.id AS id
-                                                                                                                   FROM person
-                                                                                                                   WHERE and(equals(person.team_id, 2), notIn(person.id,
-                                                                                                                                                                (SELECT person.id AS id
-                                                                                                                                                                 FROM person
-                                                                                                                                                                 WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), 'bar'), 0)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), 'bar'), 0))
-                                                                        GROUP BY person.id
-                                                                        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                                        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                         (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                          FROM person
+                                                                                                                          WHERE equals(person.team_id, 2)
+                                                                                                                          GROUP BY person.id
+                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                                      WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-08 23:59:59.999999', 6, 'UTC'))), ifNull(equals(e__person.properties___foo, 'bar'), 0))))
                                                                WHERE ifNull(equals(step_0, 1), 0)))
                                                          GROUP BY aggregation_target, steps
@@ -941,17 +930,14 @@
                           HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                        LEFT JOIN
                          (SELECT person.id AS id,
-                                 argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), person.version) AS properties___foo
+                                 replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', '') AS properties___foo
                           FROM person
-                          WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                    (SELECT person.id AS id
-                                                                     FROM person
-                                                                     WHERE and(equals(person.team_id, 2), notIn(person.id,
-                                                                                                                  (SELECT person.id AS id
-                                                                                                                   FROM person
-                                                                                                                   WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), 'bar'), 0)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), 'bar'), 0))
-                          GROUP BY person.id
-                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                          WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                           (SELECT person.id AS id, max(person.version) AS version
+                                                                            FROM person
+                                                                            WHERE equals(person.team_id, 2)
+                                                                            GROUP BY person.id
+                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                        WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-08 23:59:59.999999', 6, 'UTC'))), ifNull(equals(e__person.properties___foo, 'bar'), 0))))
                  WHERE ifNull(equals(step_0, 1), 0)))
            GROUP BY aggregation_target,
@@ -966,7 +952,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -994,17 +980,14 @@
                                                                         GROUP BY person_distinct_id_overrides.distinct_id
                                                                         HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                                      LEFT JOIN
-                                                                       (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), person.version) AS properties___foo
+                                                                       (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', '') AS properties___foo
                                                                         FROM person
-                                                                        WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                  (SELECT person.id AS id
-                                                                                                                   FROM person
-                                                                                                                   WHERE and(equals(person.team_id, 2), notIn(person.id,
-                                                                                                                                                                (SELECT person.id AS id
-                                                                                                                                                                 FROM person
-                                                                                                                                                                 WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), 'bar'), 0)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), 'bar'), 0))
-                                                                        GROUP BY person.id
-                                                                        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                                        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                         (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                          FROM person
+                                                                                                                          WHERE equals(person.team_id, 2)
+                                                                                                                          GROUP BY person.id
+                                                                                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                                      WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-08 23:59:59.999999', 6, 'UTC'))), ifNull(equals(e__person.properties___foo, 'bar'), 0))))
                                                                WHERE ifNull(equals(step_0, 1), 0)))
                                                          GROUP BY aggregation_target, steps
@@ -1042,3 +1025,5 @@
                      max_bytes_before_external_group_by=0
   '''
 # ---
+=======
+>>>>>>> origin/master
diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_actors_udf.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_actors_udf.ambr
index 7ffa9ae0a988b..3a16355324cb4 100644
--- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_actors_udf.ambr
+++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_actors_udf.ambr
@@ -67,7 +67,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -199,7 +199,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -313,17 +313,14 @@
                  HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
               LEFT JOIN
                 (SELECT person.id AS id,
-                        argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), person.version) AS properties___foo
+                        replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', '') AS properties___foo
                  FROM person
-                 WHERE and(equals(person.team_id, 2), in(person.id,
-                                                           (SELECT persons_where_optimization.id AS id
-                                                            FROM person AS persons_where_optimization
-                                                            WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                             (SELECT person.id AS id
-                                                                                                                              FROM person
-                                                                                                                              WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'foo'), ''), 'null'), '^"|"$', ''), 'bar'), 0)))))
-                 GROUP BY person.id
-                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                 WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                  (SELECT person.id AS id, max(person.version) AS version
+                                                                   FROM person
+                                                                   WHERE equals(person.team_id, 2)
+                                                                   GROUP BY person.id
+                                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
               WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-08 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('$pageview', 'insight analyzed')), ifNull(equals(e__person.properties___foo, 'bar'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
            GROUP BY aggregation_target
            HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -335,7 +332,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -357,17 +354,14 @@
                                                                GROUP BY person_distinct_id_overrides.distinct_id
                                                                HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                             LEFT JOIN
-                                                              (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', ''), person.version) AS properties___foo
+                                                              (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', '') AS properties___foo
                                                                FROM person
-                                                               WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                         (SELECT persons_where_optimization.id AS id
-                                                                                                          FROM person AS persons_where_optimization
-                                                                                                          WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                           (SELECT person.id AS id
-                                                                                                                                                                            FROM person
-                                                                                                                                                                            WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'foo'), ''), 'null'), '^"|"$', ''), 'bar'), 0)))))
-                                                               GROUP BY person.id
-                                                               HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                               WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                 FROM person
+                                                                                                                 WHERE equals(person.team_id, 2)
+                                                                                                                 GROUP BY person.id
+                                                                                                                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                             WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-08 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('$pageview', 'insight analyzed')), ifNull(equals(e__person.properties___foo, 'bar'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
                                                          GROUP BY aggregation_target
                                                          HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -403,3 +397,205 @@
                      max_bytes_before_external_group_by=0
   '''
 # ---
+# name: TestFunnelCorrelationsActorsUDF.test_strict_funnel_correlation_with_recordings
+  '''
+  SELECT sum(step_1) AS step_1,
+         sum(step_2) AS step_2,
+         arrayMap(x -> if(isNaN(x), NULL, x), [avgArrayOrNull(step_1_conversion_times)])[1] AS step_1_average_conversion_time,
+         arrayMap(x -> if(isNaN(x), NULL, x), [medianArrayOrNull(step_1_conversion_times)])[1] AS step_1_median_conversion_time,
+         groupArray(row_number) AS row_number,
+         final_prop AS final_prop
+  FROM
+    (SELECT countIf(ifNull(ifNull(equals(step_reached, 0), 0), 0)) AS step_1,
+            countIf(ifNull(ifNull(equals(step_reached, 1), 0), 0)) AS step_2,
+            groupArrayIf(timings[1], ifNull(greater(timings[1], 0), 0)) AS step_1_conversion_times,
+            rowNumberInBlock() AS row_number,
+            breakdown AS final_prop
+     FROM
+       (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array,
+               arrayJoin(aggregate_funnel_array(2, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3)
+                                                                                                                                                          and isNull(x2.3)), ifNull(greater(x.1, x2.1), 0))), events_array, arrayRotateRight(events_array, 1)))) AS af_tuple,
+               af_tuple.1 AS step_reached,
+               plus(af_tuple.1, 1) AS steps,
+               af_tuple.2 AS breakdown,
+               af_tuple.3 AS timings,
+               aggregation_target AS aggregation_target
+        FROM
+          (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp,
+                  if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target,
+                  e.uuid AS uuid,
+                  e.`$session_id` AS `$session_id`,
+                  e.`$window_id` AS `$window_id`,
+                  if(equals(e.event, '$pageview'), 1, 0) AS step_0,
+                  if(equals(e.event, 'insight analyzed'), 1, 0) AS step_1
+           FROM events AS e
+           LEFT OUTER JOIN
+             (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+                     person_distinct_id_overrides.distinct_id AS distinct_id
+              FROM person_distinct_id_overrides
+              WHERE equals(person_distinct_id_overrides.team_id, 2)
+              GROUP BY person_distinct_id_overrides.distinct_id
+              HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+           WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-08 23:59:59.999999', 6, 'UTC')))))
+        GROUP BY aggregation_target
+        HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
+     GROUP BY breakdown
+     ORDER BY step_2 DESC, step_1 DESC)
+  GROUP BY final_prop
+  LIMIT 100 SETTINGS readonly=2,
+                     max_execution_time=60,
+                     allow_experimental_object_type=1,
+                     format_csv_allow_double_quotes=0,
+                     max_ast_elements=4000000,
+                     max_expanded_ast_elements=4000000,
+                     max_bytes_before_external_group_by=23622320128,
+                     allow_experimental_analyzer=1
+  '''
+# ---
+# name: TestFunnelCorrelationsActorsUDF.test_strict_funnel_correlation_with_recordings.1
+  '''
+  SELECT DISTINCT session_replay_events.session_id AS session_id
+  FROM session_replay_events
+  WHERE and(equals(session_replay_events.team_id, 2), ifNull(greaterOrEquals(toTimeZone(session_replay_events.min_first_timestamp, 'UTC'), minus(toDateTime64('2021-01-02 00:00:00.000000', 6, 'UTC'), toIntervalDay(21))), 0), in(session_replay_events.session_id, ['s2']))
+  LIMIT 100 SETTINGS readonly=2,
+                     max_execution_time=60,
+                     allow_experimental_object_type=1,
+                     format_csv_allow_double_quotes=0,
+                     max_ast_elements=4000000,
+                     max_expanded_ast_elements=4000000,
+                     max_bytes_before_external_group_by=0
+  '''
+# ---
+# name: TestFunnelCorrelationsActorsUDF.test_strict_funnel_correlation_with_recordings.2
+  '''
+  SELECT persons.id,
+         persons.id AS id,
+         source.matching_events AS matching_events
+  FROM
+    (SELECT funnel_actors.actor_id AS actor_id,
+            any(funnel_actors.matching_events) AS matching_events
+     FROM
+       (SELECT aggregation_target AS actor_id,
+               matched_events_array[plus(step_reached, 1)] AS matching_events,
+               (matched_events_array[1][1]).1 AS timestamp,
+               nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp,
+               (matched_events_array[1][1]).1 AS first_timestamp,
+               steps AS steps,
+               final_timestamp,
+               first_timestamp
+        FROM
+          (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array,
+                  arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3)
+                                                                                                                                                                and isNull(x2.3)), ifNull(greater(x.1, x2.1), 0))), events_array, arrayRotateRight(events_array, 1)))) AS af_tuple,
+                  arrayJoin(aggregate_funnel_array(2, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3)
+                                                                                                                                                             and isNull(x2.3)), ifNull(greater(x.1, x2.1), 0))), events_array, arrayRotateRight(events_array, 1)))) AS af_tuple,
+                  af_tuple.1 AS step_reached,
+                  plus(af_tuple.1, 1) AS steps,
+                  af_tuple.2 AS breakdown,
+                  af_tuple.3 AS timings,
+                  af_tuple.4 AS matched_event_uuids_array_array,
+                  groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events,
+                  mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map,
+                  arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array,
+                  aggregation_target AS aggregation_target
+           FROM
+             (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp,
+                     if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target,
+                     e.uuid AS uuid,
+                     e.`$session_id` AS `$session_id`,
+                     e.`$window_id` AS `$window_id`,
+                     if(equals(e.event, '$pageview'), 1, 0) AS step_0,
+                     if(equals(e.event, 'insight analyzed'), 1, 0) AS step_1
+              FROM events AS e
+              LEFT OUTER JOIN
+                (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
+                        person_distinct_id_overrides.distinct_id AS distinct_id
+                 FROM person_distinct_id_overrides
+                 WHERE equals(person_distinct_id_overrides.team_id, 2)
+                 GROUP BY person_distinct_id_overrides.distinct_id
+                 HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+              LEFT JOIN
+                (SELECT person.id AS id,
+                        replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', '') AS properties___foo
+                 FROM person
+                 WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                  (SELECT person.id AS id, max(person.version) AS version
+                                                                   FROM person
+                                                                   WHERE equals(person.team_id, 2)
+                                                                   GROUP BY person.id
+                                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+              WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-08 23:59:59.999999', 6, 'UTC'))), ifNull(equals(e__person.properties___foo, 'bar'), 0)))
+           GROUP BY aggregation_target
+           HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
+        WHERE ifNull(greaterOrEquals(step_reached, 0), 0)
+        ORDER BY aggregation_target ASC) AS funnel_actors
+     WHERE ifNull(notEquals(funnel_actors.steps, 2), 1)
+     GROUP BY funnel_actors.actor_id
+     ORDER BY funnel_actors.actor_id ASC) AS source
+  INNER JOIN
+    (SELECT person.id AS id
+     FROM person
+     WHERE and(equals(person.team_id, 2), in(id,
+                                               (SELECT source.actor_id AS actor_id
+                                                FROM
+                                                  (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
+                                                   FROM
+                                                     (SELECT aggregation_target AS actor_id, matched_events_array[plus(step_reached, 1)] AS matching_events, (matched_events_array[1][1]).1 AS timestamp, nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp, (matched_events_array[1][1]).1 AS first_timestamp, steps AS steps, final_timestamp, first_timestamp
+                                                      FROM
+                                                        (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3)
+                                                                                                                                                                                                                                                                                                                                                                                                                    and isNull(x2.3)), ifNull(greater(x.1, x2.1), 0))), events_array, arrayRotateRight(events_array, 1)))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target
+                                                        (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array(2, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3)
+                                                                                                                                                                                                                                                                                                                                                                                                                 and isNull(x2.3)), ifNull(greater(x.1, x2.1), 0))), events_array, arrayRotateRight(events_array, 1)))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target
+                                                         FROM
+                                                           (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, e.uuid AS uuid, e.`$session_id` AS `$session_id`, e.`$window_id` AS `$window_id`, if(equals(e.event, '$pageview'), 1, 0) AS step_0, if(equals(e.event, 'insight analyzed'), 1, 0) AS step_1
+                                                            FROM events AS e
+                                                            LEFT OUTER JOIN
+                                                              (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, person_distinct_id_overrides.distinct_id AS distinct_id
+                                                               FROM person_distinct_id_overrides
+                                                               WHERE equals(person_distinct_id_overrides.team_id, 2)
+                                                               GROUP BY person_distinct_id_overrides.distinct_id
+                                                               HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+                                                            LEFT JOIN
+                                                              (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', '') AS properties___foo
+                                                               FROM person
+                                                               WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                 FROM person
+                                                                                                                 WHERE equals(person.team_id, 2)
+                                                                                                                 GROUP BY person.id
+                                                                                                                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                            WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-08 23:59:59.999999', 6, 'UTC'))), ifNull(equals(e__person.properties___foo, 'bar'), 0)))
+                                                         GROUP BY aggregation_target
+                                                         HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
+                                                      WHERE ifNull(greaterOrEquals(step_reached, 0), 0)
+                                                      ORDER BY aggregation_target ASC) AS funnel_actors
+                                                   WHERE ifNull(notEquals(funnel_actors.steps, 2), 1)
+                                                   GROUP BY funnel_actors.actor_id
+                                                   ORDER BY funnel_actors.actor_id ASC) AS source)))
+     GROUP BY person.id
+     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id)
+  ORDER BY persons.id ASC
+  LIMIT 101
+  OFFSET 0 SETTINGS readonly=2,
+                    max_execution_time=60,
+                    allow_experimental_object_type=1,
+                    format_csv_allow_double_quotes=0,
+                    max_ast_elements=4000000,
+                    max_expanded_ast_elements=4000000,
+                    max_bytes_before_external_group_by=0
+  '''
+# ---
+# name: TestFunnelCorrelationsActorsUDF.test_strict_funnel_correlation_with_recordings.3
+  '''
+  SELECT DISTINCT session_replay_events.session_id AS session_id
+  FROM session_replay_events
+  WHERE and(equals(session_replay_events.team_id, 2), ifNull(greaterOrEquals(toTimeZone(session_replay_events.min_first_timestamp, 'UTC'), minus(toDateTime64('2021-01-02 00:00:00.000000', 6, 'UTC'), toIntervalDay(21))), 0), in(session_replay_events.session_id, ['s3']))
+  LIMIT 100 SETTINGS readonly=2,
+                     max_execution_time=60,
+                     allow_experimental_object_type=1,
+                     format_csv_allow_double_quotes=0,
+                     max_ast_elements=4000000,
+                     max_expanded_ast_elements=4000000,
+                     max_bytes_before_external_group_by=0
+  '''
+# ---
diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_udf.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_udf.ambr
index b640659ffa298..2ce1ce619f3a2 100644
--- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_udf.ambr
+++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_udf.ambr
@@ -177,11 +177,14 @@
                persons.properties AS person_props
         FROM
           (SELECT person.id AS id,
-                  argMax(person.properties, person.version) AS properties
+                  person.properties AS properties
            FROM person
-           WHERE equals(person.team_id, 2)
-           GROUP BY person.id
-           HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons) AS persons ON equals(persons.id, funnel_actors.actor_id)) AS aggregation_target_with_props
+           WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                            (SELECT person.id AS id, max(person.version) AS version
+                                                             FROM person
+                                                             WHERE equals(person.team_id, 2)
+                                                             GROUP BY person.id
+                                                             HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons) AS persons ON equals(persons.id, funnel_actors.actor_id)) AS aggregation_target_with_props
   GROUP BY (aggregation_target_with_props.prop).1, (aggregation_target_with_props.prop).2
   HAVING ifNull(notIn((aggregation_target_with_props.prop).1, []), 0)
   LIMIT 100
@@ -294,17 +297,14 @@
                  HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
               LEFT JOIN
                 (SELECT person.id AS id,
-                        argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
+                        replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
                  FROM person
-                 WHERE and(equals(person.team_id, 2), in(person.id,
-                                                           (SELECT persons_where_optimization.id AS id
-                                                            FROM person AS persons_where_optimization
-                                                            WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                             (SELECT person.id AS id
-                                                                                                                              FROM person
-                                                                                                                              WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Positive'), 0)))))
-                 GROUP BY person.id
-                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                 WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                  (SELECT person.id AS id, max(person.version) AS version
+                                                                   FROM person
+                                                                   WHERE equals(person.team_id, 2)
+                                                                   GROUP BY person.id
+                                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
               WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
            GROUP BY aggregation_target
            HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -316,7 +316,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -338,17 +338,14 @@
                                                                GROUP BY person_distinct_id_overrides.distinct_id
                                                                HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                             LEFT JOIN
-                                                              (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
+                                                              (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
                                                                FROM person
-                                                               WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                         (SELECT persons_where_optimization.id AS id
-                                                                                                          FROM person AS persons_where_optimization
-                                                                                                          WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                           (SELECT person.id AS id
-                                                                                                                                                                            FROM person
-                                                                                                                                                                            WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Positive'), 0)))))
-                                                               GROUP BY person.id
-                                                               HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                               WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                 FROM person
+                                                                                                                 WHERE equals(person.team_id, 2)
+                                                                                                                 GROUP BY person.id
+                                                                                                                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                             WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
                                                          GROUP BY aggregation_target
                                                          HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -435,17 +432,14 @@
                  HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
               LEFT JOIN
                 (SELECT person.id AS id,
-                        argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
+                        replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
                  FROM person
-                 WHERE and(equals(person.team_id, 2), in(person.id,
-                                                           (SELECT persons_where_optimization.id AS id
-                                                            FROM person AS persons_where_optimization
-                                                            WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                             (SELECT person.id AS id
-                                                                                                                              FROM person
-                                                                                                                              WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Positive'), 0)))))
-                 GROUP BY person.id
-                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                 WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                  (SELECT person.id AS id, max(person.version) AS version
+                                                                   FROM person
+                                                                   WHERE equals(person.team_id, 2)
+                                                                   GROUP BY person.id
+                                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
               WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
            GROUP BY aggregation_target
            HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -457,7 +451,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -479,17 +473,14 @@
                                                                GROUP BY person_distinct_id_overrides.distinct_id
                                                                HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                             LEFT JOIN
-                                                              (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
+                                                              (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
                                                                FROM person
-                                                               WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                         (SELECT persons_where_optimization.id AS id
-                                                                                                          FROM person AS persons_where_optimization
-                                                                                                          WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                           (SELECT person.id AS id
-                                                                                                                                                                            FROM person
-                                                                                                                                                                            WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Positive'), 0)))))
-                                                               GROUP BY person.id
-                                                               HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                               WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                 FROM person
+                                                                                                                 WHERE equals(person.team_id, 2)
+                                                                                                                 GROUP BY person.id
+                                                                                                                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                             WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
                                                          GROUP BY aggregation_target
                                                          HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -576,17 +567,14 @@
                  HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
               LEFT JOIN
                 (SELECT person.id AS id,
-                        argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
+                        replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
                  FROM person
-                 WHERE and(equals(person.team_id, 2), in(person.id,
-                                                           (SELECT persons_where_optimization.id AS id
-                                                            FROM person AS persons_where_optimization
-                                                            WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                             (SELECT person.id AS id
-                                                                                                                              FROM person
-                                                                                                                              WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Negative'), 0)))))
-                 GROUP BY person.id
-                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                 WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                  (SELECT person.id AS id, max(person.version) AS version
+                                                                   FROM person
+                                                                   WHERE equals(person.team_id, 2)
+                                                                   GROUP BY person.id
+                                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
               WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
            GROUP BY aggregation_target
            HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -598,7 +586,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -620,17 +608,14 @@
                                                                GROUP BY person_distinct_id_overrides.distinct_id
                                                                HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                             LEFT JOIN
-                                                              (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
+                                                              (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
                                                                FROM person
-                                                               WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                         (SELECT persons_where_optimization.id AS id
-                                                                                                          FROM person AS persons_where_optimization
-                                                                                                          WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                           (SELECT person.id AS id
-                                                                                                                                                                            FROM person
-                                                                                                                                                                            WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Negative'), 0)))))
-                                                               GROUP BY person.id
-                                                               HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                               WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                 FROM person
+                                                                                                                 WHERE equals(person.team_id, 2)
+                                                                                                                 GROUP BY person.id
+                                                                                                                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                             WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
                                                          GROUP BY aggregation_target
                                                          HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -717,17 +702,14 @@
                  HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
               LEFT JOIN
                 (SELECT person.id AS id,
-                        argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
+                        replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
                  FROM person
-                 WHERE and(equals(person.team_id, 2), in(person.id,
-                                                           (SELECT persons_where_optimization.id AS id
-                                                            FROM person AS persons_where_optimization
-                                                            WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                             (SELECT person.id AS id
-                                                                                                                              FROM person
-                                                                                                                              WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Negative'), 0)))))
-                 GROUP BY person.id
-                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                 WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                  (SELECT person.id AS id, max(person.version) AS version
+                                                                   FROM person
+                                                                   WHERE equals(person.team_id, 2)
+                                                                   GROUP BY person.id
+                                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
               WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
            GROUP BY aggregation_target
            HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -739,7 +721,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -761,17 +743,14 @@
                                                                GROUP BY person_distinct_id_overrides.distinct_id
                                                                HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                             LEFT JOIN
-                                                              (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
+                                                              (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
                                                                FROM person
-                                                               WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                         (SELECT persons_where_optimization.id AS id
-                                                                                                          FROM person AS persons_where_optimization
-                                                                                                          WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                           (SELECT person.id AS id
-                                                                                                                                                                            FROM person
-                                                                                                                                                                            WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Negative'), 0)))))
-                                                               GROUP BY person.id
-                                                               HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                               WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                 FROM person
+                                                                                                                 WHERE equals(person.team_id, 2)
+                                                                                                                 GROUP BY person.id
+                                                                                                                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                             WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
                                                          GROUP BY aggregation_target
                                                          HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -866,11 +845,14 @@
                persons.properties AS person_props
         FROM
           (SELECT person.id AS id,
-                  argMax(person.properties, person.version) AS properties
+                  person.properties AS properties
            FROM person
-           WHERE equals(person.team_id, 2)
-           GROUP BY person.id
-           HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons) AS persons ON equals(persons.id, funnel_actors.actor_id)) AS aggregation_target_with_props
+           WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                            (SELECT person.id AS id, max(person.version) AS version
+                                                             FROM person
+                                                             WHERE equals(person.team_id, 2)
+                                                             GROUP BY person.id
+                                                             HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons) AS persons ON equals(persons.id, funnel_actors.actor_id)) AS aggregation_target_with_props
   GROUP BY (aggregation_target_with_props.prop).1, (aggregation_target_with_props.prop).2
   HAVING ifNull(notIn((aggregation_target_with_props.prop).1, []), 0)
   LIMIT 100
@@ -983,17 +965,14 @@
                  HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
               LEFT JOIN
                 (SELECT person.id AS id,
-                        argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
+                        nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
                  FROM person
-                 WHERE and(equals(person.team_id, 2), in(person.id,
-                                                           (SELECT persons_where_optimization.id AS id
-                                                            FROM person AS persons_where_optimization
-                                                            WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                             (SELECT person.id AS id
-                                                                                                                              FROM person
-                                                                                                                              WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Positive'), 0)))))
-                 GROUP BY person.id
-                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                 WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                  (SELECT person.id AS id, max(person.version) AS version
+                                                                   FROM person
+                                                                   WHERE equals(person.team_id, 2)
+                                                                   GROUP BY person.id
+                                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
               WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
            GROUP BY aggregation_target
            HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -1005,7 +984,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -1027,17 +1006,14 @@
                                                                GROUP BY person_distinct_id_overrides.distinct_id
                                                                HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                             LEFT JOIN
-                                                              (SELECT person.id AS id, argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
+                                                              (SELECT person.id AS id, nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
                                                                FROM person
-                                                               WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                         (SELECT persons_where_optimization.id AS id
-                                                                                                          FROM person AS persons_where_optimization
-                                                                                                          WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                           (SELECT person.id AS id
-                                                                                                                                                                            FROM person
-                                                                                                                                                                            WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Positive'), 0)))))
-                                                               GROUP BY person.id
-                                                               HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                               WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                 FROM person
+                                                                                                                 WHERE equals(person.team_id, 2)
+                                                                                                                 GROUP BY person.id
+                                                                                                                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                             WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
                                                          GROUP BY aggregation_target
                                                          HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -1124,17 +1100,14 @@
                  HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
               LEFT JOIN
                 (SELECT person.id AS id,
-                        argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
+                        nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
                  FROM person
-                 WHERE and(equals(person.team_id, 2), in(person.id,
-                                                           (SELECT persons_where_optimization.id AS id
-                                                            FROM person AS persons_where_optimization
-                                                            WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                             (SELECT person.id AS id
-                                                                                                                              FROM person
-                                                                                                                              WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Positive'), 0)))))
-                 GROUP BY person.id
-                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                 WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                  (SELECT person.id AS id, max(person.version) AS version
+                                                                   FROM person
+                                                                   WHERE equals(person.team_id, 2)
+                                                                   GROUP BY person.id
+                                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
               WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
            GROUP BY aggregation_target
            HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -1146,7 +1119,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -1168,17 +1141,14 @@
                                                                GROUP BY person_distinct_id_overrides.distinct_id
                                                                HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                             LEFT JOIN
-                                                              (SELECT person.id AS id, argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
+                                                              (SELECT person.id AS id, nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
                                                                FROM person
-                                                               WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                         (SELECT persons_where_optimization.id AS id
-                                                                                                          FROM person AS persons_where_optimization
-                                                                                                          WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                           (SELECT person.id AS id
-                                                                                                                                                                            FROM person
-                                                                                                                                                                            WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Positive'), 0)))))
-                                                               GROUP BY person.id
-                                                               HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                               WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                 FROM person
+                                                                                                                 WHERE equals(person.team_id, 2)
+                                                                                                                 GROUP BY person.id
+                                                                                                                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                             WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Positive'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
                                                          GROUP BY aggregation_target
                                                          HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -1265,17 +1235,14 @@
                  HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
               LEFT JOIN
                 (SELECT person.id AS id,
-                        argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
+                        nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
                  FROM person
-                 WHERE and(equals(person.team_id, 2), in(person.id,
-                                                           (SELECT persons_where_optimization.id AS id
-                                                            FROM person AS persons_where_optimization
-                                                            WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                             (SELECT person.id AS id
-                                                                                                                              FROM person
-                                                                                                                              WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Negative'), 0)))))
-                 GROUP BY person.id
-                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                 WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                  (SELECT person.id AS id, max(person.version) AS version
+                                                                   FROM person
+                                                                   WHERE equals(person.team_id, 2)
+                                                                   GROUP BY person.id
+                                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
               WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
            GROUP BY aggregation_target
            HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -1287,7 +1254,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -1309,17 +1276,14 @@
                                                                GROUP BY person_distinct_id_overrides.distinct_id
                                                                HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                             LEFT JOIN
-                                                              (SELECT person.id AS id, argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
+                                                              (SELECT person.id AS id, nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
                                                                FROM person
-                                                               WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                         (SELECT persons_where_optimization.id AS id
-                                                                                                          FROM person AS persons_where_optimization
-                                                                                                          WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                           (SELECT person.id AS id
-                                                                                                                                                                            FROM person
-                                                                                                                                                                            WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Negative'), 0)))))
-                                                               GROUP BY person.id
-                                                               HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                               WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                 FROM person
+                                                                                                                 WHERE equals(person.team_id, 2)
+                                                                                                                 GROUP BY person.id
+                                                                                                                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                             WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
                                                          GROUP BY aggregation_target
                                                          HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -1406,17 +1370,14 @@
                  HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
               LEFT JOIN
                 (SELECT person.id AS id,
-                        argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
+                        nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
                  FROM person
-                 WHERE and(equals(person.team_id, 2), in(person.id,
-                                                           (SELECT persons_where_optimization.id AS id
-                                                            FROM person AS persons_where_optimization
-                                                            WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                             (SELECT person.id AS id
-                                                                                                                              FROM person
-                                                                                                                              WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Negative'), 0)))))
-                 GROUP BY person.id
-                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                 WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                  (SELECT person.id AS id, max(person.version) AS version
+                                                                   FROM person
+                                                                   WHERE equals(person.team_id, 2)
+                                                                   GROUP BY person.id
+                                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
               WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
            GROUP BY aggregation_target
            HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -1428,7 +1389,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events
@@ -1450,17 +1411,14 @@
                                                                GROUP BY person_distinct_id_overrides.distinct_id
                                                                HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                                                             LEFT JOIN
-                                                              (SELECT person.id AS id, argMax(nullIf(nullIf(person.`pmat_$browser`, ''), 'null'), person.version) AS `properties___$browser`
+                                                              (SELECT person.id AS id, nullIf(nullIf(person.`pmat_$browser`, ''), 'null') AS `properties___$browser`
                                                                FROM person
-                                                               WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                         (SELECT persons_where_optimization.id AS id
-                                                                                                          FROM person AS persons_where_optimization
-                                                                                                          WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                           (SELECT person.id AS id
-                                                                                                                                                                            FROM person
-                                                                                                                                                                            WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.`pmat_$browser`, ''), 'null'), 'Negative'), 0)))))
-                                                               GROUP BY person.id
-                                                               HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                                                               WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                 FROM person
+                                                                                                                 WHERE equals(person.team_id, 2)
+                                                                                                                 GROUP BY person.id
+                                                                                                                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                                                             WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-14 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('paid', 'user signed up')), ifNull(equals(e__person.`properties___$browser`, 'Negative'), 0)), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0))))
                                                          GROUP BY aggregation_target
                                                          HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_udf.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_udf.ambr
index 9045825898133..5716fdbd2c292 100644
--- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_udf.ambr
+++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_udf.ambr
@@ -106,8 +106,8 @@
      WHERE ifNull(greaterOrEquals(step_reached, 1), 0)
      ORDER BY aggregation_target ASC) AS source
   INNER JOIN
-    (SELECT person.id AS id,
-            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
+            person.id AS id
      FROM person
      WHERE equals(person.team_id, 2)
      GROUP BY person.id
@@ -328,18 +328,15 @@
               HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
            LEFT JOIN
              (SELECT person.id AS id,
-                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email,
-                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', ''), person.version) AS properties___age
+                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email,
+                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', '') AS properties___age
               FROM person
-              WHERE and(equals(person.team_id, 2), in(person.id,
-                                                        (SELECT persons_where_optimization.id AS id
-                                                         FROM person AS persons_where_optimization
-                                                         WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                          (SELECT person.id AS id
-                                                                                                                           FROM person
-                                                                                                                           WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), or(and(ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.com%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '20'), 0)), ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.org%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '28'), 0))))))
-              GROUP BY person.id
-              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+              WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                               (SELECT person.id AS id, max(person.version) AS version
+                                                                FROM person
+                                                                WHERE equals(person.team_id, 2)
+                                                                GROUP BY person.id
+                                                                HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
            WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-07-01 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('$pageview', 'user signed up')), or(and(ifNull(ilike(e__person.properties___email, '%.com%'), 0), ifNull(equals(e__person.properties___age, '20'), 0)), or(ifNull(ilike(e__person.properties___email, '%.org%'), 0), ifNull(equals(e__person.properties___age, '28'), 0)))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0))))
         GROUP BY aggregation_target
         HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
@@ -395,26 +392,23 @@
               HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
            LEFT JOIN
              (SELECT person.id AS id,
-                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email,
-                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', ''), person.version) AS properties___age
+                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email,
+                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', '') AS properties___age
               FROM person
-              WHERE and(equals(person.team_id, 2), in(person.id,
-                                                        (SELECT persons_where_optimization.id AS id
-                                                         FROM person AS persons_where_optimization
-                                                         WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                          (SELECT person.id AS id
-                                                                                                                           FROM person
-                                                                                                                           WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), or(and(ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.com%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '20'), 0)), ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.org%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '28'), 0))))))
-              GROUP BY person.id
-              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+              WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                               (SELECT person.id AS id, max(person.version) AS version
+                                                                FROM person
+                                                                WHERE equals(person.team_id, 2)
+                                                                GROUP BY person.id
+                                                                HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
            WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-07-01 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('$pageview', 'user signed up')), or(and(ifNull(ilike(e__person.properties___email, '%.com%'), 0), ifNull(equals(e__person.properties___age, '20'), 0)), or(ifNull(ilike(e__person.properties___email, '%.org%'), 0), ifNull(equals(e__person.properties___age, '28'), 0)))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0))))
         GROUP BY aggregation_target
         HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
      WHERE ifNull(greaterOrEquals(step_reached, 0), 0)
      ORDER BY aggregation_target ASC) AS source
   INNER JOIN
-    (SELECT person.id AS id,
-            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
+            person.id AS id
      FROM person
      WHERE equals(person.team_id, 2)
      GROUP BY person.id
@@ -470,26 +464,23 @@
               HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
            LEFT JOIN
              (SELECT person.id AS id,
-                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email,
-                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', ''), person.version) AS properties___age
+                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email,
+                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', '') AS properties___age
               FROM person
-              WHERE and(equals(person.team_id, 2), in(person.id,
-                                                        (SELECT persons_where_optimization.id AS id
-                                                         FROM person AS persons_where_optimization
-                                                         WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                          (SELECT person.id AS id
-                                                                                                                           FROM person
-                                                                                                                           WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), or(and(ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.com%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '20'), 0)), ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.org%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '28'), 0))))))
-              GROUP BY person.id
-              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+              WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                               (SELECT person.id AS id, max(person.version) AS version
+                                                                FROM person
+                                                                WHERE equals(person.team_id, 2)
+                                                                GROUP BY person.id
+                                                                HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
            WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-07-01 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('$pageview', 'user signed up')), or(and(ifNull(ilike(e__person.properties___email, '%.com%'), 0), ifNull(equals(e__person.properties___age, '20'), 0)), or(ifNull(ilike(e__person.properties___email, '%.org%'), 0), ifNull(equals(e__person.properties___age, '28'), 0)))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0))))
         GROUP BY aggregation_target
         HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
      WHERE ifNull(greaterOrEquals(step_reached, 1), 0)
      ORDER BY aggregation_target ASC) AS source
   INNER JOIN
-    (SELECT person.id AS id,
-            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
+            person.id AS id
      FROM person
      WHERE equals(person.team_id, 2)
      GROUP BY person.id
@@ -545,26 +536,23 @@
               HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
            LEFT JOIN
              (SELECT person.id AS id,
-                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email,
-                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', ''), person.version) AS properties___age
+                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email,
+                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'age'), ''), 'null'), '^"|"$', '') AS properties___age
               FROM person
-              WHERE and(equals(person.team_id, 2), in(person.id,
-                                                        (SELECT persons_where_optimization.id AS id
-                                                         FROM person AS persons_where_optimization
-                                                         WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                          (SELECT person.id AS id
-                                                                                                                           FROM person
-                                                                                                                           WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), or(and(ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.com%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '20'), 0)), ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%.org%'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'age'), ''), 'null'), '^"|"$', ''), '28'), 0))))))
-              GROUP BY person.id
-              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+              WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                               (SELECT person.id AS id, max(person.version) AS version
+                                                                FROM person
+                                                                WHERE equals(person.team_id, 2)
+                                                                GROUP BY person.id
+                                                                HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
            WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-07-01 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('$pageview', 'user signed up')), or(and(ifNull(ilike(e__person.properties___email, '%.com%'), 0), ifNull(equals(e__person.properties___age, '20'), 0)), or(ifNull(ilike(e__person.properties___email, '%.org%'), 0), ifNull(equals(e__person.properties___age, '28'), 0)))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0))))
         GROUP BY aggregation_target
         HAVING ifNull(greaterOrEquals(step_reached, 0), 0))
      WHERE ifNull(greaterOrEquals(step_reached, 2), 0)
      ORDER BY aggregation_target ASC) AS source
   INNER JOIN
-    (SELECT person.id AS id,
-            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
+            person.id AS id
      FROM person
      WHERE equals(person.team_id, 2)
      GROUP BY person.id
diff --git a/posthog/hogql_queries/insights/test/__snapshots__/test_insight_actors_query_runner.ambr b/posthog/hogql_queries/insights/test/__snapshots__/test_insight_actors_query_runner.ambr
index f2ad687c51992..a035cd71bf10e 100644
--- a/posthog/hogql_queries/insights/test/__snapshots__/test_insight_actors_query_runner.ambr
+++ b/posthog/hogql_queries/insights/test/__snapshots__/test_insight_actors_query_runner.ambr
@@ -58,11 +58,14 @@
         ORDER BY aggregation_target ASC) AS source
      INNER JOIN
        (SELECT person.id AS id,
-               argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', ''), person.version) AS properties___name
+               replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', '') AS properties___name
         FROM person
-        WHERE equals(person.team_id, 2)
-        GROUP BY person.id
-        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version), plus(now64(6, 'US/Pacific'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id)
+        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                         (SELECT person.id AS id, max(person.version) AS version
+                                                          FROM person
+                                                          WHERE equals(person.team_id, 2)
+                                                          GROUP BY person.id
+                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version), plus(now64(6, 'US/Pacific'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id)
      ORDER BY persons.properties___name ASC)
   LIMIT 100 SETTINGS readonly=2,
                      max_execution_time=60,
@@ -106,8 +109,8 @@
               GROUP BY person_distinct_id_overrides.distinct_id
               HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
            LEFT JOIN
-             (SELECT person.id AS id,
-                     argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version) AS created_at
+             (SELECT argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version) AS created_at,
+                     person.id AS id
               FROM person
               WHERE equals(person.team_id, 2)
               GROUP BY person.id
@@ -118,36 +121,39 @@
                          and isNull(toStartOfDay(parseDateTime64BestEffortOrNull('2020-01-12', 6, 'US/Pacific')))), ifNull(equals(status, 'returning'), 0))) AS source
      INNER JOIN
        (SELECT person.id AS id,
-               argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', ''), person.version) AS properties___name
+               replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', '') AS properties___name
         FROM person
-        WHERE and(equals(person.team_id, 2), in(person.id,
-                                                  (SELECT source.actor_id AS actor_id
-                                                   FROM
-                                                     (SELECT DISTINCT actor_id AS actor_id
-                                                      FROM
-                                                        (SELECT min(events__person.created_at) AS created_at, arraySort(groupUniqArray(toStartOfDay(toTimeZone(events.timestamp, 'US/Pacific')))) AS all_activity, arrayPopBack(arrayPushFront(all_activity, toStartOfDay(created_at))) AS previous_activity, arrayPopFront(arrayPushBack(all_activity, toStartOfDay(parseDateTime64BestEffortOrNull('1970-01-01 00:00:00', 6, 'US/Pacific')))) AS following_activity, arrayMap((previous, current, index) -> if(ifNull(equals(previous, current), isNull(previous)
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        and isNull(current)), 'new', if(and(ifNull(equals(minus(current, toIntervalDay(1)), previous), isNull(minus(current, toIntervalDay(1)))
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   and isNull(previous)), ifNull(notEquals(index, 1), 1)), 'returning', 'resurrecting')), previous_activity, all_activity, arrayEnumerate(all_activity)) AS initial_status, arrayMap((current, next) -> if(ifNull(equals(plus(current, toIntervalDay(1)), next), isNull(plus(current, toIntervalDay(1)))
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  and isNull(next)), '', 'dormant'), all_activity, following_activity) AS dormant_status, arrayMap(x -> plus(x, toIntervalDay(1)), arrayFilter((current, is_dormant) -> ifNull(equals(is_dormant, 'dormant'), 0), all_activity, dormant_status)) AS dormant_periods, arrayMap(x -> 'dormant', dormant_periods) AS dormant_label, arrayConcat(arrayZip(all_activity, initial_status), arrayZip(dormant_periods, dormant_label)) AS temp_concat, arrayJoin(temp_concat) AS period_status_pairs, period_status_pairs.1 AS start_of_period, period_status_pairs.2 AS status, if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id) AS actor_id
-                                                         FROM events
-                                                         LEFT OUTER JOIN
-                                                           (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, person_distinct_id_overrides.distinct_id AS distinct_id
-                                                            FROM person_distinct_id_overrides
-                                                            WHERE equals(person_distinct_id_overrides.team_id, 2)
-                                                            GROUP BY person_distinct_id_overrides.distinct_id
-                                                            HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
-                                                         LEFT JOIN
-                                                           (SELECT person.id AS id, argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version) AS created_at
-                                                            FROM person
-                                                            WHERE equals(person.team_id, 2)
-                                                            GROUP BY person.id
-                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version), plus(now64(6, 'US/Pacific'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
-                                                         WHERE and(equals(events.team_id, 2), greaterOrEquals(toTimeZone(events.timestamp, 'US/Pacific'), minus(toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-09 00:00:00', 6, 'US/Pacific'))), toIntervalDay(1))), less(toTimeZone(events.timestamp, 'US/Pacific'), plus(toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-19 23:59:59', 6, 'US/Pacific'))), toIntervalDay(1))), equals(events.event, '$pageview'))
-                                                         GROUP BY actor_id)
-                                                      WHERE and(ifNull(equals(start_of_period, toStartOfDay(parseDateTime64BestEffortOrNull('2020-01-12', 6, 'US/Pacific'))), isNull(start_of_period)
-                                                                       and isNull(toStartOfDay(parseDateTime64BestEffortOrNull('2020-01-12', 6, 'US/Pacific')))), ifNull(equals(status, 'returning'), 0))) AS source)))
-        GROUP BY person.id
-        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version), plus(now64(6, 'US/Pacific'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id)
+        WHERE and(equals(person.team_id, 2), in(tuple(person.id, person.version),
+                                                  (SELECT person.id AS id, max(person.version) AS version
+                                                   FROM person
+                                                   WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                             (SELECT source.actor_id AS actor_id
+                                                                                              FROM
+                                                                                                (SELECT DISTINCT actor_id AS actor_id
+                                                                                                 FROM
+                                                                                                   (SELECT min(events__person.created_at) AS created_at, arraySort(groupUniqArray(toStartOfDay(toTimeZone(events.timestamp, 'US/Pacific')))) AS all_activity, arrayPopBack(arrayPushFront(all_activity, toStartOfDay(created_at))) AS previous_activity, arrayPopFront(arrayPushBack(all_activity, toStartOfDay(parseDateTime64BestEffortOrNull('1970-01-01 00:00:00', 6, 'US/Pacific')))) AS following_activity, arrayMap((previous, current, index) -> if(ifNull(equals(previous, current), isNull(previous)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   and isNull(current)), 'new', if(and(ifNull(equals(minus(current, toIntervalDay(1)), previous), isNull(minus(current, toIntervalDay(1)))
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              and isNull(previous)), ifNull(notEquals(index, 1), 1)), 'returning', 'resurrecting')), previous_activity, all_activity, arrayEnumerate(all_activity)) AS initial_status, arrayMap((current, next) -> if(ifNull(equals(plus(current, toIntervalDay(1)), next), isNull(plus(current, toIntervalDay(1)))
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             and isNull(next)), '', 'dormant'), all_activity, following_activity) AS dormant_status, arrayMap(x -> plus(x, toIntervalDay(1)), arrayFilter((current, is_dormant) -> ifNull(equals(is_dormant, 'dormant'), 0), all_activity, dormant_status)) AS dormant_periods, arrayMap(x -> 'dormant', dormant_periods) AS dormant_label, arrayConcat(arrayZip(all_activity, initial_status), arrayZip(dormant_periods, dormant_label)) AS temp_concat, arrayJoin(temp_concat) AS period_status_pairs, period_status_pairs.1 AS start_of_period, period_status_pairs.2 AS status, if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id) AS actor_id
+                                                                                                    FROM events
+                                                                                                    LEFT OUTER JOIN
+                                                                                                      (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, person_distinct_id_overrides.distinct_id AS distinct_id
+                                                                                                       FROM person_distinct_id_overrides
+                                                                                                       WHERE equals(person_distinct_id_overrides.team_id, 2)
+                                                                                                       GROUP BY person_distinct_id_overrides.distinct_id
+                                                                                                       HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
+                                                                                                    LEFT JOIN
+                                                                                                      (SELECT argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version) AS created_at, person.id AS id
+                                                                                                       FROM person
+                                                                                                       WHERE equals(person.team_id, 2)
+                                                                                                       GROUP BY person.id
+                                                                                                       HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version), plus(now64(6, 'US/Pacific'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                    WHERE and(equals(events.team_id, 2), greaterOrEquals(toTimeZone(events.timestamp, 'US/Pacific'), minus(toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-09 00:00:00', 6, 'US/Pacific'))), toIntervalDay(1))), less(toTimeZone(events.timestamp, 'US/Pacific'), plus(toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-19 23:59:59', 6, 'US/Pacific'))), toIntervalDay(1))), equals(events.event, '$pageview'))
+                                                                                                    GROUP BY actor_id)
+                                                                                                 WHERE and(ifNull(equals(start_of_period, toStartOfDay(parseDateTime64BestEffortOrNull('2020-01-12', 6, 'US/Pacific'))), isNull(start_of_period)
+                                                                                                                  and isNull(toStartOfDay(parseDateTime64BestEffortOrNull('2020-01-12', 6, 'US/Pacific')))), ifNull(equals(status, 'returning'), 0))) AS source)))
+                                                   GROUP BY person.id
+                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version), plus(now64(6, 'US/Pacific'), toIntervalDay(1))), 0))))) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id)
      ORDER BY persons.properties___name ASC)
   LIMIT 100 SETTINGS readonly=2,
                      max_execution_time=60,
@@ -213,26 +219,29 @@
         WHERE ifNull(equals(num_intervals, 2), 0)) AS source
      INNER JOIN
        (SELECT person.id AS id,
-               argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', ''), person.version) AS properties___name
+               replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', '') AS properties___name
         FROM person
-        WHERE and(equals(person.team_id, 2), in(person.id,
-                                                  (SELECT source.actor_id AS actor_id
-                                                   FROM
-                                                     (SELECT aggregation_target AS actor_id
-                                                      FROM
-                                                        (SELECT if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, count(DISTINCT toStartOfDay(toTimeZone(e.timestamp, 'US/Pacific'))) AS num_intervals
-                                                         FROM events AS e SAMPLE 1
-                                                         LEFT OUTER JOIN
-                                                           (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, person_distinct_id_overrides.distinct_id AS distinct_id
-                                                            FROM person_distinct_id_overrides
-                                                            WHERE equals(person_distinct_id_overrides.team_id, 2)
-                                                            GROUP BY person_distinct_id_overrides.distinct_id
-                                                            HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
-                                                         WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'US/Pacific'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-09 00:00:00', 6, 'US/Pacific')))), lessOrEquals(toTimeZone(e.timestamp, 'US/Pacific'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-19 23:59:59', 6, 'US/Pacific'))), equals(e.event, '$pageview'))
-                                                         GROUP BY aggregation_target)
-                                                      WHERE ifNull(equals(num_intervals, 2), 0)) AS source)))
-        GROUP BY person.id
-        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version), plus(now64(6, 'US/Pacific'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id)
+        WHERE and(equals(person.team_id, 2), in(tuple(person.id, person.version),
+                                                  (SELECT person.id AS id, max(person.version) AS version
+                                                   FROM person
+                                                   WHERE and(equals(person.team_id, 2), in(person.id,
+                                                                                             (SELECT source.actor_id AS actor_id
+                                                                                              FROM
+                                                                                                (SELECT aggregation_target AS actor_id
+                                                                                                 FROM
+                                                                                                   (SELECT if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, count(DISTINCT toStartOfDay(toTimeZone(e.timestamp, 'US/Pacific'))) AS num_intervals
+                                                                                                    FROM events AS e SAMPLE 1
+                                                                                                    LEFT OUTER JOIN
+                                                                                                      (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, person_distinct_id_overrides.distinct_id AS distinct_id
+                                                                                                       FROM person_distinct_id_overrides
+                                                                                                       WHERE equals(person_distinct_id_overrides.team_id, 2)
+                                                                                                       GROUP BY person_distinct_id_overrides.distinct_id
+                                                                                                       HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
+                                                                                                    WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'US/Pacific'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-09 00:00:00', 6, 'US/Pacific')))), lessOrEquals(toTimeZone(e.timestamp, 'US/Pacific'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-19 23:59:59', 6, 'US/Pacific'))), equals(e.event, '$pageview'))
+                                                                                                    GROUP BY aggregation_target)
+                                                                                                 WHERE ifNull(equals(num_intervals, 2), 0)) AS source)))
+                                                   GROUP BY person.id
+                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version), plus(now64(6, 'US/Pacific'), toIntervalDay(1))), 0))))) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id)
      ORDER BY persons.properties___name ASC)
   LIMIT 100 SETTINGS readonly=2,
                      max_execution_time=60,
@@ -276,72 +285,6 @@
                      max_bytes_before_external_group_by=0
   '''
 # ---
-# name: TestInsightActorsQueryRunner.test_insight_persons_trends_query
-  '''
-  SELECT name AS name
-  FROM
-    (SELECT persons.properties___name AS name
-     FROM
-       (SELECT actor_id AS actor_id,
-               count() AS event_count
-        FROM
-          (SELECT if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS actor_id,
-                  toTimeZone(e.timestamp, 'US/Pacific') AS timestamp,
-                  e.uuid AS uuid
-           FROM events AS e
-           LEFT OUTER JOIN
-             (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
-                     person_distinct_id_overrides.distinct_id AS distinct_id
-              FROM person_distinct_id_overrides
-              WHERE equals(person_distinct_id_overrides.team_id, 2)
-              GROUP BY person_distinct_id_overrides.distinct_id
-              HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
-           LEFT JOIN
-             (SELECT person.id AS id,
-                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
-              FROM person
-              WHERE equals(person.team_id, 2)
-              GROUP BY person.id
-              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version), plus(now64(6, 'US/Pacific'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
-           WHERE and(equals(e.team_id, 2), ifNull(notEquals(e__person.properties___email, 'tom@posthog.com'), 1), greaterOrEquals(timestamp, toDateTime64('2020-01-09 00:00:00.000000', 6, 'US/Pacific')), less(timestamp, toDateTime64('2020-01-10 00:00:00.000000', 6, 'US/Pacific')), equals(e.event, '$pageview')))
-        GROUP BY actor_id) AS source
-     INNER JOIN
-       (SELECT person.id AS id,
-               argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', ''), person.version) AS properties___name
-        FROM person
-        WHERE and(equals(person.team_id, 2), in(person.id,
-                                                  (SELECT source.actor_id AS actor_id
-                                                   FROM
-                                                     (SELECT actor_id AS actor_id, count() AS event_count
-                                                      FROM
-                                                        (SELECT if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS actor_id, toTimeZone(e.timestamp, 'US/Pacific') AS timestamp, e.uuid AS uuid
-                                                         FROM events AS e
-                                                         LEFT OUTER JOIN
-                                                           (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, person_distinct_id_overrides.distinct_id AS distinct_id
-                                                            FROM person_distinct_id_overrides
-                                                            WHERE equals(person_distinct_id_overrides.team_id, 2)
-                                                            GROUP BY person_distinct_id_overrides.distinct_id
-                                                            HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
-                                                         LEFT JOIN
-                                                           (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
-                                                            FROM person
-                                                            WHERE equals(person.team_id, 2)
-                                                            GROUP BY person.id
-                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version), plus(now64(6, 'US/Pacific'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
-                                                         WHERE and(equals(e.team_id, 2), ifNull(notEquals(e__person.properties___email, 'tom@posthog.com'), 1), greaterOrEquals(timestamp, toDateTime64('2020-01-09 00:00:00.000000', 6, 'US/Pacific')), less(timestamp, toDateTime64('2020-01-10 00:00:00.000000', 6, 'US/Pacific')), equals(e.event, '$pageview')))
-                                                      GROUP BY actor_id) AS source)))
-        GROUP BY person.id
-        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version), plus(now64(6, 'US/Pacific'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id)
-     ORDER BY persons.properties___name ASC)
-  LIMIT 100 SETTINGS readonly=2,
-                     max_execution_time=60,
-                     allow_experimental_object_type=1,
-                     format_csv_allow_double_quotes=0,
-                     max_ast_elements=4000000,
-                     max_expanded_ast_elements=4000000,
-                     max_bytes_before_external_group_by=0
-  '''
-# ---
 # name: TestInsightActorsQueryRunner.test_insight_persons_trends_query_with_argmaxV1
   '''
   SELECT name AS name
diff --git a/posthog/hogql_queries/insights/test/__snapshots__/test_lifecycle_query_runner.ambr b/posthog/hogql_queries/insights/test/__snapshots__/test_lifecycle_query_runner.ambr
index b015b6ef963f2..b3d749554f12f 100644
--- a/posthog/hogql_queries/insights/test/__snapshots__/test_lifecycle_query_runner.ambr
+++ b/posthog/hogql_queries/insights/test/__snapshots__/test_lifecycle_query_runner.ambr
@@ -70,8 +70,8 @@
               GROUP BY person_distinct_id_overrides.distinct_id
               HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
            LEFT JOIN
-             (SELECT person.id AS id,
-                     argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+             (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
+                     person.id AS id
               FROM person
               WHERE equals(person.team_id, 2)
               GROUP BY person.id
@@ -148,8 +148,8 @@
               GROUP BY person_distinct_id_overrides.distinct_id
               HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
            LEFT JOIN
-             (SELECT person.id AS id,
-                     argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+             (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
+                     person.id AS id
               FROM person
               WHERE equals(person.team_id, 2)
               GROUP BY person.id
@@ -223,8 +223,8 @@
               GROUP BY person_distinct_id_overrides.distinct_id
               HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
            LEFT JOIN
-             (SELECT person.id AS id,
-                     argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+             (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
+                     person.id AS id
               FROM person
               WHERE equals(person.team_id, 2)
               GROUP BY person.id
@@ -298,8 +298,8 @@
               GROUP BY person_distinct_id_overrides.distinct_id
               HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
            LEFT JOIN
-             (SELECT person.id AS id,
-                     argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version) AS created_at
+             (SELECT argMax(toTimeZone(person.created_at, 'US/Pacific'), person.version) AS created_at,
+                     person.id AS id
               FROM person
               WHERE equals(person.team_id, 2)
               GROUP BY person.id
diff --git a/posthog/hogql_queries/insights/test/__snapshots__/test_paths_query_runner_ee.ambr b/posthog/hogql_queries/insights/test/__snapshots__/test_paths_query_runner_ee.ambr
index a93e47ecb4120..326acba019703 100644
--- a/posthog/hogql_queries/insights/test/__snapshots__/test_paths_query_runner_ee.ambr
+++ b/posthog/hogql_queries/insights/test/__snapshots__/test_paths_query_runner_ee.ambr
@@ -1267,7 +1267,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -1415,7 +1415,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -1562,7 +1562,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -1710,7 +1710,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -1858,7 +1858,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -2005,7 +2005,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -2153,7 +2153,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -2301,7 +2301,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -2448,7 +2448,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -2687,10 +2687,10 @@
      WHERE ifNull(equals(path_key, '2_/2'), 0)
      GROUP BY person_id) AS source
   INNER JOIN
-    (SELECT person.id AS id,
-            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
+            person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -2853,10 +2853,10 @@
                                                                    and isNull(path_key)))
      GROUP BY person_id) AS source
   INNER JOIN
-    (SELECT person.id AS id,
-            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
+            person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -3006,10 +3006,10 @@
                                                                    and isNull(path_key)))
      GROUP BY person_id) AS source
   INNER JOIN
-    (SELECT person.id AS id,
-            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
+            person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -3172,10 +3172,10 @@
      WHERE ifNull(equals(path_key, '2_/2'), 0)
      GROUP BY person_id) AS source
   INNER JOIN
-    (SELECT person.id AS id,
-            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
+            person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -3346,10 +3346,10 @@
      WHERE ifNull(equals(path_key, '2_/2'), 0)
      GROUP BY person_id) AS source
   INNER JOIN
-    (SELECT person.id AS id,
-            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
+            person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -3689,7 +3689,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -3933,7 +3933,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -4177,7 +4177,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -4421,7 +4421,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -4816,7 +4816,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -4963,7 +4963,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -5192,7 +5192,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -5421,7 +5421,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -5568,7 +5568,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -5715,7 +5715,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -13121,7 +13121,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -13269,7 +13269,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -13416,7 +13416,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -13564,7 +13564,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -13712,7 +13712,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -13859,7 +13859,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -14007,7 +14007,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -14155,7 +14155,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -14302,7 +14302,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -14541,10 +14541,10 @@
      WHERE ifNull(equals(path_key, '2_/2'), 0)
      GROUP BY person_id) AS source
   INNER JOIN
-    (SELECT person.id AS id,
-            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
+            person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -14707,10 +14707,10 @@
                                                                    and isNull(path_key)))
      GROUP BY person_id) AS source
   INNER JOIN
-    (SELECT person.id AS id,
-            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
+            person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -14860,10 +14860,10 @@
                                                                    and isNull(path_key)))
      GROUP BY person_id) AS source
   INNER JOIN
-    (SELECT person.id AS id,
-            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
+            person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -15026,10 +15026,10 @@
      WHERE ifNull(equals(path_key, '2_/2'), 0)
      GROUP BY person_id) AS source
   INNER JOIN
-    (SELECT person.id AS id,
-            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
+            person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -15200,10 +15200,10 @@
      WHERE ifNull(equals(path_key, '2_/2'), 0)
      GROUP BY person_id) AS source
   INNER JOIN
-    (SELECT person.id AS id,
-            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
+            person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -15543,7 +15543,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -15787,7 +15787,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -16031,7 +16031,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -16275,7 +16275,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -16670,7 +16670,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -16817,7 +16817,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -17046,7 +17046,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -17275,7 +17275,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -17422,7 +17422,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
@@ -17569,7 +17569,7 @@
   INNER JOIN
     (SELECT person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT person_id AS actor_id, groupUniqArray(100)(tuple(timestamp, uuid, session_id, window_id)) AS matching_events, count(*) AS event_count
diff --git a/posthog/hogql_queries/insights/test/__snapshots__/test_retention_query_runner.ambr b/posthog/hogql_queries/insights/test/__snapshots__/test_retention_query_runner.ambr
index 0350486731c92..63d18ae1c4380 100644
--- a/posthog/hogql_queries/insights/test/__snapshots__/test_retention_query_runner.ambr
+++ b/posthog/hogql_queries/insights/test/__snapshots__/test_retention_query_runner.ambr
@@ -337,11 +337,14 @@
         HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
      LEFT JOIN
        (SELECT person.id AS id,
-               argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
+               replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
         FROM person
-        WHERE equals(person.team_id, 2)
-        GROUP BY person.id
-        HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+        WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                         (SELECT person.id AS id, max(person.version) AS version
+                                                          FROM person
+                                                          WHERE equals(person.team_id, 2)
+                                                          GROUP BY person.id
+                                                          HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
      WHERE and(equals(events.team_id, 2), and(greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toStartOfDay(toDateTime64('2020-06-10 00:00:00.000000', 6, 'UTC'))), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-06-17 00:00:00.000000', 6, 'UTC'))), in(events.event, tuple('$pageview', '$pageview', 'non_matching_event')))
      GROUP BY actor_id) AS actor_activity
   GROUP BY breakdown_values,
diff --git a/posthog/hogql_queries/insights/test/test_insight_actors_query_runner.py b/posthog/hogql_queries/insights/test/test_insight_actors_query_runner.py
index 045132aed54ec..d34bdfe8876b5 100644
--- a/posthog/hogql_queries/insights/test/test_insight_actors_query_runner.py
+++ b/posthog/hogql_queries/insights/test/test_insight_actors_query_runner.py
@@ -8,7 +8,7 @@
 from posthog.models.group.util import create_group
 from posthog.models.group_type_mapping import GroupTypeMapping
 from posthog.models.team import WeekStartDay
-from posthog.schema import HogQLQueryModifiers
+from posthog.schema import HogQLQueryModifiers, PersonsArgMaxVersion
 from posthog.test.base import (
     APIBaseTest,
     ClickhouseTestMixin,
@@ -213,7 +213,7 @@ def test_insight_persons_stickiness_groups_query(self):
         self.assertEqual([("org1",)], response.results)
 
     @snapshot_clickhouse_queries
-    def test_insight_persons_trends_query(self):
+    def test_insight_persons_trends_query_with_argmaxV1(self):
         self._create_test_events()
         self.team.timezone = "US/Pacific"
         self.team.save()
@@ -233,10 +233,39 @@ def test_insight_persons_trends_query(self):
                     </ActorsQuery>
                 )
                 """,
+                modifiers={"personsArgMaxVersion": PersonsArgMaxVersion.V1},
             )
 
         self.assertEqual([("p2",)], response.results)
-        assert "in(person.id," in queries[0]
+        assert "in(id," in queries[0]
+        self.assertEqual(2, queries[0].count("toTimeZone(e.timestamp, 'US/Pacific') AS timestamp"))
+
+    @snapshot_clickhouse_queries
+    def test_insight_persons_trends_query_with_argmaxV2(self):
+        self._create_test_events()
+        self.team.timezone = "US/Pacific"
+        self.team.save()
+
+        with self.capture_queries(lambda query: re.match(r"^SELECT\s+name\s+AS\s+name", query) is not None) as queries:
+            response = self.select(
+                """
+                select * from (
+                    <ActorsQuery select={['properties.name']}>
+                        <InsightActorsQuery day='2020-01-09'>
+                            <TrendsQuery
+                                dateRange={<InsightDateRange date_from='2020-01-09' date_to='2020-01-19' />}
+                                series={[<EventsNode event='$pageview' />]}
+                                properties={[<PersonPropertyFilter type='person' key='email' value='tom@posthog.com' operator='is_not' />]}
+                            />
+                        </InsightActorsQuery>
+                    </ActorsQuery>
+                )
+                """,
+                modifiers={"personsArgMaxVersion": PersonsArgMaxVersion.V2},
+            )
+
+        self.assertEqual([("p2",)], response.results)
+        assert "in(person.id" in queries[0]
         self.assertEqual(2, queries[0].count("toTimeZone(e.timestamp, 'US/Pacific') AS timestamp"))
 
     @snapshot_clickhouse_queries
diff --git a/posthog/hogql_queries/insights/trends/test/__snapshots__/test_trends.ambr b/posthog/hogql_queries/insights/trends/test/__snapshots__/test_trends.ambr
index 2145d20999bcc..14201b4e6b41e 100644
--- a/posthog/hogql_queries/insights/trends/test/__snapshots__/test_trends.ambr
+++ b/posthog/hogql_queries/insights/trends/test/__snapshots__/test_trends.ambr
@@ -70,17 +70,14 @@
            HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
         LEFT JOIN
           (SELECT person.id AS id,
-                  argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$bool_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$bool_prop`
+                  replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$bool_prop'), ''), 'null'), '^"|"$', '') AS `properties___$bool_prop`
            FROM person
-           WHERE and(equals(person.team_id, 2), in(person.id,
-                                                     (SELECT persons_where_optimization.id AS id
-                                                      FROM person AS persons_where_optimization
-                                                      WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                       (SELECT person.id AS id
-                                                                                                                        FROM person
-                                                                                                                        WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$bool_prop'), ''), 'null'), '^"|"$', ''), 'x'), 0)))))
-           GROUP BY person.id
-           HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+           WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                            (SELECT person.id AS id, max(person.version) AS version
+                                                             FROM person
+                                                             WHERE equals(person.team_id, 2)
+                                                             GROUP BY person.id
+                                                             HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
         WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-01 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-07 23:59:59', 6, 'UTC'))), and(equals(e.event, 'sign up'), ifNull(in(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id),
                                                                                                                                                                                                                                                                                                                                                                    (SELECT cohortpeople.person_id AS person_id
                                                                                                                                                                                                                                                                                                                                                                     FROM cohortpeople
@@ -260,10 +257,10 @@
         WHERE and(equals(e.team_id, 2), greaterOrEquals(timestamp, toDateTime64('2020-01-02 00:00:00.000000', 6, 'UTC')), less(timestamp, toDateTime64('2020-01-03 00:00:00.000000', 6, 'UTC')), ifNull(equals(ifNull(nullIf(toString(e__group_0.properties___industry), ''), '$$_posthog_breakdown_null_$$'), 'technology'), 0), equals(e.event, 'sign up')))
      GROUP BY actor_id) AS source
   INNER JOIN
-    (SELECT person.id AS id,
-            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
+            person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT actor_id AS actor_id, count() AS event_count, groupUniqArray(100)(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS matching_events
@@ -352,114 +349,6 @@
                        max_bytes_before_external_group_by=0
   '''
 # ---
-# name: TestTrends.test_breakdown_by_person_property_pie_with_event_dau_filter
-  '''
-  SELECT sum(total) AS total,
-         if(ifNull(ifNull(greaterOrEquals(row_number, 26), 0), 0), '$$_posthog_breakdown_other_$$', breakdown_value) AS breakdown_value
-  FROM
-    (SELECT count AS total,
-                     breakdown_value AS breakdown_value,
-                     row_number() OVER (
-                                        ORDER BY total DESC) AS row_number
-     FROM
-       (SELECT sum(total) AS count,
-               breakdown_value AS breakdown_value
-        FROM
-          (SELECT count(DISTINCT if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id)) AS total,
-                  ifNull(nullIf(toString(e__person.properties___name), ''), '$$_posthog_breakdown_null_$$') AS breakdown_value
-           FROM events AS e SAMPLE 1
-           LEFT OUTER JOIN
-             (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
-                     person_distinct_id_overrides.distinct_id AS distinct_id
-              FROM person_distinct_id_overrides
-              WHERE equals(person_distinct_id_overrides.team_id, 2)
-              GROUP BY person_distinct_id_overrides.distinct_id
-              HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
-           LEFT JOIN
-             (SELECT person.id AS id,
-                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', ''), person.version) AS properties___name
-              FROM person
-              WHERE and(equals(person.team_id, 2), in(person.id,
-                                                        (SELECT person.id AS id
-                                                         FROM person
-                                                         WHERE and(equals(person.team_id, 2), notIn(person.id,
-                                                                                                      (SELECT person.id AS id
-                                                                                                       FROM person
-                                                                                                       WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(notILike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', ''), '%person3%'), 1)))))
-              GROUP BY person.id
-              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
-           WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-21 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-04 23:59:59', 6, 'UTC'))), equals(e.event, 'watched movie'), ifNull(notILike(e__person.properties___name, '%person3%'), 1))
-           GROUP BY breakdown_value)
-        GROUP BY breakdown_value
-        ORDER BY breakdown_value ASC)
-     ORDER BY total DESC, breakdown_value ASC)
-  WHERE isNotNull(breakdown_value)
-  GROUP BY breakdown_value
-  ORDER BY if(ifNull(equals(breakdown_value, '$$_posthog_breakdown_other_$$'), 0), 2, if(ifNull(equals(breakdown_value, '$$_posthog_breakdown_null_$$'), 0), 1, 0)) ASC, total DESC,
-                                                                                                                                                                         breakdown_value ASC
-  LIMIT 50000 SETTINGS readonly=2,
-                       max_execution_time=60,
-                       allow_experimental_object_type=1,
-                       format_csv_allow_double_quotes=0,
-                       max_ast_elements=4000000,
-                       max_expanded_ast_elements=4000000,
-                       max_bytes_before_external_group_by=0
-  '''
-# ---
-# name: TestTrends.test_breakdown_by_person_property_pie_with_event_dau_filter.1
-  '''
-  SELECT sum(total) AS total,
-         arrayMap(i -> if(ifNull(ifNull(greaterOrEquals(row_number, 26), 0), 0), '$$_posthog_breakdown_other_$$', i), breakdown_value) AS breakdown_value
-  FROM
-    (SELECT count AS total,
-                     breakdown_value AS breakdown_value,
-                     row_number() OVER (
-                                        ORDER BY total DESC) AS row_number
-     FROM
-       (SELECT sum(total) AS count,
-               [ifNull(toString(breakdown_value_1), '$$_posthog_breakdown_null_$$')] AS breakdown_value
-        FROM
-          (SELECT count(DISTINCT if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id)) AS total,
-                  ifNull(nullIf(toString(e__person.properties___name), ''), '$$_posthog_breakdown_null_$$') AS breakdown_value_1
-           FROM events AS e SAMPLE 1
-           LEFT OUTER JOIN
-             (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id,
-                     person_distinct_id_overrides.distinct_id AS distinct_id
-              FROM person_distinct_id_overrides
-              WHERE equals(person_distinct_id_overrides.team_id, 2)
-              GROUP BY person_distinct_id_overrides.distinct_id
-              HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
-           LEFT JOIN
-             (SELECT person.id AS id,
-                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', ''), person.version) AS properties___name
-              FROM person
-              WHERE and(equals(person.team_id, 2), in(person.id,
-                                                        (SELECT person.id AS id
-                                                         FROM person
-                                                         WHERE and(equals(person.team_id, 2), notIn(person.id,
-                                                                                                      (SELECT person.id AS id
-                                                                                                       FROM person
-                                                                                                       WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(notILike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', ''), '%person3%'), 1)))))
-              GROUP BY person.id
-              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
-           WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-21 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-04 23:59:59', 6, 'UTC'))), equals(e.event, 'watched movie'), ifNull(notILike(e__person.properties___name, '%person3%'), 1))
-           GROUP BY breakdown_value_1)
-        GROUP BY breakdown_value_1
-        ORDER BY breakdown_value ASC)
-     ORDER BY total DESC, breakdown_value ASC)
-  WHERE arrayExists(x -> isNotNull(x), breakdown_value)
-  GROUP BY breakdown_value
-  ORDER BY if(has(breakdown_value, '$$_posthog_breakdown_other_$$'), 2, if(has(breakdown_value, '$$_posthog_breakdown_null_$$'), 1, 0)) ASC, total DESC,
-                                                                                                                                             breakdown_value ASC
-  LIMIT 50000 SETTINGS readonly=2,
-                       max_execution_time=60,
-                       allow_experimental_object_type=1,
-                       format_csv_allow_double_quotes=0,
-                       max_ast_elements=4000000,
-                       max_expanded_ast_elements=4000000,
-                       max_bytes_before_external_group_by=0
-  '''
-# ---
 # name: TestTrends.test_breakdown_filtering_with_properties_in_new_format
   '''
   SELECT groupArray(1)(date)[1] AS date,
@@ -800,17 +689,14 @@
                     HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                  LEFT JOIN
                    (SELECT person.id AS id,
-                           argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', ''), person.version) AS properties___name
+                           replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', '') AS properties___name
                     FROM person
-                    WHERE and(equals(person.team_id, 2), in(person.id,
-                                                              (SELECT persons_where_optimization.id AS id
-                                                               FROM person AS persons_where_optimization
-                                                               WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                (SELECT person.id AS id
-                                                                                                                                 FROM person
-                                                                                                                                 WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), or(ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'name'), ''), 'null'), '^"|"$', ''), 'p1'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'name'), ''), 'null'), '^"|"$', ''), 'p2'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'name'), ''), 'null'), '^"|"$', ''), 'p3'), 0))))))
-                    GROUP BY person.id
-                    HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                    WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                     (SELECT person.id AS id, max(person.version) AS version
+                                                                      FROM person
+                                                                      WHERE equals(person.team_id, 2)
+                                                                      GROUP BY person.id
+                                                                      HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                  WHERE and(equals(e.team_id, 2), and(equals(e.event, '$pageview'), and(or(ifNull(equals(e__person.properties___name, 'p1'), 0), ifNull(equals(e__person.properties___name, 'p2'), 0), ifNull(equals(e__person.properties___name, 'p3'), 0)), ifNull(in(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id),
                                                                                                                                                                                                                                                                          (SELECT cohortpeople.person_id AS person_id
                                                                                                                                                                                                                                                                           FROM cohortpeople
@@ -1484,17 +1370,14 @@
            HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
         LEFT JOIN
           (SELECT person.id AS id,
-                  argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', ''), person.version) AS properties___name
+                  replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', '') AS properties___name
            FROM person
-           WHERE and(equals(person.team_id, 2), in(person.id,
-                                                     (SELECT persons_where_optimization.id AS id
-                                                      FROM person AS persons_where_optimization
-                                                      WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                       (SELECT person.id AS id
-                                                                                                                        FROM person
-                                                                                                                        WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'name'), ''), 'null'), '^"|"$', ''), 'Jane'), 0)))))
-           GROUP BY person.id
-           HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+           WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                            (SELECT person.id AS id, max(person.version) AS version
+                                                             FROM person
+                                                             WHERE equals(person.team_id, 2)
+                                                             GROUP BY person.id
+                                                             HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
         WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-26 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-02 23:59:59', 6, 'UTC'))), equals(e.event, 'event_name'), ifNull(equals(e__person.properties___name, 'Jane'), 0))
         GROUP BY day_start)
      GROUP BY day_start
@@ -1653,10 +1536,10 @@
         WHERE and(equals(e.team_id, 2), and(ifNull(equals(e__group_0.properties___industry, 'finance'), 0), ifNull(equals(e__group_2.properties___name, 'six'), 0)), greaterOrEquals(timestamp, toDateTime64('2020-01-02 00:00:00.000000', 6, 'UTC')), less(timestamp, toDateTime64('2020-01-03 00:00:00.000000', 6, 'UTC')), equals(e.event, 'sign up')))
      GROUP BY actor_id) AS source
   INNER JOIN
-    (SELECT person.id AS id,
-            argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at
+    (SELECT argMax(toTimeZone(person.created_at, 'UTC'), person.version) AS created_at,
+            person.id AS id
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
+     WHERE and(equals(person.team_id, 2), in(id,
                                                (SELECT source.actor_id AS actor_id
                                                 FROM
                                                   (SELECT actor_id AS actor_id, count() AS event_count, groupUniqArray(100)(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS matching_events
@@ -1776,18 +1659,15 @@
                     HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                  LEFT JOIN
                    (SELECT person.id AS id,
-                           argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`,
-                           argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'filter_prop'), ''), 'null'), '^"|"$', ''), person.version) AS properties___filter_prop
+                           replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', '') AS `properties___$some_prop`,
+                           replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'filter_prop'), ''), 'null'), '^"|"$', '') AS properties___filter_prop
                     FROM person
-                    WHERE and(equals(person.team_id, 2), in(person.id,
-                                                              (SELECT persons_where_optimization.id AS id
-                                                               FROM person AS persons_where_optimization
-                                                               WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                (SELECT person.id AS id
-                                                                                                                                 FROM person
-                                                                                                                                 WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'filter_prop'), ''), 'null'), '^"|"$', ''), 'filter_val'), 0)))))
-                    GROUP BY person.id
-                    HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                    WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                     (SELECT person.id AS id, max(person.version) AS version
+                                                                      FROM person
+                                                                      WHERE equals(person.team_id, 2)
+                                                                      GROUP BY person.id
+                                                                      HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                  WHERE and(equals(e.team_id, 2), and(equals(e.event, 'sign up'), ifNull(equals(e__person.properties___filter_prop, 'filter_val'), 0)), ifNull(greaterOrEquals(timestamp, minus(assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-28 00:00:00', 6, 'UTC')), toIntervalDay(30))), 0), ifNull(lessOrEquals(timestamp, assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-04 23:59:59', 6, 'UTC'))), 0))
                  GROUP BY timestamp, actor_id,
                                      breakdown_value) AS e
@@ -1853,18 +1733,15 @@
                     HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
                  LEFT JOIN
                    (SELECT person.id AS id,
-                           argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`,
-                           argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'filter_prop'), ''), 'null'), '^"|"$', ''), person.version) AS properties___filter_prop
+                           replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', '') AS `properties___$some_prop`,
+                           replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'filter_prop'), ''), 'null'), '^"|"$', '') AS properties___filter_prop
                     FROM person
-                    WHERE and(equals(person.team_id, 2), in(person.id,
-                                                              (SELECT persons_where_optimization.id AS id
-                                                               FROM person AS persons_where_optimization
-                                                               WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                (SELECT person.id AS id
-                                                                                                                                 FROM person
-                                                                                                                                 WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'filter_prop'), ''), 'null'), '^"|"$', ''), 'filter_val'), 0)))))
-                    GROUP BY person.id
-                    HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                    WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                     (SELECT person.id AS id, max(person.version) AS version
+                                                                      FROM person
+                                                                      WHERE equals(person.team_id, 2)
+                                                                      GROUP BY person.id
+                                                                      HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
                  WHERE and(equals(e.team_id, 2), and(equals(e.event, 'sign up'), ifNull(equals(e__person.properties___filter_prop, 'filter_val'), 0)), ifNull(greaterOrEquals(timestamp, minus(assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-28 00:00:00', 6, 'UTC')), toIntervalDay(30))), 0), ifNull(lessOrEquals(timestamp, assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-04 23:59:59', 6, 'UTC'))), 0))
                  GROUP BY timestamp, actor_id,
                                      breakdown_value_1) AS e
@@ -2227,17 +2104,14 @@
            HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
         LEFT JOIN
           (SELECT person.id AS id,
-                  argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', ''), person.version) AS properties___name
+                  replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', '') AS properties___name
            FROM person
-           WHERE and(equals(person.team_id, 2), in(person.id,
-                                                     (SELECT persons_where_optimization.id AS id
-                                                      FROM person AS persons_where_optimization
-                                                      WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                       (SELECT person.id AS id
-                                                                                                                        FROM person
-                                                                                                                        WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'name'), ''), 'null'), '^"|"$', ''), 'person1'), 0)))))
-           GROUP BY person.id
-           HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+           WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                            (SELECT person.id AS id, max(person.version) AS version
+                                                             FROM person
+                                                             WHERE equals(person.team_id, 2)
+                                                             GROUP BY person.id
+                                                             HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
         WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-28 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-04 23:59:59', 6, 'UTC'))), equals(e.event, 'watched movie'), ifNull(equals(e__person.properties___name, 'person1'), 0))
         GROUP BY day_start)
      GROUP BY day_start
@@ -2273,17 +2147,14 @@
            HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
         LEFT JOIN
           (SELECT person.id AS id,
-                  argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', ''), person.version) AS properties___name
+                  replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', '') AS properties___name
            FROM person
-           WHERE and(equals(person.team_id, 2), in(person.id,
-                                                     (SELECT persons_where_optimization.id AS id
-                                                      FROM person AS persons_where_optimization
-                                                      WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                       (SELECT person.id AS id
-                                                                                                                        FROM person
-                                                                                                                        WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'name'), ''), 'null'), '^"|"$', ''), 'person1'), 0)))))
-           GROUP BY person.id
-           HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+           WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                            (SELECT person.id AS id, max(person.version) AS version
+                                                             FROM person
+                                                             WHERE equals(person.team_id, 2)
+                                                             GROUP BY person.id
+                                                             HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
         WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-28 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-04 23:59:59', 6, 'UTC'))), equals(e.event, 'watched movie'), ifNull(equals(e__person.properties___name, 'person1'), 0))
         GROUP BY day_start)
      GROUP BY day_start
@@ -2345,17 +2216,14 @@
            HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
         LEFT JOIN
           (SELECT person.id AS id,
-                  argMax(nullIf(nullIf(person.pmat_name, ''), 'null'), person.version) AS properties___name
+                  nullIf(nullIf(person.pmat_name, ''), 'null') AS properties___name
            FROM person
-           WHERE and(equals(person.team_id, 2), in(person.id,
-                                                     (SELECT persons_where_optimization.id AS id
-                                                      FROM person AS persons_where_optimization
-                                                      WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                       (SELECT person.id AS id
-                                                                                                                        FROM person
-                                                                                                                        WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.pmat_name, ''), 'null'), 'person1'), 0)))))
-           GROUP BY person.id
-           HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+           WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                            (SELECT person.id AS id, max(person.version) AS version
+                                                             FROM person
+                                                             WHERE equals(person.team_id, 2)
+                                                             GROUP BY person.id
+                                                             HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
         WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-28 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-04 23:59:59', 6, 'UTC'))), equals(e.event, 'watched movie'), ifNull(equals(e__person.properties___name, 'person1'), 0))
         GROUP BY day_start)
      GROUP BY day_start
@@ -2417,17 +2285,14 @@
            HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
         LEFT JOIN
           (SELECT person.id AS id,
-                  argMax(nullIf(nullIf(person.pmat_name, ''), 'null'), person.version) AS properties___name
+                  nullIf(nullIf(person.pmat_name, ''), 'null') AS properties___name
            FROM person
-           WHERE and(equals(person.team_id, 2), in(person.id,
-                                                     (SELECT persons_where_optimization.id AS id
-                                                      FROM person AS persons_where_optimization
-                                                      WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                       (SELECT person.id AS id
-                                                                                                                        FROM person
-                                                                                                                        WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.pmat_name, ''), 'null'), 'person1'), 0)))))
-           GROUP BY person.id
-           HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+           WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                            (SELECT person.id AS id, max(person.version) AS version
+                                                             FROM person
+                                                             WHERE equals(person.team_id, 2)
+                                                             GROUP BY person.id
+                                                             HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
         WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-28 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-04 23:59:59', 6, 'UTC'))), equals(e.event, 'watched movie'), ifNull(equals(e__person.properties___name, 'person1'), 0))
         GROUP BY day_start)
      GROUP BY day_start
@@ -3532,19 +3397,16 @@
               HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
            LEFT JOIN
              (SELECT person.id AS id,
-                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email,
-                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$os'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$os`,
-                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
+                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email,
+                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$os'), ''), 'null'), '^"|"$', '') AS `properties___$os`,
+                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
               FROM person
-              WHERE and(equals(person.team_id, 2), in(person.id,
-                                                        (SELECT persons_where_optimization.id AS id
-                                                         FROM person AS persons_where_optimization
-                                                         WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                          (SELECT person.id AS id
-                                                                                                                           FROM person
-                                                                                                                           WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), or(ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$os'), ''), 'null'), '^"|"$', ''), 'android'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'safari'), 0))))))
-              GROUP BY person.id
-              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+              WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                               (SELECT person.id AS id, max(person.version) AS version
+                                                                FROM person
+                                                                WHERE equals(person.team_id, 2)
+                                                                GROUP BY person.id
+                                                                HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
            WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-01 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-07-01 23:59:59', 6, 'UTC'))), equals(e.event, 'sign up'), and(or(ifNull(notILike(e__person.properties___email, '%@posthog.com%'), 1), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, 'key'), ''), 'null'), '^"|"$', ''), 'val'), 0)), or(ifNull(equals(e__person.`properties___$os`, 'android'), 0), ifNull(equals(e__person.`properties___$browser`, 'safari'), 0))))
            GROUP BY day_start,
                     breakdown_value)
@@ -3594,19 +3456,16 @@
               HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
            LEFT JOIN
              (SELECT person.id AS id,
-                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email,
-                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$os'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$os`,
-                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$browser`
+                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email,
+                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$os'), ''), 'null'), '^"|"$', '') AS `properties___$os`,
+                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$browser'), ''), 'null'), '^"|"$', '') AS `properties___$browser`
               FROM person
-              WHERE and(equals(person.team_id, 2), in(person.id,
-                                                        (SELECT persons_where_optimization.id AS id
-                                                         FROM person AS persons_where_optimization
-                                                         WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                          (SELECT person.id AS id
-                                                                                                                           FROM person
-                                                                                                                           WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), and(ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$os'), ''), 'null'), '^"|"$', ''), 'android'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'chrome'), 0), ifNull(ilike(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), '%@posthog.com%'), 0))))))
-              GROUP BY person.id
-              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+              WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                               (SELECT person.id AS id, max(person.version) AS version
+                                                                FROM person
+                                                                WHERE equals(person.team_id, 2)
+                                                                GROUP BY person.id
+                                                                HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
            WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-01 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-07-01 23:59:59', 6, 'UTC'))), equals(e.event, 'sign up'), and(ifNull(equals(e__person.`properties___$os`, 'android'), 0), ifNull(equals(e__person.`properties___$browser`, 'chrome'), 0)), and(ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, 'key'), ''), 'null'), '^"|"$', ''), 'val'), 0), ifNull(ilike(e__person.properties___email, '%@posthog.com%'), 0)))
            GROUP BY day_start,
                     breakdown_value)
@@ -3674,17 +3533,14 @@
            HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
         LEFT JOIN
           (SELECT person.id AS id,
-                  argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`
+                  replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', '') AS `properties___$some_prop`
            FROM person
-           WHERE and(equals(person.team_id, 2), in(person.id,
-                                                     (SELECT persons_where_optimization.id AS id
-                                                      FROM person AS persons_where_optimization
-                                                      WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                       (SELECT person.id AS id
-                                                                                                                        FROM person
-                                                                                                                        WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), 'some_val'), 0)))))
-           GROUP BY person.id
-           HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+           WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                            (SELECT person.id AS id, max(person.version) AS version
+                                                             FROM person
+                                                             WHERE equals(person.team_id, 2)
+                                                             GROUP BY person.id
+                                                             HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
         WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-24 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-31 23:59:59', 6, 'UTC'))), equals(e.event, 'sign up'), ifNull(equals(e__person.`properties___$some_prop`, 'some_val'), 0))
         GROUP BY day_start)
      GROUP BY day_start
@@ -3728,11 +3584,14 @@
               HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
            LEFT JOIN
              (SELECT person.id AS id,
-                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`
+                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', '') AS `properties___$some_prop`
               FROM person
-              WHERE equals(person.team_id, 2)
-              GROUP BY person.id
-              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+              WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                               (SELECT person.id AS id, max(person.version) AS version
+                                                                FROM person
+                                                                WHERE equals(person.team_id, 2)
+                                                                GROUP BY person.id
+                                                                HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
            WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-24 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-31 23:59:59', 6, 'UTC'))), equals(e.event, 'sign up'))
            GROUP BY day_start,
                     breakdown_value)
@@ -3782,11 +3641,14 @@
               HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
            LEFT JOIN
              (SELECT person.id AS id,
-                     argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`
+                     replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', '') AS `properties___$some_prop`
               FROM person
-              WHERE equals(person.team_id, 2)
-              GROUP BY person.id
-              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+              WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                               (SELECT person.id AS id, max(person.version) AS version
+                                                                FROM person
+                                                                WHERE equals(person.team_id, 2)
+                                                                GROUP BY person.id
+                                                                HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
            WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-24 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-31 23:59:59', 6, 'UTC'))), equals(e.event, 'sign up'))
            GROUP BY day_start,
                     breakdown_value_1)
@@ -4816,11 +4678,14 @@
                           raw_sessions.session_id_v7) AS e__session ON equals(toUInt128(accurateCastOrNull(e.`$session_id`, 'UUID')), e__session.session_id_v7)
               LEFT JOIN
                 (SELECT person.id AS id,
-                        argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`
+                        replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', '') AS `properties___$some_prop`
                  FROM person
-                 WHERE equals(person.team_id, 2)
-                 GROUP BY person.id
-                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                 WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                  (SELECT person.id AS id, max(person.version) AS version
+                                                                   FROM person
+                                                                   WHERE equals(person.team_id, 2)
+                                                                   GROUP BY person.id
+                                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
               WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-28 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-04 23:59:59', 6, 'UTC'))), equals(e.event, 'sign up'))
               GROUP BY e.`$session_id`,
                        breakdown_value)
@@ -4876,11 +4741,14 @@
                           raw_sessions.session_id_v7) AS e__session ON equals(toUInt128(accurateCastOrNull(e.`$session_id`, 'UUID')), e__session.session_id_v7)
               LEFT JOIN
                 (SELECT person.id AS id,
-                        argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', ''), person.version) AS `properties___$some_prop`
+                        replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, '$some_prop'), ''), 'null'), '^"|"$', '') AS `properties___$some_prop`
                  FROM person
-                 WHERE equals(person.team_id, 2)
-                 GROUP BY person.id
-                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                 WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                  (SELECT person.id AS id, max(person.version) AS version
+                                                                   FROM person
+                                                                   WHERE equals(person.team_id, 2)
+                                                                   GROUP BY person.id
+                                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
               WHERE and(equals(e.team_id, 2), greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toStartOfDay(assumeNotNull(parseDateTime64BestEffortOrNull('2019-12-28 00:00:00', 6, 'UTC')))), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-04 23:59:59', 6, 'UTC'))), equals(e.event, 'sign up'))
               GROUP BY e.`$session_id`,
                        breakdown_value_1)
@@ -5551,17 +5419,14 @@
                  HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
               LEFT JOIN
                 (SELECT person.id AS id,
-                        argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', ''), person.version) AS properties___name
+                        replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', '') AS properties___name
                  FROM person
-                 WHERE and(equals(person.team_id, 2), in(person.id,
-                                                           (SELECT persons_where_optimization.id AS id
-                                                            FROM person AS persons_where_optimization
-                                                            WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                             (SELECT person.id AS id
-                                                                                                                              FROM person
-                                                                                                                              WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), or(ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'name'), ''), 'null'), '^"|"$', ''), 'person-1'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'name'), ''), 'null'), '^"|"$', ''), 'person-2'), 0))))))
-                 GROUP BY person.id
-                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                 WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                  (SELECT person.id AS id, max(person.version) AS version
+                                                                   FROM person
+                                                                   WHERE equals(person.team_id, 2)
+                                                                   GROUP BY person.id
+                                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
               WHERE and(equals(e.team_id, 2), and(equals(e.event, '$pageview'), or(ifNull(equals(e__person.properties___name, 'person-1'), 0), ifNull(equals(e__person.properties___name, 'person-2'), 0))), ifNull(greaterOrEquals(timestamp, minus(assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-01 00:00:00', 6, 'UTC')), toIntervalDay(7))), 0), ifNull(lessOrEquals(timestamp, assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-12 23:59:59', 6, 'UTC'))), 0))
               GROUP BY timestamp, actor_id) AS e
            WHERE and(ifNull(lessOrEquals(e.timestamp, plus(d.timestamp, toIntervalDay(1))), 0), ifNull(greater(e.timestamp, minus(d.timestamp, toIntervalDay(6))), 0))
@@ -5610,17 +5475,14 @@
                  HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id)
               LEFT JOIN
                 (SELECT person.id AS id,
-                        argMax(nullIf(nullIf(person.pmat_name, ''), 'null'), person.version) AS properties___name
+                        nullIf(nullIf(person.pmat_name, ''), 'null') AS properties___name
                  FROM person
-                 WHERE and(equals(person.team_id, 2), in(person.id,
-                                                           (SELECT persons_where_optimization.id AS id
-                                                            FROM person AS persons_where_optimization
-                                                            WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                             (SELECT person.id AS id
-                                                                                                                              FROM person
-                                                                                                                              WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), or(ifNull(equals(nullIf(nullIf(persons_where_optimization.pmat_name, ''), 'null'), 'person-1'), 0), ifNull(equals(nullIf(nullIf(persons_where_optimization.pmat_name, ''), 'null'), 'person-2'), 0))))))
-                 GROUP BY person.id
-                 HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
+                 WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                  (SELECT person.id AS id, max(person.version) AS version
+                                                                   FROM person
+                                                                   WHERE equals(person.team_id, 2)
+                                                                   GROUP BY person.id
+                                                                   HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id)
               WHERE and(equals(e.team_id, 2), and(equals(e.event, '$pageview'), or(ifNull(equals(e__person.properties___name, 'person-1'), 0), ifNull(equals(e__person.properties___name, 'person-2'), 0))), ifNull(greaterOrEquals(timestamp, minus(assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-01 00:00:00', 6, 'UTC')), toIntervalDay(7))), 0), ifNull(lessOrEquals(timestamp, assumeNotNull(parseDateTime64BestEffortOrNull('2020-01-12 23:59:59', 6, 'UTC'))), 0))
               GROUP BY timestamp, actor_id) AS e
            WHERE and(ifNull(lessOrEquals(e.timestamp, plus(d.timestamp, toIntervalDay(1))), 0), ifNull(greater(e.timestamp, minus(d.timestamp, toIntervalDay(6))), 0))
diff --git a/posthog/hogql_queries/insights/trends/test/__snapshots__/test_trends_persons.ambr b/posthog/hogql_queries/insights/trends/test/__snapshots__/test_trends_persons.ambr
index 8b88bfb2d9371..46cefcb7c8f49 100644
--- a/posthog/hogql_queries/insights/trends/test/__snapshots__/test_trends_persons.ambr
+++ b/posthog/hogql_queries/insights/trends/test/__snapshots__/test_trends_persons.ambr
@@ -1,4 +1,14 @@
 # serializer version: 1
+# name: TestTrendsPersons.test_trends_all_cohort_breakdown_persons_leftjoin
+  '''
+  
+  SELECT count(DISTINCT person_id)
+  FROM cohortpeople
+  WHERE team_id = 2
+    AND cohort_id = 2
+    AND version = NULL
+  '''
+# ---
 # name: TestTrendsPersons.test_trends_all_cohort_breakdown_persons_leftjoin.1
   '''
   /* cohort_calculation: */
diff --git a/posthog/hogql_queries/test/__snapshots__/test_actors_query_runner.ambr b/posthog/hogql_queries/test/__snapshots__/test_actors_query_runner.ambr
index 7e097645bdbfb..b98c8fab5986f 100644
--- a/posthog/hogql_queries/test/__snapshots__/test_actors_query_runner.ambr
+++ b/posthog/hogql_queries/test/__snapshots__/test_actors_query_runner.ambr
@@ -1,80 +1,4 @@
 # serializer version: 1
-# name: TestActorsQueryRunner.test_persons_query_search_email
-  '''
-  SELECT persons.id,
-         persons.id AS id,
-         persons.created_at AS created_at,
-         1
-  FROM
-    (SELECT person.id AS id,
-            replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email,
-            replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', '') AS properties___name,
-            toTimeZone(person.created_at, 'UTC') AS created_at
-     FROM person
-     WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                      (SELECT person.id AS id, max(person.version) AS version
-                                                       FROM person
-                                                       WHERE equals(person.team_id, 2)
-                                                       GROUP BY person.id
-                                                       HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
-  WHERE or(ifNull(ilike(persons.properties___email, '%jacob4@RANDOM_TEST_ID::01929020-03d5-0000-a54b-af244f0e0186.posthog%'), 0), ifNull(ilike(persons.properties___name, '%jacob4@RANDOM_TEST_ID::01929020-03d5-0000-a54b-af244f0e0186.posthog%'), 0), ifNull(ilike(toString(persons.id), '%jacob4@RANDOM_TEST_ID::01929020-03d5-0000-a54b-af244f0e0186.posthog%'), 0), ifNull(in(persons.id,
-                                                                                                                                                                                                                                                                                                                                                                                     (SELECT person_distinct_ids.person_id AS person_id
-                                                                                                                                                                                                                                                                                                                                                                                      FROM
-                                                                                                                                                                                                                                                                                                                                                                                        (SELECT argMax(person_distinct_id2.person_id, person_distinct_id2.version) AS person_id, person_distinct_id2.distinct_id AS distinct_id
-                                                                                                                                                                                                                                                                                                                                                                                         FROM person_distinct_id2
-                                                                                                                                                                                                                                                                                                                                                                                         WHERE equals(person_distinct_id2.team_id, 2)
-                                                                                                                                                                                                                                                                                                                                                                                         GROUP BY person_distinct_id2.distinct_id
-                                                                                                                                                                                                                                                                                                                                                                                         HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS person_distinct_ids
-                                                                                                                                                                                                                                                                                                                                                                                      WHERE ifNull(ilike(person_distinct_ids.distinct_id, '%jacob4@RANDOM_TEST_ID::01929020-03d5-0000-a54b-af244f0e0186.posthog%'), 0))), 0))
-  ORDER BY persons.created_at DESC
-  LIMIT 101
-  OFFSET 0 SETTINGS readonly=2,
-                    max_execution_time=60,
-                    allow_experimental_object_type=1,
-                    format_csv_allow_double_quotes=0,
-                    max_ast_elements=4000000,
-                    max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
-  '''
-# ---
-# name: TestActorsQueryRunner.test_persons_query_search_email.1
-  '''
-  SELECT persons.id,
-         persons.id AS id,
-         persons.created_at AS created_at,
-         1
-  FROM
-    (SELECT person.id AS id,
-            replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email,
-            replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'name'), ''), 'null'), '^"|"$', '') AS properties___name,
-            toTimeZone(person.created_at, 'UTC') AS created_at
-     FROM person
-     WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
-                                                      (SELECT person.id AS id, max(person.version) AS version
-                                                       FROM person
-                                                       WHERE equals(person.team_id, 2)
-                                                       GROUP BY person.id
-                                                       HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons
-  WHERE or(ifNull(ilike(persons.properties___email, '%JACOB4@RANDOM_TEST_ID::01929020-03d5-0000-a54b-af244f0e0186.posthog%'), 0), ifNull(ilike(persons.properties___name, '%JACOB4@RANDOM_TEST_ID::01929020-03d5-0000-a54b-af244f0e0186.posthog%'), 0), ifNull(ilike(toString(persons.id), '%JACOB4@RANDOM_TEST_ID::01929020-03d5-0000-a54b-af244f0e0186.posthog%'), 0), ifNull(in(persons.id,
-                                                                                                                                                                                                                                                                                                                                                                                     (SELECT person_distinct_ids.person_id AS person_id
-                                                                                                                                                                                                                                                                                                                                                                                      FROM
-                                                                                                                                                                                                                                                                                                                                                                                        (SELECT argMax(person_distinct_id2.person_id, person_distinct_id2.version) AS person_id, person_distinct_id2.distinct_id AS distinct_id
-                                                                                                                                                                                                                                                                                                                                                                                         FROM person_distinct_id2
-                                                                                                                                                                                                                                                                                                                                                                                         WHERE equals(person_distinct_id2.team_id, 2)
-                                                                                                                                                                                                                                                                                                                                                                                         GROUP BY person_distinct_id2.distinct_id
-                                                                                                                                                                                                                                                                                                                                                                                         HAVING ifNull(equals(argMax(person_distinct_id2.is_deleted, person_distinct_id2.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS person_distinct_ids
-                                                                                                                                                                                                                                                                                                                                                                                      WHERE ifNull(ilike(person_distinct_ids.distinct_id, '%JACOB4@RANDOM_TEST_ID::01929020-03d5-0000-a54b-af244f0e0186.posthog%'), 0))), 0))
-  ORDER BY persons.created_at DESC
-  LIMIT 101
-  OFFSET 0 SETTINGS readonly=2,
-                    max_execution_time=60,
-                    allow_experimental_object_type=1,
-                    format_csv_allow_double_quotes=0,
-                    max_ast_elements=4000000,
-                    max_expanded_ast_elements=4000000,
-                    max_bytes_before_external_group_by=0
-  '''
-# ---
 # name: TestActorsQueryRunner.test_persons_query_search_snapshot
   '''
   
diff --git a/posthog/hogql_queries/test/__snapshots__/test_error_tracking_query_runner.ambr b/posthog/hogql_queries/test/__snapshots__/test_error_tracking_query_runner.ambr
index 86f7a0a0b99b9..9a973fc39730b 100644
--- a/posthog/hogql_queries/test/__snapshots__/test_error_tracking_query_runner.ambr
+++ b/posthog/hogql_queries/test/__snapshots__/test_error_tracking_query_runner.ambr
@@ -42,11 +42,14 @@
      HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
   LEFT JOIN
     (SELECT person.id AS id,
-            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
+            replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
      FROM person
-     WHERE equals(person.team_id, 2)
-     GROUP BY person.id
-     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+     WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                      (SELECT person.id AS id, max(person.version) AS version
+                                                       FROM person
+                                                       WHERE equals(person.team_id, 2)
+                                                       GROUP BY person.id
+                                                       HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
   WHERE and(equals(events.team_id, 2), equals(events.event, '$exception'), ifNull(notILike(events__person.properties___email, '%@posthog.com%'), 1))
   GROUP BY fingerprint
   LIMIT 101
@@ -78,11 +81,14 @@
      HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
   LEFT JOIN
     (SELECT person.id AS id,
-            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
+            replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
      FROM person
-     WHERE equals(person.team_id, 2)
-     GROUP BY person.id
-     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+     WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                      (SELECT person.id AS id, max(person.version) AS version
+                                                       FROM person
+                                                       WHERE equals(person.team_id, 2)
+                                                       GROUP BY person.id
+                                                       HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
   WHERE and(equals(events.team_id, 2), equals(events.event, '$exception'), ifNull(notILike(events__person.properties___email, '%@posthog.com%'), 1), has([['SyntaxError']], JSONExtract(ifNull(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, '$exception_fingerprint'), ''), 'null'), '^"|"$', ''), '[]'), 'Array(String)')))
   LIMIT 101
   OFFSET 0 SETTINGS readonly=2,
@@ -136,6 +142,302 @@
                     max_bytes_before_external_group_by=0
   '''
 # ---
+# name: TestErrorTrackingQueryRunner.test_fingerprints_with_null_characters.1
+  '''
+  SELECT "posthog_person"."id",
+         "posthog_person"."created_at",
+         "posthog_person"."properties_last_updated_at",
+         "posthog_person"."properties_last_operation",
+         "posthog_person"."team_id",
+         "posthog_person"."properties",
+         "posthog_person"."is_user_id",
+         "posthog_person"."is_identified",
+         "posthog_person"."uuid",
+         "posthog_person"."version"
+  FROM "posthog_person"
+  INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
+  WHERE ("posthog_persondistinctid"."distinct_id" = 'user_1'
+         AND "posthog_persondistinctid"."team_id" = 2)
+  LIMIT 21
+  '''
+# ---
+# name: TestErrorTrackingQueryRunner.test_fingerprints_with_null_characters.10
+  '''
+  SELECT "posthog_datawarehousejoin"."created_by_id",
+         "posthog_datawarehousejoin"."created_at",
+         "posthog_datawarehousejoin"."deleted",
+         "posthog_datawarehousejoin"."deleted_at",
+         "posthog_datawarehousejoin"."id",
+         "posthog_datawarehousejoin"."team_id",
+         "posthog_datawarehousejoin"."source_table_name",
+         "posthog_datawarehousejoin"."source_table_key",
+         "posthog_datawarehousejoin"."joining_table_name",
+         "posthog_datawarehousejoin"."joining_table_key",
+         "posthog_datawarehousejoin"."field_name"
+  FROM "posthog_datawarehousejoin"
+  WHERE ("posthog_datawarehousejoin"."team_id" = 2
+         AND NOT ("posthog_datawarehousejoin"."deleted"
+                  AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestErrorTrackingQueryRunner.test_fingerprints_with_null_characters.11
+  '''
+  SELECT "posthog_propertydefinition"."name",
+         "posthog_propertydefinition"."property_type"
+  FROM "posthog_propertydefinition"
+  WHERE ("posthog_propertydefinition"."name" IN ('$exception_message',
+                                                 '$exception_type',
+                                                 '$exception_fingerprint')
+         AND "posthog_propertydefinition"."team_id" = 2
+         AND "posthog_propertydefinition"."type" IN (1,
+                                                     2,
+                                                     3,
+                                                     4,
+                                                     5 /* ... */))
+  '''
+# ---
+# name: TestErrorTrackingQueryRunner.test_fingerprints_with_null_characters.2
+  '''
+  SELECT "posthog_errortrackinggroup"."fingerprint",
+         "posthog_errortrackinggroup"."merged_fingerprints",
+         "posthog_errortrackinggroup"."status",
+         "posthog_errortrackinggroup"."assignee_id"
+  FROM "posthog_errortrackinggroup"
+  WHERE ("posthog_errortrackinggroup"."team_id" = 2
+         AND "posthog_errortrackinggroup"."fingerprint" = (ARRAY['SyntaxError',
+                                                                 'Cannot use ''in'' operator to search for ''wireframes'' in ‹�”                ýf�ì½é–"¹’0ø*Lö¹SY                A�Ξ÷ԝf
+  ˆ�Ø'])::text[])
+  '''
+# ---
+# name: TestErrorTrackingQueryRunner.test_fingerprints_with_null_characters.3
+  '''
+  SELECT "posthog_grouptypemapping"."id",
+         "posthog_grouptypemapping"."team_id",
+         "posthog_grouptypemapping"."group_type",
+         "posthog_grouptypemapping"."group_type_index",
+         "posthog_grouptypemapping"."name_singular",
+         "posthog_grouptypemapping"."name_plural"
+  FROM "posthog_grouptypemapping"
+  WHERE "posthog_grouptypemapping"."team_id" = 2
+  '''
+# ---
+# name: TestErrorTrackingQueryRunner.test_fingerprints_with_null_characters.4
+  '''
+  SELECT "posthog_datawarehousetable"."created_by_id",
+         "posthog_datawarehousetable"."created_at",
+         "posthog_datawarehousetable"."updated_at",
+         "posthog_datawarehousetable"."deleted",
+         "posthog_datawarehousetable"."deleted_at",
+         "posthog_datawarehousetable"."id",
+         "posthog_datawarehousetable"."name",
+         "posthog_datawarehousetable"."format",
+         "posthog_datawarehousetable"."team_id",
+         "posthog_datawarehousetable"."url_pattern",
+         "posthog_datawarehousetable"."credential_id",
+         "posthog_datawarehousetable"."external_data_source_id",
+         "posthog_datawarehousetable"."columns",
+         "posthog_datawarehousetable"."row_count",
+         "posthog_user"."id",
+         "posthog_user"."password",
+         "posthog_user"."last_login",
+         "posthog_user"."first_name",
+         "posthog_user"."last_name",
+         "posthog_user"."is_staff",
+         "posthog_user"."is_active",
+         "posthog_user"."date_joined",
+         "posthog_user"."uuid",
+         "posthog_user"."current_organization_id",
+         "posthog_user"."current_team_id",
+         "posthog_user"."email",
+         "posthog_user"."pending_email",
+         "posthog_user"."temporary_token",
+         "posthog_user"."distinct_id",
+         "posthog_user"."is_email_verified",
+         "posthog_user"."requested_password_reset_at",
+         "posthog_user"."has_seen_product_intro_for",
+         "posthog_user"."strapi_id",
+         "posthog_user"."theme_mode",
+         "posthog_user"."partial_notification_settings",
+         "posthog_user"."anonymize_data",
+         "posthog_user"."toolbar_mode",
+         "posthog_user"."hedgehog_config",
+         "posthog_user"."events_column_config",
+         "posthog_user"."email_opt_in",
+         "posthog_datawarehousecredential"."created_by_id",
+         "posthog_datawarehousecredential"."created_at",
+         "posthog_datawarehousecredential"."id",
+         "posthog_datawarehousecredential"."access_key",
+         "posthog_datawarehousecredential"."access_secret",
+         "posthog_datawarehousecredential"."team_id",
+         "posthog_externaldatasource"."created_by_id",
+         "posthog_externaldatasource"."created_at",
+         "posthog_externaldatasource"."updated_at",
+         "posthog_externaldatasource"."deleted",
+         "posthog_externaldatasource"."deleted_at",
+         "posthog_externaldatasource"."id",
+         "posthog_externaldatasource"."source_id",
+         "posthog_externaldatasource"."connection_id",
+         "posthog_externaldatasource"."destination_id",
+         "posthog_externaldatasource"."team_id",
+         "posthog_externaldatasource"."sync_frequency",
+         "posthog_externaldatasource"."status",
+         "posthog_externaldatasource"."source_type",
+         "posthog_externaldatasource"."job_inputs",
+         "posthog_externaldatasource"."are_tables_created",
+         "posthog_externaldatasource"."prefix"
+  FROM "posthog_datawarehousetable"
+  LEFT OUTER JOIN "posthog_user" ON ("posthog_datawarehousetable"."created_by_id" = "posthog_user"."id")
+  LEFT OUTER JOIN "posthog_datawarehousecredential" ON ("posthog_datawarehousetable"."credential_id" = "posthog_datawarehousecredential"."id")
+  LEFT OUTER JOIN "posthog_externaldatasource" ON ("posthog_datawarehousetable"."external_data_source_id" = "posthog_externaldatasource"."id")
+  WHERE ("posthog_datawarehousetable"."team_id" = 2
+         AND NOT ("posthog_datawarehousetable"."deleted"
+                  AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestErrorTrackingQueryRunner.test_fingerprints_with_null_characters.5
+  '''
+  SELECT "posthog_datawarehousesavedquery"."created_by_id",
+         "posthog_datawarehousesavedquery"."created_at",
+         "posthog_datawarehousesavedquery"."deleted",
+         "posthog_datawarehousesavedquery"."deleted_at",
+         "posthog_datawarehousesavedquery"."id",
+         "posthog_datawarehousesavedquery"."name",
+         "posthog_datawarehousesavedquery"."team_id",
+         "posthog_datawarehousesavedquery"."columns",
+         "posthog_datawarehousesavedquery"."external_tables",
+         "posthog_datawarehousesavedquery"."query",
+         "posthog_datawarehousesavedquery"."status",
+         "posthog_datawarehousesavedquery"."last_run_at"
+  FROM "posthog_datawarehousesavedquery"
+  WHERE ("posthog_datawarehousesavedquery"."team_id" = 2
+         AND NOT ("posthog_datawarehousesavedquery"."deleted"
+                  AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestErrorTrackingQueryRunner.test_fingerprints_with_null_characters.6
+  '''
+  SELECT "posthog_datawarehousejoin"."created_by_id",
+         "posthog_datawarehousejoin"."created_at",
+         "posthog_datawarehousejoin"."deleted",
+         "posthog_datawarehousejoin"."deleted_at",
+         "posthog_datawarehousejoin"."id",
+         "posthog_datawarehousejoin"."team_id",
+         "posthog_datawarehousejoin"."source_table_name",
+         "posthog_datawarehousejoin"."source_table_key",
+         "posthog_datawarehousejoin"."joining_table_name",
+         "posthog_datawarehousejoin"."joining_table_key",
+         "posthog_datawarehousejoin"."field_name"
+  FROM "posthog_datawarehousejoin"
+  WHERE ("posthog_datawarehousejoin"."team_id" = 2
+         AND NOT ("posthog_datawarehousejoin"."deleted"
+                  AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestErrorTrackingQueryRunner.test_fingerprints_with_null_characters.7
+  '''
+  SELECT "posthog_grouptypemapping"."id",
+         "posthog_grouptypemapping"."team_id",
+         "posthog_grouptypemapping"."group_type",
+         "posthog_grouptypemapping"."group_type_index",
+         "posthog_grouptypemapping"."name_singular",
+         "posthog_grouptypemapping"."name_plural"
+  FROM "posthog_grouptypemapping"
+  WHERE "posthog_grouptypemapping"."team_id" = 2
+  '''
+# ---
+# name: TestErrorTrackingQueryRunner.test_fingerprints_with_null_characters.8
+  '''
+  SELECT "posthog_datawarehousetable"."created_by_id",
+         "posthog_datawarehousetable"."created_at",
+         "posthog_datawarehousetable"."updated_at",
+         "posthog_datawarehousetable"."deleted",
+         "posthog_datawarehousetable"."deleted_at",
+         "posthog_datawarehousetable"."id",
+         "posthog_datawarehousetable"."name",
+         "posthog_datawarehousetable"."format",
+         "posthog_datawarehousetable"."team_id",
+         "posthog_datawarehousetable"."url_pattern",
+         "posthog_datawarehousetable"."credential_id",
+         "posthog_datawarehousetable"."external_data_source_id",
+         "posthog_datawarehousetable"."columns",
+         "posthog_datawarehousetable"."row_count",
+         "posthog_user"."id",
+         "posthog_user"."password",
+         "posthog_user"."last_login",
+         "posthog_user"."first_name",
+         "posthog_user"."last_name",
+         "posthog_user"."is_staff",
+         "posthog_user"."is_active",
+         "posthog_user"."date_joined",
+         "posthog_user"."uuid",
+         "posthog_user"."current_organization_id",
+         "posthog_user"."current_team_id",
+         "posthog_user"."email",
+         "posthog_user"."pending_email",
+         "posthog_user"."temporary_token",
+         "posthog_user"."distinct_id",
+         "posthog_user"."is_email_verified",
+         "posthog_user"."requested_password_reset_at",
+         "posthog_user"."has_seen_product_intro_for",
+         "posthog_user"."strapi_id",
+         "posthog_user"."theme_mode",
+         "posthog_user"."partial_notification_settings",
+         "posthog_user"."anonymize_data",
+         "posthog_user"."toolbar_mode",
+         "posthog_user"."hedgehog_config",
+         "posthog_user"."events_column_config",
+         "posthog_user"."email_opt_in",
+         "posthog_datawarehousecredential"."created_by_id",
+         "posthog_datawarehousecredential"."created_at",
+         "posthog_datawarehousecredential"."id",
+         "posthog_datawarehousecredential"."access_key",
+         "posthog_datawarehousecredential"."access_secret",
+         "posthog_datawarehousecredential"."team_id",
+         "posthog_externaldatasource"."created_by_id",
+         "posthog_externaldatasource"."created_at",
+         "posthog_externaldatasource"."updated_at",
+         "posthog_externaldatasource"."deleted",
+         "posthog_externaldatasource"."deleted_at",
+         "posthog_externaldatasource"."id",
+         "posthog_externaldatasource"."source_id",
+         "posthog_externaldatasource"."connection_id",
+         "posthog_externaldatasource"."destination_id",
+         "posthog_externaldatasource"."team_id",
+         "posthog_externaldatasource"."sync_frequency",
+         "posthog_externaldatasource"."status",
+         "posthog_externaldatasource"."source_type",
+         "posthog_externaldatasource"."job_inputs",
+         "posthog_externaldatasource"."are_tables_created",
+         "posthog_externaldatasource"."prefix"
+  FROM "posthog_datawarehousetable"
+  LEFT OUTER JOIN "posthog_user" ON ("posthog_datawarehousetable"."created_by_id" = "posthog_user"."id")
+  LEFT OUTER JOIN "posthog_datawarehousecredential" ON ("posthog_datawarehousetable"."credential_id" = "posthog_datawarehousecredential"."id")
+  LEFT OUTER JOIN "posthog_externaldatasource" ON ("posthog_datawarehousetable"."external_data_source_id" = "posthog_externaldatasource"."id")
+  WHERE ("posthog_datawarehousetable"."team_id" = 2
+         AND NOT ("posthog_datawarehousetable"."deleted"
+                  AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestErrorTrackingQueryRunner.test_fingerprints_with_null_characters.9
+  '''
+  SELECT "posthog_datawarehousesavedquery"."created_by_id",
+         "posthog_datawarehousesavedquery"."created_at",
+         "posthog_datawarehousesavedquery"."deleted",
+         "posthog_datawarehousesavedquery"."deleted_at",
+         "posthog_datawarehousesavedquery"."id",
+         "posthog_datawarehousesavedquery"."name",
+         "posthog_datawarehousesavedquery"."team_id",
+         "posthog_datawarehousesavedquery"."columns",
+         "posthog_datawarehousesavedquery"."external_tables",
+         "posthog_datawarehousesavedquery"."query",
+         "posthog_datawarehousesavedquery"."status",
+         "posthog_datawarehousesavedquery"."last_run_at"
+  FROM "posthog_datawarehousesavedquery"
+  WHERE ("posthog_datawarehousesavedquery"."team_id" = 2
+         AND NOT ("posthog_datawarehousesavedquery"."deleted"
+                  AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
+  '''
+# ---
 # name: TestErrorTrackingQueryRunner.test_hogql_filters
   '''
   SELECT count(DISTINCT events.uuid) AS occurrences,
@@ -156,17 +458,14 @@
      HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
   LEFT JOIN
     (SELECT person.id AS id,
-            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
+            replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
      FROM person
-     WHERE and(equals(person.team_id, 2), in(person.id,
-                                               (SELECT persons_where_optimization.id AS id
-                                                FROM person AS persons_where_optimization
-                                                WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                 (SELECT person.id AS id
-                                                                                                                  FROM person
-                                                                                                                  WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), 'email@posthog.com'), 0)))))
-     GROUP BY person.id
-     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+     WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                      (SELECT person.id AS id, max(person.version) AS version
+                                                       FROM person
+                                                       WHERE equals(person.team_id, 2)
+                                                       GROUP BY person.id
+                                                       HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
   WHERE and(equals(events.team_id, 2), equals(events.event, '$exception'), ifNull(equals(events__person.properties___email, 'email@posthog.com'), 0))
   GROUP BY fingerprint
   LIMIT 101
@@ -199,11 +498,14 @@
      HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
   LEFT JOIN
     (SELECT person.id AS id,
-            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
+            replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
      FROM person
-     WHERE equals(person.team_id, 2)
-     GROUP BY person.id
-     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+     WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                      (SELECT person.id AS id, max(person.version) AS version
+                                                       FROM person
+                                                       WHERE equals(person.team_id, 2)
+                                                       GROUP BY person.id
+                                                       HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
   WHERE and(equals(events.team_id, 2), equals(events.event, '$exception'), and(less(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2022-01-11 00:00:00.000000', 6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2022-01-10 00:00:00.000000', 6, 'UTC')), ifNull(notILike(events__person.properties___email, '%@posthog.com%'), 1)), or(ifNull(greater(position(lower(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, '$exception_list'), ''), 'null'), '^"|"$', '')), lower('databasenot')), 0), 0), ifNull(greater(position(lower(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, '$exception_type'), ''), 'null'), '^"|"$', '')), lower('databasenot')), 0), 0), ifNull(greater(position(lower(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, '$exception_message'), ''), 'null'), '^"|"$', '')), lower('databasenot')), 0), 0)))
   GROUP BY fingerprint
   LIMIT 101
@@ -236,11 +538,14 @@
      HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
   LEFT JOIN
     (SELECT person.id AS id,
-            argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
+            replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
      FROM person
-     WHERE equals(person.team_id, 2)
-     GROUP BY person.id
-     HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+     WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                      (SELECT person.id AS id, max(person.version) AS version
+                                                       FROM person
+                                                       WHERE equals(person.team_id, 2)
+                                                       GROUP BY person.id
+                                                       HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
   WHERE and(equals(events.team_id, 2), equals(events.event, '$exception'), ifNull(notILike(events__person.properties___email, '%@posthog.com%'), 1), and(or(ifNull(greater(position(lower(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, '$exception_list'), ''), 'null'), '^"|"$', '')), lower('databasenotfoundX')), 0), 0), ifNull(greater(position(lower(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, '$exception_type'), ''), 'null'), '^"|"$', '')), lower('databasenotfoundX')), 0), 0), ifNull(greater(position(lower(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, '$exception_message'), ''), 'null'), '^"|"$', '')), lower('databasenotfoundX')), 0), 0)), or(ifNull(greater(position(lower(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, '$exception_list'), ''), 'null'), '^"|"$', '')), lower('clickhouse/client/execute.py')), 0), 0), ifNull(greater(position(lower(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, '$exception_type'), ''), 'null'), '^"|"$', '')), lower('clickhouse/client/execute.py')), 0), 0), ifNull(greater(position(lower(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, '$exception_message'), ''), 'null'), '^"|"$', '')), lower('clickhouse/client/execute.py')), 0), 0))))
   GROUP BY fingerprint
   LIMIT 101
diff --git a/posthog/hogql_queries/test/test_query_runner.py b/posthog/hogql_queries/test/test_query_runner.py
index 57dd961fbdb96..927930dad2da0 100644
--- a/posthog/hogql_queries/test/test_query_runner.py
+++ b/posthog/hogql_queries/test/test_query_runner.py
@@ -92,6 +92,8 @@ def test_cache_payload(self):
                 "hogql_modifiers": {
                     "inCohortVia": "auto",
                     "materializationMode": "legacy_null_as_null",
+                    "personsArgMaxVersion": "auto",
+                    "optimizeJoinedFilters": False,
                     "personsOnEventsMode": PersonsOnEventsMode.PERSON_ID_OVERRIDE_PROPERTIES_JOINED,
                     "bounceRatePageViewMode": "count_pageviews",
                     "sessionTableVersion": "auto",
@@ -113,7 +115,7 @@ def test_cache_key(self):
         runner = TestQueryRunner(query={"some_attr": "bla"}, team=team)
 
         cache_key = runner.get_cache_key()
-        self.assertEqual(cache_key, "cache_f3537dabae0c3bf5ca038413fc1a0566")
+        self.assertEqual(cache_key, "cache_93427f8f06e6cc8643a394ae002de2c1")
 
     def test_cache_key_runner_subclass(self):
         TestQueryRunner = self.setup_test_query_runner_class()
@@ -127,7 +129,7 @@ class TestSubclassQueryRunner(TestQueryRunner):
         runner = TestSubclassQueryRunner(query={"some_attr": "bla"}, team=team)
 
         cache_key = runner.get_cache_key()
-        self.assertEqual(cache_key, "cache_a56e8e639aba0d22f86b228ff44c5a65")
+        self.assertEqual(cache_key, "cache_bb6398a99867dfbdc45a2fc4fccb8f27")
 
     def test_cache_key_different_timezone(self):
         TestQueryRunner = self.setup_test_query_runner_class()
@@ -138,7 +140,7 @@ def test_cache_key_different_timezone(self):
         runner = TestQueryRunner(query={"some_attr": "bla"}, team=team)
 
         cache_key = runner.get_cache_key()
-        self.assertEqual(cache_key, "cache_1c3b6a542b4a10f3c609df3c98968b5c")
+        self.assertEqual(cache_key, "cache_e0c2bb1ad091102533399ebdddbfb24d")
 
     @mock.patch("django.db.transaction.on_commit")
     def test_cache_response(self, mock_on_commit):
diff --git a/posthog/models/person/util.py b/posthog/models/person/util.py
index 7aa883c9bab68..4dbf3117a1a46 100644
--- a/posthog/models/person/util.py
+++ b/posthog/models/person/util.py
@@ -106,7 +106,7 @@ def bulk_create_persons(persons_list: list[dict]):
                 distinct_id_inserts.append(f"('{distinct_id}', '{person.uuid}', {person.team_id}, 0, 0, now(), 0, 0)")
                 person_mapping[distinct_id] = person
 
-            created_at = persons_list[index].get("created_at", now()).strftime("%Y-%m-%d %H:%M:%S.%f")
+            created_at = now().strftime("%Y-%m-%d %H:%M:%S.%f")
             timestamp = now().strftime("%Y-%m-%d %H:%M:%S")
             person_inserts.append(
                 f"('{person.uuid}', '{created_at}', {person.team_id}, '{json.dumps(person.properties)}', {'1' if person.is_identified else '0'}, '{timestamp}', 0, 0, 0)"
diff --git a/posthog/schema.py b/posthog/schema.py
index 958c773b23be0..b77997f9f74f5 100644
--- a/posthog/schema.py
+++ b/posthog/schema.py
@@ -683,6 +683,12 @@ class MaterializationMode(StrEnum):
     DISABLED = "disabled"
 
 
+class PersonsArgMaxVersion(StrEnum):
+    AUTO = "auto"
+    V1 = "v1"
+    V2 = "v2"
+
+
 class PersonsJoinMode(StrEnum):
     INNER = "inner"
     LEFT = "left"
@@ -716,6 +722,8 @@ class HogQLQueryModifiers(BaseModel):
     debug: Optional[bool] = None
     inCohortVia: Optional[InCohortVia] = None
     materializationMode: Optional[MaterializationMode] = None
+    optimizeJoinedFilters: Optional[bool] = None
+    personsArgMaxVersion: Optional[PersonsArgMaxVersion] = None
     personsJoinMode: Optional[PersonsJoinMode] = None
     personsOnEventsMode: Optional[PersonsOnEventsMode] = None
     propertyGroupsMode: Optional[PropertyGroupsMode] = None
diff --git a/posthog/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr b/posthog/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr
index b3064cee9586f..cc367480e0f1e 100644
--- a/posthog/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr
+++ b/posthog/session_recordings/queries/test/__snapshots__/test_session_recording_list_from_filters.ambr
@@ -1513,17 +1513,14 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), 'bla'), 0)))))
-                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-13 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), and(equals(events.event, '$pageview'), 1), ifNull(equals(events__person.properties___email, 'bla'), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING hasAll(groupUniqArray(events.event), ['$pageview']))))
@@ -1570,17 +1567,14 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), 'bla'), 0)))))
-                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-13 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Chrome'), 0), ifNull(equals(events__person.properties___email, 'bla'), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING 1)))
@@ -1666,17 +1660,14 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(nullIf(nullIf(person.pmat_email, ''), 'null'), person.version) AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, nullIf(nullIf(person.pmat_email, ''), 'null') AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.pmat_email, ''), 'null'), 'bla'), 0)))))
-                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-13 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), and(equals(events.event, '$pageview'), 1), ifNull(equals(events__person.properties___email, 'bla'), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING hasAll(groupUniqArray(events.event), ['$pageview']))))
@@ -1723,17 +1714,14 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(nullIf(nullIf(person.pmat_email, ''), 'null'), person.version) AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, nullIf(nullIf(person.pmat_email, ''), 'null') AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.pmat_email, ''), 'null'), 'bla'), 0)))))
-                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-13 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), ifNull(equals(nullIf(nullIf(events.`mat_$browser`, ''), 'null'), 'Chrome'), 0), ifNull(equals(events__person.properties___email, 'bla'), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING 1)))
@@ -1780,17 +1768,14 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), 'bla'), 0)))))
-                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), and(equals(events.event, '$pageview'), ifNull(equals(events__person.properties___email, 'bla'), 0)))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING hasAll(groupUniqArray(events.event), ['$pageview']))))
@@ -1837,17 +1822,14 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), 'something else'), 0)))))
-                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), and(equals(events.event, '$pageview'), ifNull(equals(events__person.properties___email, 'something else'), 0)))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING hasAll(groupUniqArray(events.event), ['$pageview']))))
@@ -2440,11 +2422,14 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE equals(person.team_id, 2)
-                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-13 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), and(equals(events.event, '$pageview'), 1), and(ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, 'is_internal_user'), ''), 'null'), '^"|"$', ''), 'false'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Chrome'), 0)), ifNull(notILike(events__person.properties___email, '%@posthog.com%'), 1))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING hasAll(groupUniqArray(events.event), ['$pageview']))))
@@ -2530,11 +2515,14 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(nullIf(nullIf(person.pmat_email, ''), 'null'), person.version) AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, nullIf(nullIf(person.pmat_email, ''), 'null') AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE equals(person.team_id, 2)
-                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-13 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), and(equals(events.event, '$pageview'), 1), and(ifNull(equals(nullIf(nullIf(events.mat_is_internal_user, ''), 'null'), 'false'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(events.properties, '$browser'), ''), 'null'), '^"|"$', ''), 'Chrome'), 0)), ifNull(notILike(events__person.properties___email, '%@posthog.com%'), 1))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING hasAll(groupUniqArray(events.event), ['$pageview']))))
@@ -3430,17 +3418,14 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), 'bla@gmail.com'), 0)))))
-                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(equals(events__person.properties___email, 'bla@gmail.com'), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING 1)))
@@ -3487,11 +3472,14 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE equals(person.team_id, 2)
-                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), ifNull(notILike(events__person.properties___email, '%gmail.com%'), 1))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING 1)))
@@ -4291,17 +4279,14 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), and(ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), 'test@posthog.com'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), 'david@posthog.com'), 0))))))
-                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), and(ifNull(equals(events__person.properties___email, 'test@posthog.com'), 0), ifNull(equals(events__person.properties___email, 'david@posthog.com'), 0)))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING 1)))
@@ -4348,17 +4333,14 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), or(ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), 'test@posthog.com'), 0), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), 'david@posthog.com'), 0))))))
-                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-11 13:46:23.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-24 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-01 13:46:23.000000', 6, 'UTC')), or(ifNull(equals(events__person.properties___email, 'test@posthog.com'), 0), ifNull(equals(events__person.properties___email, 'david@posthog.com'), 0)))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING 1)))
@@ -5213,17 +5195,14 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), 'bla'), 0)))))
-                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-13 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), ifNull(equals(events__person.properties___email, 'bla'), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING 1)))
@@ -5309,17 +5288,14 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(nullIf(nullIf(person.pmat_email, ''), 'null'), person.version) AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, nullIf(nullIf(person.pmat_email, ''), 'null') AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.pmat_email, ''), 'null'), 'bla'), 0)))))
-                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-13 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), ifNull(equals(events__person.properties___email, 'bla'), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING 1)))
@@ -5405,17 +5381,14 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', ''), person.version) AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'email'), ''), 'null'), '^"|"$', '') AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(persons_where_optimization.properties, 'email'), ''), 'null'), '^"|"$', ''), 'bla'), 0)))))
-                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-13 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), ifNull(equals(events__person.properties___email, 'bla'), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING 1)))
@@ -5501,17 +5474,14 @@
                                                                                                                                                                                                                                                                                                                                                                                                                             GROUP BY person_distinct_id_overrides.distinct_id
                                                                                                                                                                                                                                                                                                                                                                                                                             HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS events__override ON equals(events.distinct_id, events__override.distinct_id)
                                                                                                                                                                                                                                                                                                                                                                                                                          LEFT JOIN
-                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, argMax(nullIf(nullIf(person.pmat_email, ''), 'null'), person.version) AS properties___email
+                                                                                                                                                                                                                                                                                                                                                                                                                           (SELECT person.id AS id, nullIf(nullIf(person.pmat_email, ''), 'null') AS properties___email
                                                                                                                                                                                                                                                                                                                                                                                                                             FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), in(person.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                      (SELECT persons_where_optimization.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       FROM person AS persons_where_optimization
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                       WHERE and(equals(persons_where_optimization.team_id, 2), notIn(persons_where_optimization.id,
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (SELECT person.id AS id
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         FROM person
-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         WHERE and(equals(person.team_id, 2), equals(person.is_deleted, 1)))), ifNull(equals(nullIf(nullIf(persons_where_optimization.pmat_email, ''), 'null'), 'bla'), 0)))))
-                                                                                                                                                                                                                                                                                                                                                                                                                            GROUP BY person.id
-                                                                                                                                                                                                                                                                                                                                                                                                                            HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
+                                                                                                                                                                                                                                                                                                                                                                                                                            WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version),
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                             (SELECT person.id AS id, max(person.version) AS version
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FROM person
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              WHERE equals(person.team_id, 2)
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GROUP BY person.id
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS events__person ON equals(if(not(empty(events__override.distinct_id)), events__override.person_id, events.person_id), events__person.id)
                                                                                                                                                                                                                                                                                                                                                                                                                          WHERE and(equals(events.team_id, 2), notEmpty(events.`$session_id`), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2020-12-31 20:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), now64(6, 'UTC')), greaterOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-13 23:58:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(events.timestamp, 'UTC'), toDateTime64('2021-01-21 20:00:00.000000', 6, 'UTC')), ifNull(equals(events__person.properties___email, 'bla'), 0))
                                                                                                                                                                                                                                                                                                                                                                                                                          GROUP BY events.`$session_id`
                                                                                                                                                                                                                                                                                                                                                                                                                          HAVING 1)))
diff --git a/posthog/session_recordings/session_recording_api.py b/posthog/session_recordings/session_recording_api.py
index 68ecd7bb21120..6f1f272e40012 100644
--- a/posthog/session_recordings/session_recording_api.py
+++ b/posthog/session_recordings/session_recording_api.py
@@ -32,7 +32,7 @@
 from posthog.cloud_utils import is_cloud
 from posthog.constants import SESSION_RECORDINGS_FILTER_IDS
 from posthog.event_usage import report_user_action
-from posthog.models import User
+from posthog.models import Team, User
 from posthog.models.filters.session_recordings_filter import SessionRecordingsFilter
 from posthog.models.person.person import PersonDistinctId
 from posthog.rate_limit import (
@@ -40,7 +40,7 @@
     ClickHouseSustainedRateThrottle,
     PersonalApiKeyRateThrottle,
 )
-from posthog.schema import QueryTiming
+from posthog.schema import HogQLQueryModifiers, QueryTiming
 from posthog.session_recordings.models.session_recording import SessionRecording
 from posthog.session_recordings.models.session_recording_event import (
     SessionRecordingViewed,
@@ -353,8 +353,10 @@ def matching_events(self, request: request.Request, *args: Any, **kwargs: Any) -
                 "Must specify at least one event or action filter",
             )
 
+        distinct_id = str(cast(User, request.user).distinct_id)
+        modifiers = safely_read_modifiers_overrides(distinct_id, self.team)
         matching_events_query_response = ReplayFiltersEventsSubQuery(
-            filter=filter, team=self.team
+            filter=filter, team=self.team, hogql_query_modifiers=modifiers
         ).get_event_ids_for_session()
 
         response = JsonResponse(data={"results": matching_events_query_response.results})
@@ -911,9 +913,12 @@ def list_recordings(
             filter = filter.shallow_clone({SESSION_RECORDINGS_FILTER_IDS: remaining_session_ids})
 
     if (all_session_ids and filter.session_ids) or not all_session_ids:
+        distinct_id = str(cast(User, request.user).distinct_id)
+        modifiers = safely_read_modifiers_overrides(distinct_id, team)
+
         with timer("load_recordings_from_hogql"):
             (ch_session_recordings, more_recordings_available, hogql_timings) = SessionRecordingListFromFilters(
-                filter=filter, team=team, hogql_query_modifiers=None
+                filter=filter, team=team, hogql_query_modifiers=modifiers
             ).run()
 
         with timer("build_recordings"):
@@ -969,6 +974,32 @@ def list_recordings(
     )
 
 
+def safely_read_modifiers_overrides(distinct_id: str, team: Team) -> HogQLQueryModifiers:
+    modifiers = HogQLQueryModifiers()
+
+    try:
+        groups = {"organization": str(team.organization.id)}
+        flag_key = "HOG_QL_ORG_QUERY_OVERRIDES"
+        flags_n_bags = posthoganalytics.get_all_flags_and_payloads(
+            distinct_id,
+            groups=groups,
+        )
+        # this loads nothing whereas the payload is available
+        # modifier_overrides = posthoganalytics.get_feature_flag_payload(
+        #     flag_key,
+        #     distinct_id,
+        #     groups=groups,
+        # )
+        modifier_overrides = (flags_n_bags or {}).get("featureFlagPayloads", {}).get(flag_key, None)
+        if modifier_overrides:
+            modifiers.optimizeJoinedFilters = json.loads(modifier_overrides).get("optimizeJoinedFilters", None)
+    except:
+        # be extra safe
+        pass
+
+    return modifiers
+
+
 def _generate_timings(hogql_timings: list[QueryTiming] | None, timer: ServerTimingsGathered) -> dict[str, float]:
     timings_dict = timer.get_all_timings()
     hogql_timings_dict = {}
diff --git a/posthog/session_recordings/test/__snapshots__/test_session_recordings.ambr b/posthog/session_recordings/test/__snapshots__/test_session_recordings.ambr
index 74c042c140f95..ef29f7d875751 100644
--- a/posthog/session_recordings/test/__snapshots__/test_session_recordings.ambr
+++ b/posthog/session_recordings/test/__snapshots__/test_session_recordings.ambr
@@ -595,6 +595,32 @@
   '''
 # ---
 # name: TestSessionRecordings.test_get_session_recordings.20
+  '''
+  SELECT "posthog_organization"."id",
+         "posthog_organization"."name",
+         "posthog_organization"."slug",
+         "posthog_organization"."logo_media_id",
+         "posthog_organization"."created_at",
+         "posthog_organization"."updated_at",
+         "posthog_organization"."plugins_access_level",
+         "posthog_organization"."for_internal_metrics",
+         "posthog_organization"."is_member_join_email_enabled",
+         "posthog_organization"."enforce_2fa",
+         "posthog_organization"."is_hipaa",
+         "posthog_organization"."customer_id",
+         "posthog_organization"."available_product_features",
+         "posthog_organization"."usage",
+         "posthog_organization"."never_drop_data",
+         "posthog_organization"."customer_trust_scores",
+         "posthog_organization"."setup_section_2_completed",
+         "posthog_organization"."personalization",
+         "posthog_organization"."domain_whitelist"
+  FROM "posthog_organization"
+  WHERE "posthog_organization"."id" = '00000000-0000-0000-0000-000000000000'::uuid
+  LIMIT 21
+  '''
+# ---
+# name: TestSessionRecordings.test_get_session_recordings.21
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -606,7 +632,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_get_session_recordings.21
+# name: TestSessionRecordings.test_get_session_recordings.22
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -627,7 +653,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_get_session_recordings.22
+# name: TestSessionRecordings.test_get_session_recordings.23
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -700,7 +726,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_get_session_recordings.23
+# name: TestSessionRecordings.test_get_session_recordings.24
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -719,7 +745,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_get_session_recordings.24
+# name: TestSessionRecordings.test_get_session_recordings.25
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -731,7 +757,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_get_session_recordings.25
+# name: TestSessionRecordings.test_get_session_recordings.26
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -752,7 +778,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_get_session_recordings.26
+# name: TestSessionRecordings.test_get_session_recordings.27
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -825,7 +851,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_get_session_recordings.27
+# name: TestSessionRecordings.test_get_session_recordings.28
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -844,7 +870,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_get_session_recordings.28
+# name: TestSessionRecordings.test_get_session_recordings.29
   '''
   SELECT "posthog_sessionrecording"."id",
          "posthog_sessionrecording"."session_id",
@@ -872,14 +898,6 @@
          AND "posthog_sessionrecording"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_get_session_recordings.29
-  '''
-  SELECT "posthog_sessionrecordingviewed"."session_id"
-  FROM "posthog_sessionrecordingviewed"
-  WHERE ("posthog_sessionrecordingviewed"."team_id" = 2
-         AND "posthog_sessionrecordingviewed"."user_id" = 2)
-  '''
-# ---
 # name: TestSessionRecordings.test_get_session_recordings.3
   '''
   SELECT "posthog_team"."id",
@@ -948,26 +966,10 @@
 # ---
 # name: TestSessionRecordings.test_get_session_recordings.30
   '''
-  SELECT "posthog_persondistinctid"."id",
-         "posthog_persondistinctid"."team_id",
-         "posthog_persondistinctid"."person_id",
-         "posthog_persondistinctid"."distinct_id",
-         "posthog_persondistinctid"."version",
-         "posthog_person"."id",
-         "posthog_person"."created_at",
-         "posthog_person"."properties_last_updated_at",
-         "posthog_person"."properties_last_operation",
-         "posthog_person"."team_id",
-         "posthog_person"."properties",
-         "posthog_person"."is_user_id",
-         "posthog_person"."is_identified",
-         "posthog_person"."uuid",
-         "posthog_person"."version"
-  FROM "posthog_persondistinctid"
-  INNER JOIN "posthog_person" ON ("posthog_persondistinctid"."person_id" = "posthog_person"."id")
-  WHERE ("posthog_persondistinctid"."distinct_id" IN ('user2',
-                                                      'user_one_0')
-         AND "posthog_persondistinctid"."team_id" = 2)
+  SELECT "posthog_sessionrecordingviewed"."session_id"
+  FROM "posthog_sessionrecordingviewed"
+  WHERE ("posthog_sessionrecordingviewed"."team_id" = 2
+         AND "posthog_sessionrecordingviewed"."user_id" = 2)
   '''
 # ---
 # name: TestSessionRecordings.test_get_session_recordings.31
@@ -1483,26 +1485,21 @@
 # ---
 # name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.10
   '''
-  SELECT "posthog_datawarehousejoin"."created_by_id",
-         "posthog_datawarehousejoin"."created_at",
-         "posthog_datawarehousejoin"."deleted",
-         "posthog_datawarehousejoin"."deleted_at",
-         "posthog_datawarehousejoin"."id",
-         "posthog_datawarehousejoin"."team_id",
-         "posthog_datawarehousejoin"."source_table_name",
-         "posthog_datawarehousejoin"."source_table_key",
-         "posthog_datawarehousejoin"."joining_table_name",
-         "posthog_datawarehousejoin"."joining_table_key",
-         "posthog_datawarehousejoin"."field_name"
-  FROM "posthog_datawarehousejoin"
-  WHERE ("posthog_datawarehousejoin"."team_id" = 2
-         AND NOT ("posthog_datawarehousejoin"."deleted"
-                  AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.100
-  '''
-  SELECT "posthog_user"."id",
+  SELECT "posthog_datawarehousetable"."created_by_id",
+         "posthog_datawarehousetable"."created_at",
+         "posthog_datawarehousetable"."updated_at",
+         "posthog_datawarehousetable"."deleted",
+         "posthog_datawarehousetable"."deleted_at",
+         "posthog_datawarehousetable"."id",
+         "posthog_datawarehousetable"."name",
+         "posthog_datawarehousetable"."format",
+         "posthog_datawarehousetable"."team_id",
+         "posthog_datawarehousetable"."url_pattern",
+         "posthog_datawarehousetable"."credential_id",
+         "posthog_datawarehousetable"."external_data_source_id",
+         "posthog_datawarehousetable"."columns",
+         "posthog_datawarehousetable"."row_count",
+         "posthog_user"."id",
          "posthog_user"."password",
          "posthog_user"."last_login",
          "posthog_user"."first_name",
@@ -1517,6 +1514,7 @@
          "posthog_user"."temporary_token",
          "posthog_user"."distinct_id",
          "posthog_user"."is_email_verified",
+         "posthog_user"."requested_password_reset_at",
          "posthog_user"."has_seen_product_intro_for",
          "posthog_user"."strapi_id",
          "posthog_user"."is_active",
@@ -1526,13 +1524,105 @@
          "posthog_user"."toolbar_mode",
          "posthog_user"."hedgehog_config",
          "posthog_user"."events_column_config",
-         "posthog_user"."email_opt_in"
-  FROM "posthog_user"
-  WHERE "posthog_user"."id" = 2
-  LIMIT 21
+         "posthog_user"."email_opt_in",
+         "posthog_datawarehousecredential"."created_by_id",
+         "posthog_datawarehousecredential"."created_at",
+         "posthog_datawarehousecredential"."id",
+         "posthog_datawarehousecredential"."access_key",
+         "posthog_datawarehousecredential"."access_secret",
+         "posthog_datawarehousecredential"."team_id",
+         "posthog_externaldatasource"."created_by_id",
+         "posthog_externaldatasource"."created_at",
+         "posthog_externaldatasource"."updated_at",
+         "posthog_externaldatasource"."deleted",
+         "posthog_externaldatasource"."deleted_at",
+         "posthog_externaldatasource"."id",
+         "posthog_externaldatasource"."source_id",
+         "posthog_externaldatasource"."connection_id",
+         "posthog_externaldatasource"."destination_id",
+         "posthog_externaldatasource"."team_id",
+         "posthog_externaldatasource"."sync_frequency",
+         "posthog_externaldatasource"."status",
+         "posthog_externaldatasource"."source_type",
+         "posthog_externaldatasource"."job_inputs",
+         "posthog_externaldatasource"."are_tables_created",
+         "posthog_externaldatasource"."prefix"
+  FROM "posthog_datawarehousetable"
+  LEFT OUTER JOIN "posthog_user" ON ("posthog_datawarehousetable"."created_by_id" = "posthog_user"."id")
+  LEFT OUTER JOIN "posthog_datawarehousecredential" ON ("posthog_datawarehousetable"."credential_id" = "posthog_datawarehousecredential"."id")
+  LEFT OUTER JOIN "posthog_externaldatasource" ON ("posthog_datawarehousetable"."external_data_source_id" = "posthog_externaldatasource"."id")
+  WHERE ("posthog_datawarehousetable"."team_id" = 2
+         AND NOT ("posthog_datawarehousetable"."deleted"
+                  AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.100
+  '''
+  SELECT "posthog_sessionrecording"."id",
+         "posthog_sessionrecording"."session_id",
+         "posthog_sessionrecording"."team_id",
+         "posthog_sessionrecording"."created_at",
+         "posthog_sessionrecording"."deleted",
+         "posthog_sessionrecording"."object_storage_path",
+         "posthog_sessionrecording"."distinct_id",
+         "posthog_sessionrecording"."duration",
+         "posthog_sessionrecording"."active_seconds",
+         "posthog_sessionrecording"."inactive_seconds",
+         "posthog_sessionrecording"."start_time",
+         "posthog_sessionrecording"."end_time",
+         "posthog_sessionrecording"."click_count",
+         "posthog_sessionrecording"."keypress_count",
+         "posthog_sessionrecording"."mouse_activity_count",
+         "posthog_sessionrecording"."console_log_count",
+         "posthog_sessionrecording"."console_warn_count",
+         "posthog_sessionrecording"."console_error_count",
+         "posthog_sessionrecording"."start_url",
+         "posthog_sessionrecording"."storage_version"
+  FROM "posthog_sessionrecording"
+  WHERE ("posthog_sessionrecording"."session_id" IN ('1',
+                                                     '2',
+                                                     '3',
+                                                     '4',
+                                                     '5')
+         AND "posthog_sessionrecording"."team_id" = 2)
   '''
 # ---
 # name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.101
+  '''
+  SELECT "posthog_sessionrecordingviewed"."session_id"
+  FROM "posthog_sessionrecordingviewed"
+  WHERE ("posthog_sessionrecordingviewed"."team_id" = 2
+         AND "posthog_sessionrecordingviewed"."user_id" = 2)
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.102
+  '''
+  SELECT "posthog_persondistinctid"."id",
+         "posthog_persondistinctid"."team_id",
+         "posthog_persondistinctid"."person_id",
+         "posthog_persondistinctid"."distinct_id",
+         "posthog_persondistinctid"."version",
+         "posthog_person"."id",
+         "posthog_person"."created_at",
+         "posthog_person"."properties_last_updated_at",
+         "posthog_person"."properties_last_operation",
+         "posthog_person"."team_id",
+         "posthog_person"."properties",
+         "posthog_person"."is_user_id",
+         "posthog_person"."is_identified",
+         "posthog_person"."uuid",
+         "posthog_person"."version"
+  FROM "posthog_persondistinctid"
+  INNER JOIN "posthog_person" ON ("posthog_persondistinctid"."person_id" = "posthog_person"."id")
+  WHERE ("posthog_persondistinctid"."distinct_id" IN ('user1',
+                                                      'user2',
+                                                      'user3',
+                                                      'user4',
+                                                      'user5')
+         AND "posthog_persondistinctid"."team_id" = 2)
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.103
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -1584,6 +1674,13 @@
          "posthog_team"."modifiers",
          "posthog_team"."correlation_config",
          "posthog_team"."session_recording_retention_period_days",
+         "posthog_team"."plugins_opt_in",
+         "posthog_team"."opt_out_capture",
+         "posthog_team"."event_names",
+         "posthog_team"."event_names_with_usage",
+         "posthog_team"."event_properties",
+         "posthog_team"."event_properties_with_usage",
+         "posthog_team"."event_properties_numerical",
          "posthog_team"."external_data_workspace_id",
          "posthog_team"."external_data_workspace_last_synced_at"
   FROM "posthog_team"
@@ -1591,51 +1688,225 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.102
-  '''
-  SELECT "posthog_organizationmembership"."id",
-         "posthog_organizationmembership"."organization_id",
-         "posthog_organizationmembership"."user_id",
-         "posthog_organizationmembership"."level",
-         "posthog_organizationmembership"."joined_at",
-         "posthog_organizationmembership"."updated_at",
-         "posthog_organization"."id",
-         "posthog_organization"."name",
-         "posthog_organization"."slug",
-         "posthog_organization"."logo_media_id",
-         "posthog_organization"."created_at",
-         "posthog_organization"."updated_at",
-         "posthog_organization"."plugins_access_level",
-         "posthog_organization"."for_internal_metrics",
-         "posthog_organization"."is_member_join_email_enabled",
-         "posthog_organization"."enforce_2fa",
-         "posthog_organization"."is_hipaa",
-         "posthog_organization"."customer_id",
-         "posthog_organization"."available_product_features",
-         "posthog_organization"."usage",
-         "posthog_organization"."never_drop_data",
-         "posthog_organization"."customer_trust_scores",
-         "posthog_organization"."setup_section_2_completed",
-         "posthog_organization"."personalization",
-         "posthog_organization"."domain_whitelist"
-  FROM "posthog_organizationmembership"
-  INNER JOIN "posthog_organization" ON ("posthog_organizationmembership"."organization_id" = "posthog_organization"."id")
-  WHERE "posthog_organizationmembership"."user_id" = 2
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.103
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.104
   '''
-  SELECT "posthog_grouptypemapping"."id",
-         "posthog_grouptypemapping"."team_id",
-         "posthog_grouptypemapping"."group_type",
-         "posthog_grouptypemapping"."group_type_index",
-         "posthog_grouptypemapping"."name_singular",
-         "posthog_grouptypemapping"."name_plural"
-  FROM "posthog_grouptypemapping"
-  WHERE "posthog_grouptypemapping"."team_id" = 2
+  SELECT "posthog_person"."id",
+         "posthog_person"."created_at",
+         "posthog_person"."properties_last_updated_at",
+         "posthog_person"."properties_last_operation",
+         "posthog_person"."team_id",
+         "posthog_person"."properties",
+         "posthog_person"."is_user_id",
+         "posthog_person"."is_identified",
+         "posthog_person"."uuid",
+         "posthog_person"."version"
+  FROM "posthog_person"
+  INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
+  WHERE ("posthog_persondistinctid"."distinct_id" = 'user6'
+         AND "posthog_persondistinctid"."team_id" = 2)
+  LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.104
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.105
+  '''
+  SELECT "posthog_person"."id",
+         "posthog_person"."created_at",
+         "posthog_person"."properties_last_updated_at",
+         "posthog_person"."properties_last_operation",
+         "posthog_person"."team_id",
+         "posthog_person"."properties",
+         "posthog_person"."is_user_id",
+         "posthog_person"."is_identified",
+         "posthog_person"."uuid",
+         "posthog_person"."version"
+  FROM "posthog_person"
+  INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
+  WHERE ("posthog_persondistinctid"."distinct_id" = 'user6'
+         AND "posthog_persondistinctid"."team_id" = 2)
+  LIMIT 21
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.106
+  '''
+  SELECT "posthog_user"."id",
+         "posthog_user"."password",
+         "posthog_user"."last_login",
+         "posthog_user"."first_name",
+         "posthog_user"."last_name",
+         "posthog_user"."is_staff",
+         "posthog_user"."date_joined",
+         "posthog_user"."uuid",
+         "posthog_user"."current_organization_id",
+         "posthog_user"."current_team_id",
+         "posthog_user"."email",
+         "posthog_user"."pending_email",
+         "posthog_user"."temporary_token",
+         "posthog_user"."distinct_id",
+         "posthog_user"."is_email_verified",
+         "posthog_user"."has_seen_product_intro_for",
+         "posthog_user"."strapi_id",
+         "posthog_user"."is_active",
+         "posthog_user"."theme_mode",
+         "posthog_user"."partial_notification_settings",
+         "posthog_user"."anonymize_data",
+         "posthog_user"."toolbar_mode",
+         "posthog_user"."hedgehog_config",
+         "posthog_user"."events_column_config",
+         "posthog_user"."email_opt_in"
+  FROM "posthog_user"
+  WHERE "posthog_user"."id" = 2
+  LIMIT 21
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.107
+  '''
+  SELECT "posthog_team"."id",
+         "posthog_team"."uuid",
+         "posthog_team"."organization_id",
+         "posthog_team"."project_id",
+         "posthog_team"."api_token",
+         "posthog_team"."app_urls",
+         "posthog_team"."name",
+         "posthog_team"."slack_incoming_webhook",
+         "posthog_team"."created_at",
+         "posthog_team"."updated_at",
+         "posthog_team"."anonymize_ips",
+         "posthog_team"."completed_snippet_onboarding",
+         "posthog_team"."has_completed_onboarding_for",
+         "posthog_team"."ingested_event",
+         "posthog_team"."autocapture_opt_out",
+         "posthog_team"."autocapture_web_vitals_opt_in",
+         "posthog_team"."autocapture_web_vitals_allowed_metrics",
+         "posthog_team"."autocapture_exceptions_opt_in",
+         "posthog_team"."autocapture_exceptions_errors_to_ignore",
+         "posthog_team"."session_recording_opt_in",
+         "posthog_team"."session_recording_sample_rate",
+         "posthog_team"."session_recording_minimum_duration_milliseconds",
+         "posthog_team"."session_recording_linked_flag",
+         "posthog_team"."session_recording_network_payload_capture_config",
+         "posthog_team"."session_recording_url_trigger_config",
+         "posthog_team"."session_replay_config",
+         "posthog_team"."survey_config",
+         "posthog_team"."capture_console_log_opt_in",
+         "posthog_team"."capture_performance_opt_in",
+         "posthog_team"."surveys_opt_in",
+         "posthog_team"."heatmaps_opt_in",
+         "posthog_team"."session_recording_version",
+         "posthog_team"."signup_token",
+         "posthog_team"."is_demo",
+         "posthog_team"."access_control",
+         "posthog_team"."week_start_day",
+         "posthog_team"."inject_web_apps",
+         "posthog_team"."test_account_filters",
+         "posthog_team"."test_account_filters_default_checked",
+         "posthog_team"."path_cleaning_filters",
+         "posthog_team"."timezone",
+         "posthog_team"."data_attributes",
+         "posthog_team"."person_display_name_properties",
+         "posthog_team"."live_events_columns",
+         "posthog_team"."recording_domains",
+         "posthog_team"."primary_dashboard_id",
+         "posthog_team"."extra_settings",
+         "posthog_team"."modifiers",
+         "posthog_team"."correlation_config",
+         "posthog_team"."session_recording_retention_period_days",
+         "posthog_team"."external_data_workspace_id",
+         "posthog_team"."external_data_workspace_last_synced_at"
+  FROM "posthog_team"
+  WHERE "posthog_team"."id" = 2
+  LIMIT 21
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.108
+  '''
+  SELECT "posthog_organizationmembership"."id",
+         "posthog_organizationmembership"."organization_id",
+         "posthog_organizationmembership"."user_id",
+         "posthog_organizationmembership"."level",
+         "posthog_organizationmembership"."joined_at",
+         "posthog_organizationmembership"."updated_at",
+         "posthog_organization"."id",
+         "posthog_organization"."name",
+         "posthog_organization"."slug",
+         "posthog_organization"."logo_media_id",
+         "posthog_organization"."created_at",
+         "posthog_organization"."updated_at",
+         "posthog_organization"."plugins_access_level",
+         "posthog_organization"."for_internal_metrics",
+         "posthog_organization"."is_member_join_email_enabled",
+         "posthog_organization"."enforce_2fa",
+         "posthog_organization"."is_hipaa",
+         "posthog_organization"."customer_id",
+         "posthog_organization"."available_product_features",
+         "posthog_organization"."usage",
+         "posthog_organization"."never_drop_data",
+         "posthog_organization"."customer_trust_scores",
+         "posthog_organization"."setup_section_2_completed",
+         "posthog_organization"."personalization",
+         "posthog_organization"."domain_whitelist"
+  FROM "posthog_organizationmembership"
+  INNER JOIN "posthog_organization" ON ("posthog_organizationmembership"."organization_id" = "posthog_organization"."id")
+  WHERE "posthog_organizationmembership"."user_id" = 2
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.109
+  '''
+  SELECT "posthog_organization"."id",
+         "posthog_organization"."name",
+         "posthog_organization"."slug",
+         "posthog_organization"."logo_media_id",
+         "posthog_organization"."created_at",
+         "posthog_organization"."updated_at",
+         "posthog_organization"."plugins_access_level",
+         "posthog_organization"."for_internal_metrics",
+         "posthog_organization"."is_member_join_email_enabled",
+         "posthog_organization"."enforce_2fa",
+         "posthog_organization"."is_hipaa",
+         "posthog_organization"."customer_id",
+         "posthog_organization"."available_product_features",
+         "posthog_organization"."usage",
+         "posthog_organization"."never_drop_data",
+         "posthog_organization"."customer_trust_scores",
+         "posthog_organization"."setup_section_2_completed",
+         "posthog_organization"."personalization",
+         "posthog_organization"."domain_whitelist"
+  FROM "posthog_organization"
+  WHERE "posthog_organization"."id" = '00000000-0000-0000-0000-000000000000'::uuid
+  LIMIT 21
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.11
+  '''
+  SELECT "posthog_datawarehousejoin"."created_by_id",
+         "posthog_datawarehousejoin"."created_at",
+         "posthog_datawarehousejoin"."deleted",
+         "posthog_datawarehousejoin"."deleted_at",
+         "posthog_datawarehousejoin"."id",
+         "posthog_datawarehousejoin"."team_id",
+         "posthog_datawarehousejoin"."source_table_name",
+         "posthog_datawarehousejoin"."source_table_key",
+         "posthog_datawarehousejoin"."joining_table_name",
+         "posthog_datawarehousejoin"."joining_table_key",
+         "posthog_datawarehousejoin"."field_name"
+  FROM "posthog_datawarehousejoin"
+  WHERE ("posthog_datawarehousejoin"."team_id" = 2
+         AND NOT ("posthog_datawarehousejoin"."deleted"
+                  AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.110
+  '''
+  SELECT "posthog_grouptypemapping"."id",
+         "posthog_grouptypemapping"."team_id",
+         "posthog_grouptypemapping"."group_type",
+         "posthog_grouptypemapping"."group_type_index",
+         "posthog_grouptypemapping"."name_singular",
+         "posthog_grouptypemapping"."name_plural"
+  FROM "posthog_grouptypemapping"
+  WHERE "posthog_grouptypemapping"."team_id" = 2
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.111
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -1656,7 +1927,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.105
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.112
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -1729,7 +2000,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.106
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.113
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -1748,7 +2019,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.107
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.114
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -1760,7 +2031,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.108
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.115
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -1781,7 +2052,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.109
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.116
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -1854,15 +2125,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.11
-  '''
-  SELECT "posthog_sessionrecordingviewed"."session_id"
-  FROM "posthog_sessionrecordingviewed"
-  WHERE ("posthog_sessionrecordingviewed"."team_id" = 2
-         AND "posthog_sessionrecordingviewed"."user_id" = 2)
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.110
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.117
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -1881,7 +2144,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.111
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.118
   '''
   SELECT "posthog_sessionrecording"."id",
          "posthog_sessionrecording"."session_id",
@@ -1913,7 +2176,7 @@
          AND "posthog_sessionrecording"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.112
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.119
   '''
   SELECT "posthog_sessionrecordingviewed"."session_id"
   FROM "posthog_sessionrecordingviewed"
@@ -1921,7 +2184,15 @@
          AND "posthog_sessionrecordingviewed"."user_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.113
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.12
+  '''
+  SELECT "posthog_sessionrecordingviewed"."session_id"
+  FROM "posthog_sessionrecordingviewed"
+  WHERE ("posthog_sessionrecordingviewed"."team_id" = 2
+         AND "posthog_sessionrecordingviewed"."user_id" = 2)
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.120
   '''
   SELECT "posthog_persondistinctid"."id",
          "posthog_persondistinctid"."team_id",
@@ -1949,7 +2220,7 @@
          AND "posthog_persondistinctid"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.114
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.121
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -2015,7 +2286,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.115
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.122
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -2034,7 +2305,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.116
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.123
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -2053,7 +2324,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.117
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.124
   '''
   SELECT "posthog_user"."id",
          "posthog_user"."password",
@@ -2085,7 +2356,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.118
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.125
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -2144,7 +2415,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.119
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.126
   '''
   SELECT "posthog_organizationmembership"."id",
          "posthog_organizationmembership"."organization_id",
@@ -2176,7 +2447,66 @@
   WHERE "posthog_organizationmembership"."user_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.12
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.127
+  '''
+  SELECT "posthog_organization"."id",
+         "posthog_organization"."name",
+         "posthog_organization"."slug",
+         "posthog_organization"."logo_media_id",
+         "posthog_organization"."created_at",
+         "posthog_organization"."updated_at",
+         "posthog_organization"."plugins_access_level",
+         "posthog_organization"."for_internal_metrics",
+         "posthog_organization"."is_member_join_email_enabled",
+         "posthog_organization"."enforce_2fa",
+         "posthog_organization"."is_hipaa",
+         "posthog_organization"."customer_id",
+         "posthog_organization"."available_product_features",
+         "posthog_organization"."usage",
+         "posthog_organization"."never_drop_data",
+         "posthog_organization"."customer_trust_scores",
+         "posthog_organization"."setup_section_2_completed",
+         "posthog_organization"."personalization",
+         "posthog_organization"."domain_whitelist"
+  FROM "posthog_organization"
+  WHERE "posthog_organization"."id" = '00000000-0000-0000-0000-000000000000'::uuid
+  LIMIT 21
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.128
+  '''
+  SELECT "posthog_grouptypemapping"."id",
+         "posthog_grouptypemapping"."team_id",
+         "posthog_grouptypemapping"."group_type",
+         "posthog_grouptypemapping"."group_type_index",
+         "posthog_grouptypemapping"."name_singular",
+         "posthog_grouptypemapping"."name_plural"
+  FROM "posthog_grouptypemapping"
+  WHERE "posthog_grouptypemapping"."team_id" = 2
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.129
+  '''
+  SELECT "posthog_datawarehousesavedquery"."created_by_id",
+         "posthog_datawarehousesavedquery"."created_at",
+         "posthog_datawarehousesavedquery"."deleted",
+         "posthog_datawarehousesavedquery"."deleted_at",
+         "posthog_datawarehousesavedquery"."id",
+         "posthog_datawarehousesavedquery"."name",
+         "posthog_datawarehousesavedquery"."team_id",
+         "posthog_datawarehousesavedquery"."columns",
+         "posthog_datawarehousesavedquery"."external_tables",
+         "posthog_datawarehousesavedquery"."query",
+         "posthog_datawarehousesavedquery"."status",
+         "posthog_datawarehousesavedquery"."last_run_at",
+         "posthog_datawarehousesavedquery"."table_id"
+  FROM "posthog_datawarehousesavedquery"
+  WHERE ("posthog_datawarehousesavedquery"."team_id" = 2
+         AND NOT ("posthog_datawarehousesavedquery"."deleted"
+                  AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.13
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -2242,40 +2572,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.120
-  '''
-  SELECT "posthog_grouptypemapping"."id",
-         "posthog_grouptypemapping"."team_id",
-         "posthog_grouptypemapping"."group_type",
-         "posthog_grouptypemapping"."group_type_index",
-         "posthog_grouptypemapping"."name_singular",
-         "posthog_grouptypemapping"."name_plural"
-  FROM "posthog_grouptypemapping"
-  WHERE "posthog_grouptypemapping"."team_id" = 2
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.121
-  '''
-  SELECT "posthog_datawarehousesavedquery"."created_by_id",
-         "posthog_datawarehousesavedquery"."created_at",
-         "posthog_datawarehousesavedquery"."deleted",
-         "posthog_datawarehousesavedquery"."deleted_at",
-         "posthog_datawarehousesavedquery"."id",
-         "posthog_datawarehousesavedquery"."name",
-         "posthog_datawarehousesavedquery"."team_id",
-         "posthog_datawarehousesavedquery"."columns",
-         "posthog_datawarehousesavedquery"."external_tables",
-         "posthog_datawarehousesavedquery"."query",
-         "posthog_datawarehousesavedquery"."status",
-         "posthog_datawarehousesavedquery"."last_run_at",
-         "posthog_datawarehousesavedquery"."table_id"
-  FROM "posthog_datawarehousesavedquery"
-  WHERE ("posthog_datawarehousesavedquery"."team_id" = 2
-         AND NOT ("posthog_datawarehousesavedquery"."deleted"
-                  AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.122
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.130
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -2348,7 +2645,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.123
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.131
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -2367,7 +2664,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.124
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.132
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -2379,7 +2676,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.125
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.133
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -2400,7 +2697,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.126
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.134
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -2473,7 +2770,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.127
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.135
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -2492,7 +2789,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.128
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.136
   '''
   SELECT "posthog_sessionrecording"."id",
          "posthog_sessionrecording"."session_id",
@@ -2525,7 +2822,7 @@
          AND "posthog_sessionrecording"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.129
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.137
   '''
   SELECT "posthog_sessionrecordingviewed"."session_id"
   FROM "posthog_sessionrecordingviewed"
@@ -2533,26 +2830,7 @@
          AND "posthog_sessionrecordingviewed"."user_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.13
-  '''
-  SELECT "posthog_person"."id",
-         "posthog_person"."created_at",
-         "posthog_person"."properties_last_updated_at",
-         "posthog_person"."properties_last_operation",
-         "posthog_person"."team_id",
-         "posthog_person"."properties",
-         "posthog_person"."is_user_id",
-         "posthog_person"."is_identified",
-         "posthog_person"."uuid",
-         "posthog_person"."version"
-  FROM "posthog_person"
-  INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
-  WHERE ("posthog_persondistinctid"."distinct_id" = 'user1'
-         AND "posthog_persondistinctid"."team_id" = 2)
-  LIMIT 21
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.130
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.138
   '''
   SELECT "posthog_persondistinctid"."id",
          "posthog_persondistinctid"."team_id",
@@ -2581,7 +2859,7 @@
          AND "posthog_persondistinctid"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.131
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.139
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -2647,7 +2925,26 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.132
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.14
+  '''
+  SELECT "posthog_person"."id",
+         "posthog_person"."created_at",
+         "posthog_person"."properties_last_updated_at",
+         "posthog_person"."properties_last_operation",
+         "posthog_person"."team_id",
+         "posthog_person"."properties",
+         "posthog_person"."is_user_id",
+         "posthog_person"."is_identified",
+         "posthog_person"."uuid",
+         "posthog_person"."version"
+  FROM "posthog_person"
+  INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
+  WHERE ("posthog_persondistinctid"."distinct_id" = 'user1'
+         AND "posthog_persondistinctid"."team_id" = 2)
+  LIMIT 21
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.140
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -2666,7 +2963,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.133
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.141
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -2685,7 +2982,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.134
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.142
   '''
   SELECT "posthog_user"."id",
          "posthog_user"."password",
@@ -2717,7 +3014,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.135
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.143
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -2776,7 +3073,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.136
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.144
   '''
   SELECT "posthog_organizationmembership"."id",
          "posthog_organizationmembership"."organization_id",
@@ -2808,7 +3105,33 @@
   WHERE "posthog_organizationmembership"."user_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.137
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.145
+  '''
+  SELECT "posthog_organization"."id",
+         "posthog_organization"."name",
+         "posthog_organization"."slug",
+         "posthog_organization"."logo_media_id",
+         "posthog_organization"."created_at",
+         "posthog_organization"."updated_at",
+         "posthog_organization"."plugins_access_level",
+         "posthog_organization"."for_internal_metrics",
+         "posthog_organization"."is_member_join_email_enabled",
+         "posthog_organization"."enforce_2fa",
+         "posthog_organization"."is_hipaa",
+         "posthog_organization"."customer_id",
+         "posthog_organization"."available_product_features",
+         "posthog_organization"."usage",
+         "posthog_organization"."never_drop_data",
+         "posthog_organization"."customer_trust_scores",
+         "posthog_organization"."setup_section_2_completed",
+         "posthog_organization"."personalization",
+         "posthog_organization"."domain_whitelist"
+  FROM "posthog_organization"
+  WHERE "posthog_organization"."id" = '00000000-0000-0000-0000-000000000000'::uuid
+  LIMIT 21
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.146
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -2820,7 +3143,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.138
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.147
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -2841,7 +3164,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.139
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.148
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -2914,26 +3237,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.14
-  '''
-  SELECT "posthog_person"."id",
-         "posthog_person"."created_at",
-         "posthog_person"."properties_last_updated_at",
-         "posthog_person"."properties_last_operation",
-         "posthog_person"."team_id",
-         "posthog_person"."properties",
-         "posthog_person"."is_user_id",
-         "posthog_person"."is_identified",
-         "posthog_person"."uuid",
-         "posthog_person"."version"
-  FROM "posthog_person"
-  INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
-  WHERE ("posthog_persondistinctid"."distinct_id" = 'user1'
-         AND "posthog_persondistinctid"."team_id" = 2)
-  LIMIT 21
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.140
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.149
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -2952,7 +3256,26 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.141
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.15
+  '''
+  SELECT "posthog_person"."id",
+         "posthog_person"."created_at",
+         "posthog_person"."properties_last_updated_at",
+         "posthog_person"."properties_last_operation",
+         "posthog_person"."team_id",
+         "posthog_person"."properties",
+         "posthog_person"."is_user_id",
+         "posthog_person"."is_identified",
+         "posthog_person"."uuid",
+         "posthog_person"."version"
+  FROM "posthog_person"
+  INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
+  WHERE ("posthog_persondistinctid"."distinct_id" = 'user1'
+         AND "posthog_persondistinctid"."team_id" = 2)
+  LIMIT 21
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.150
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -2964,7 +3287,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.142
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.151
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -2985,7 +3308,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.143
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.152
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -3058,7 +3381,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.144
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.153
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -3077,7 +3400,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.145
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.154
   '''
   SELECT "posthog_sessionrecording"."id",
          "posthog_sessionrecording"."session_id",
@@ -3111,7 +3434,7 @@
          AND "posthog_sessionrecording"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.146
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.155
   '''
   SELECT "posthog_sessionrecordingviewed"."session_id"
   FROM "posthog_sessionrecordingviewed"
@@ -3119,7 +3442,7 @@
          AND "posthog_sessionrecordingviewed"."user_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.147
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.156
   '''
   SELECT "posthog_persondistinctid"."id",
          "posthog_persondistinctid"."team_id",
@@ -3149,7 +3472,7 @@
          AND "posthog_persondistinctid"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.148
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.157
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -3215,7 +3538,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.149
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.158
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -3234,13 +3557,32 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.15
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.159
   '''
-  SELECT "posthog_user"."id",
-         "posthog_user"."password",
-         "posthog_user"."last_login",
-         "posthog_user"."first_name",
-         "posthog_user"."last_name",
+  SELECT "posthog_person"."id",
+         "posthog_person"."created_at",
+         "posthog_person"."properties_last_updated_at",
+         "posthog_person"."properties_last_operation",
+         "posthog_person"."team_id",
+         "posthog_person"."properties",
+         "posthog_person"."is_user_id",
+         "posthog_person"."is_identified",
+         "posthog_person"."uuid",
+         "posthog_person"."version"
+  FROM "posthog_person"
+  INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
+  WHERE ("posthog_persondistinctid"."distinct_id" = 'user9'
+         AND "posthog_persondistinctid"."team_id" = 2)
+  LIMIT 21
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.16
+  '''
+  SELECT "posthog_user"."id",
+         "posthog_user"."password",
+         "posthog_user"."last_login",
+         "posthog_user"."first_name",
+         "posthog_user"."last_name",
          "posthog_user"."is_staff",
          "posthog_user"."date_joined",
          "posthog_user"."uuid",
@@ -3266,26 +3608,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.150
-  '''
-  SELECT "posthog_person"."id",
-         "posthog_person"."created_at",
-         "posthog_person"."properties_last_updated_at",
-         "posthog_person"."properties_last_operation",
-         "posthog_person"."team_id",
-         "posthog_person"."properties",
-         "posthog_person"."is_user_id",
-         "posthog_person"."is_identified",
-         "posthog_person"."uuid",
-         "posthog_person"."version"
-  FROM "posthog_person"
-  INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
-  WHERE ("posthog_persondistinctid"."distinct_id" = 'user9'
-         AND "posthog_persondistinctid"."team_id" = 2)
-  LIMIT 21
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.151
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.160
   '''
   SELECT "posthog_user"."id",
          "posthog_user"."password",
@@ -3317,7 +3640,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.152
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.161
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -3376,7 +3699,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.153
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.162
   '''
   SELECT "posthog_organizationmembership"."id",
          "posthog_organizationmembership"."organization_id",
@@ -3408,7 +3731,33 @@
   WHERE "posthog_organizationmembership"."user_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.154
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.163
+  '''
+  SELECT "posthog_organization"."id",
+         "posthog_organization"."name",
+         "posthog_organization"."slug",
+         "posthog_organization"."logo_media_id",
+         "posthog_organization"."created_at",
+         "posthog_organization"."updated_at",
+         "posthog_organization"."plugins_access_level",
+         "posthog_organization"."for_internal_metrics",
+         "posthog_organization"."is_member_join_email_enabled",
+         "posthog_organization"."enforce_2fa",
+         "posthog_organization"."is_hipaa",
+         "posthog_organization"."customer_id",
+         "posthog_organization"."available_product_features",
+         "posthog_organization"."usage",
+         "posthog_organization"."never_drop_data",
+         "posthog_organization"."customer_trust_scores",
+         "posthog_organization"."setup_section_2_completed",
+         "posthog_organization"."personalization",
+         "posthog_organization"."domain_whitelist"
+  FROM "posthog_organization"
+  WHERE "posthog_organization"."id" = '00000000-0000-0000-0000-000000000000'::uuid
+  LIMIT 21
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.164
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -3420,7 +3769,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.155
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.165
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -3441,7 +3790,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.156
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.166
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -3514,7 +3863,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.157
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.167
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -3533,7 +3882,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.158
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.168
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -3545,7 +3894,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.159
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.169
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -3566,7 +3915,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.16
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.17
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -3625,7 +3974,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.160
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.170
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -3698,7 +4047,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.161
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.171
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -3717,7 +4066,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.162
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.172
   '''
   SELECT "posthog_sessionrecording"."id",
          "posthog_sessionrecording"."session_id",
@@ -3752,7 +4101,7 @@
          AND "posthog_sessionrecording"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.163
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.173
   '''
   SELECT "posthog_sessionrecordingviewed"."session_id"
   FROM "posthog_sessionrecordingviewed"
@@ -3760,7 +4109,7 @@
          AND "posthog_sessionrecordingviewed"."user_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.164
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.174
   '''
   SELECT "posthog_persondistinctid"."id",
          "posthog_persondistinctid"."team_id",
@@ -3791,7 +4140,7 @@
          AND "posthog_persondistinctid"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.165
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.175
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -3857,7 +4206,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.166
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.176
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -3876,7 +4225,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.167
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.177
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -3895,7 +4244,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.168
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.178
   '''
   SELECT "posthog_user"."id",
          "posthog_user"."password",
@@ -3927,7 +4276,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.169
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.179
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -3986,7 +4335,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.17
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.18
   '''
   SELECT "posthog_organizationmembership"."id",
          "posthog_organizationmembership"."organization_id",
@@ -4018,7 +4367,7 @@
   WHERE "posthog_organizationmembership"."user_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.170
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.180
   '''
   SELECT "posthog_organizationmembership"."id",
          "posthog_organizationmembership"."organization_id",
@@ -4050,7 +4399,33 @@
   WHERE "posthog_organizationmembership"."user_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.171
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.181
+  '''
+  SELECT "posthog_organization"."id",
+         "posthog_organization"."name",
+         "posthog_organization"."slug",
+         "posthog_organization"."logo_media_id",
+         "posthog_organization"."created_at",
+         "posthog_organization"."updated_at",
+         "posthog_organization"."plugins_access_level",
+         "posthog_organization"."for_internal_metrics",
+         "posthog_organization"."is_member_join_email_enabled",
+         "posthog_organization"."enforce_2fa",
+         "posthog_organization"."is_hipaa",
+         "posthog_organization"."customer_id",
+         "posthog_organization"."available_product_features",
+         "posthog_organization"."usage",
+         "posthog_organization"."never_drop_data",
+         "posthog_organization"."customer_trust_scores",
+         "posthog_organization"."setup_section_2_completed",
+         "posthog_organization"."personalization",
+         "posthog_organization"."domain_whitelist"
+  FROM "posthog_organization"
+  WHERE "posthog_organization"."id" = '00000000-0000-0000-0000-000000000000'::uuid
+  LIMIT 21
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.182
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -4062,7 +4437,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.172
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.183
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -4083,7 +4458,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.173
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.184
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -4156,7 +4531,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.174
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.185
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -4175,7 +4550,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.175
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.186
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -4187,7 +4562,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.176
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.187
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -4208,7 +4583,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.177
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.188
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -4281,7 +4656,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.178
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.189
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -4300,7 +4675,33 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.179
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.19
+  '''
+  SELECT "posthog_organization"."id",
+         "posthog_organization"."name",
+         "posthog_organization"."slug",
+         "posthog_organization"."logo_media_id",
+         "posthog_organization"."created_at",
+         "posthog_organization"."updated_at",
+         "posthog_organization"."plugins_access_level",
+         "posthog_organization"."for_internal_metrics",
+         "posthog_organization"."is_member_join_email_enabled",
+         "posthog_organization"."enforce_2fa",
+         "posthog_organization"."is_hipaa",
+         "posthog_organization"."customer_id",
+         "posthog_organization"."available_product_features",
+         "posthog_organization"."usage",
+         "posthog_organization"."never_drop_data",
+         "posthog_organization"."customer_trust_scores",
+         "posthog_organization"."setup_section_2_completed",
+         "posthog_organization"."personalization",
+         "posthog_organization"."domain_whitelist"
+  FROM "posthog_organization"
+  WHERE "posthog_organization"."id" = '00000000-0000-0000-0000-000000000000'::uuid
+  LIMIT 21
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.190
   '''
   SELECT "posthog_sessionrecording"."id",
          "posthog_sessionrecording"."session_id",
@@ -4336,19 +4737,7 @@
          AND "posthog_sessionrecording"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.18
-  '''
-  SELECT "posthog_grouptypemapping"."id",
-         "posthog_grouptypemapping"."team_id",
-         "posthog_grouptypemapping"."group_type",
-         "posthog_grouptypemapping"."group_type_index",
-         "posthog_grouptypemapping"."name_singular",
-         "posthog_grouptypemapping"."name_plural"
-  FROM "posthog_grouptypemapping"
-  WHERE "posthog_grouptypemapping"."team_id" = 2
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.180
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.191
   '''
   SELECT "posthog_sessionrecordingviewed"."session_id"
   FROM "posthog_sessionrecordingviewed"
@@ -4356,7 +4745,7 @@
          AND "posthog_sessionrecordingviewed"."user_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.181
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.192
   '''
   SELECT "posthog_persondistinctid"."id",
          "posthog_persondistinctid"."team_id",
@@ -4388,44 +4777,116 @@
          AND "posthog_persondistinctid"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.182
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.193
   '''
-  SELECT "posthog_grouptypemapping"."id",
-         "posthog_grouptypemapping"."team_id",
-         "posthog_grouptypemapping"."group_type",
-         "posthog_grouptypemapping"."group_type_index",
-         "posthog_grouptypemapping"."name_singular",
-         "posthog_grouptypemapping"."name_plural"
-  FROM "posthog_grouptypemapping"
-  WHERE "posthog_grouptypemapping"."team_id" = 2
+  SELECT "posthog_sessionrecordingviewed"."session_id"
+  FROM "posthog_sessionrecordingviewed"
+  WHERE ("posthog_sessionrecordingviewed"."team_id" = 2
+         AND "posthog_sessionrecordingviewed"."user_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.183
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.194
   '''
-  SELECT "posthog_datawarehousesavedquery"."created_by_id",
-         "posthog_datawarehousesavedquery"."created_at",
-         "posthog_datawarehousesavedquery"."deleted",
-         "posthog_datawarehousesavedquery"."deleted_at",
-         "posthog_datawarehousesavedquery"."id",
-         "posthog_datawarehousesavedquery"."name",
-         "posthog_datawarehousesavedquery"."team_id",
-         "posthog_datawarehousesavedquery"."columns",
-         "posthog_datawarehousesavedquery"."external_tables",
-         "posthog_datawarehousesavedquery"."query",
-         "posthog_datawarehousesavedquery"."status",
-         "posthog_datawarehousesavedquery"."last_run_at",
-         "posthog_datawarehousesavedquery"."table_id"
-  FROM "posthog_datawarehousesavedquery"
-  WHERE ("posthog_datawarehousesavedquery"."team_id" = 2
-         AND NOT ("posthog_datawarehousesavedquery"."deleted"
-                  AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
+  SELECT "posthog_persondistinctid"."id",
+         "posthog_persondistinctid"."team_id",
+         "posthog_persondistinctid"."person_id",
+         "posthog_persondistinctid"."distinct_id",
+         "posthog_persondistinctid"."version",
+         "posthog_person"."id",
+         "posthog_person"."created_at",
+         "posthog_person"."properties_last_updated_at",
+         "posthog_person"."properties_last_operation",
+         "posthog_person"."team_id",
+         "posthog_person"."properties",
+         "posthog_person"."is_user_id",
+         "posthog_person"."is_identified",
+         "posthog_person"."uuid",
+         "posthog_person"."version"
+  FROM "posthog_persondistinctid"
+  INNER JOIN "posthog_person" ON ("posthog_persondistinctid"."person_id" = "posthog_person"."id")
+  WHERE ("posthog_persondistinctid"."distinct_id" IN ('user1',
+                                                      'user10',
+                                                      'user2',
+                                                      'user3',
+                                                      'user4',
+                                                      'user5',
+                                                      'user6',
+                                                      'user7',
+                                                      'user8',
+                                                      'user9')
+         AND "posthog_persondistinctid"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.184
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.2
   '''
-  SELECT "posthog_datawarehousetable"."created_by_id",
-         "posthog_datawarehousetable"."created_at",
-         "posthog_datawarehousetable"."updated_at",
+  SELECT "posthog_organizationmembership"."id",
+         "posthog_organizationmembership"."organization_id",
+         "posthog_organizationmembership"."user_id",
+         "posthog_organizationmembership"."level",
+         "posthog_organizationmembership"."joined_at",
+         "posthog_organizationmembership"."updated_at",
+         "posthog_organization"."id",
+         "posthog_organization"."name",
+         "posthog_organization"."slug",
+         "posthog_organization"."logo_media_id",
+         "posthog_organization"."created_at",
+         "posthog_organization"."updated_at",
+         "posthog_organization"."plugins_access_level",
+         "posthog_organization"."for_internal_metrics",
+         "posthog_organization"."is_member_join_email_enabled",
+         "posthog_organization"."enforce_2fa",
+         "posthog_organization"."is_hipaa",
+         "posthog_organization"."customer_id",
+         "posthog_organization"."available_product_features",
+         "posthog_organization"."usage",
+         "posthog_organization"."never_drop_data",
+         "posthog_organization"."customer_trust_scores",
+         "posthog_organization"."setup_section_2_completed",
+         "posthog_organization"."personalization",
+         "posthog_organization"."domain_whitelist"
+  FROM "posthog_organizationmembership"
+  INNER JOIN "posthog_organization" ON ("posthog_organizationmembership"."organization_id" = "posthog_organization"."id")
+  WHERE "posthog_organizationmembership"."user_id" = 2
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.20
+  '''
+  SELECT "posthog_grouptypemapping"."id",
+         "posthog_grouptypemapping"."team_id",
+         "posthog_grouptypemapping"."group_type",
+         "posthog_grouptypemapping"."group_type_index",
+         "posthog_grouptypemapping"."name_singular",
+         "posthog_grouptypemapping"."name_plural"
+  FROM "posthog_grouptypemapping"
+  WHERE "posthog_grouptypemapping"."team_id" = 2
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.21
+  '''
+  SELECT "posthog_datawarehousesavedquery"."created_by_id",
+         "posthog_datawarehousesavedquery"."created_at",
+         "posthog_datawarehousesavedquery"."deleted",
+         "posthog_datawarehousesavedquery"."deleted_at",
+         "posthog_datawarehousesavedquery"."id",
+         "posthog_datawarehousesavedquery"."name",
+         "posthog_datawarehousesavedquery"."team_id",
+         "posthog_datawarehousesavedquery"."columns",
+         "posthog_datawarehousesavedquery"."external_tables",
+         "posthog_datawarehousesavedquery"."query",
+         "posthog_datawarehousesavedquery"."status",
+         "posthog_datawarehousesavedquery"."last_run_at",
+         "posthog_datawarehousesavedquery"."table_id"
+  FROM "posthog_datawarehousesavedquery"
+  WHERE ("posthog_datawarehousesavedquery"."team_id" = 2
+         AND NOT ("posthog_datawarehousesavedquery"."deleted"
+                  AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.22
+  '''
+  SELECT "posthog_datawarehousetable"."created_by_id",
+         "posthog_datawarehousetable"."created_at",
+         "posthog_datawarehousetable"."updated_at",
          "posthog_datawarehousetable"."deleted",
          "posthog_datawarehousetable"."deleted_at",
          "posthog_datawarehousetable"."id",
@@ -4494,7 +4955,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.185
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.23
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -4513,7 +4974,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.186
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.24
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -4525,7 +4986,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.187
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.25
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -4546,7 +5007,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.188
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.26
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -4619,7 +5080,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.189
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.27
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -4638,28 +5099,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.19
-  '''
-  SELECT "posthog_datawarehousesavedquery"."created_by_id",
-         "posthog_datawarehousesavedquery"."created_at",
-         "posthog_datawarehousesavedquery"."deleted",
-         "posthog_datawarehousesavedquery"."deleted_at",
-         "posthog_datawarehousesavedquery"."id",
-         "posthog_datawarehousesavedquery"."name",
-         "posthog_datawarehousesavedquery"."team_id",
-         "posthog_datawarehousesavedquery"."columns",
-         "posthog_datawarehousesavedquery"."external_tables",
-         "posthog_datawarehousesavedquery"."query",
-         "posthog_datawarehousesavedquery"."status",
-         "posthog_datawarehousesavedquery"."last_run_at",
-         "posthog_datawarehousesavedquery"."table_id"
-  FROM "posthog_datawarehousesavedquery"
-  WHERE ("posthog_datawarehousesavedquery"."team_id" = 2
-         AND NOT ("posthog_datawarehousesavedquery"."deleted"
-                  AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.190
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.28
   '''
   SELECT "posthog_sessionrecording"."id",
          "posthog_sessionrecording"."session_id",
@@ -4682,20 +5122,11 @@
          "posthog_sessionrecording"."start_url",
          "posthog_sessionrecording"."storage_version"
   FROM "posthog_sessionrecording"
-  WHERE ("posthog_sessionrecording"."session_id" IN ('1',
-                                                     '10',
-                                                     '2',
-                                                     '3',
-                                                     '4',
-                                                     '5',
-                                                     '6',
-                                                     '7',
-                                                     '8',
-                                                     '9')
+  WHERE ("posthog_sessionrecording"."session_id" IN ('1')
          AND "posthog_sessionrecording"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.191
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.29
   '''
   SELECT "posthog_sessionrecordingviewed"."session_id"
   FROM "posthog_sessionrecordingviewed"
@@ -4703,7 +5134,33 @@
          AND "posthog_sessionrecordingviewed"."user_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.192
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.3
+  '''
+  SELECT "posthog_organization"."id",
+         "posthog_organization"."name",
+         "posthog_organization"."slug",
+         "posthog_organization"."logo_media_id",
+         "posthog_organization"."created_at",
+         "posthog_organization"."updated_at",
+         "posthog_organization"."plugins_access_level",
+         "posthog_organization"."for_internal_metrics",
+         "posthog_organization"."is_member_join_email_enabled",
+         "posthog_organization"."enforce_2fa",
+         "posthog_organization"."is_hipaa",
+         "posthog_organization"."customer_id",
+         "posthog_organization"."available_product_features",
+         "posthog_organization"."usage",
+         "posthog_organization"."never_drop_data",
+         "posthog_organization"."customer_trust_scores",
+         "posthog_organization"."setup_section_2_completed",
+         "posthog_organization"."personalization",
+         "posthog_organization"."domain_whitelist"
+  FROM "posthog_organization"
+  WHERE "posthog_organization"."id" = '00000000-0000-0000-0000-000000000000'::uuid
+  LIMIT 21
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.30
   '''
   SELECT "posthog_persondistinctid"."id",
          "posthog_persondistinctid"."team_id",
@@ -4722,35 +5179,79 @@
          "posthog_person"."version"
   FROM "posthog_persondistinctid"
   INNER JOIN "posthog_person" ON ("posthog_persondistinctid"."person_id" = "posthog_person"."id")
-  WHERE ("posthog_persondistinctid"."distinct_id" IN ('user1',
-                                                      'user10',
-                                                      'user2',
-                                                      'user3',
-                                                      'user4',
-                                                      'user5',
-                                                      'user6',
-                                                      'user7',
-                                                      'user8',
-                                                      'user9')
+  WHERE ("posthog_persondistinctid"."distinct_id" IN ('user1')
          AND "posthog_persondistinctid"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.193
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.31
   '''
-  SELECT "posthog_sessionrecordingviewed"."session_id"
-  FROM "posthog_sessionrecordingviewed"
-  WHERE ("posthog_sessionrecordingviewed"."team_id" = 2
-         AND "posthog_sessionrecordingviewed"."user_id" = 2)
+  SELECT "posthog_team"."id",
+         "posthog_team"."uuid",
+         "posthog_team"."organization_id",
+         "posthog_team"."project_id",
+         "posthog_team"."api_token",
+         "posthog_team"."app_urls",
+         "posthog_team"."name",
+         "posthog_team"."slack_incoming_webhook",
+         "posthog_team"."created_at",
+         "posthog_team"."updated_at",
+         "posthog_team"."anonymize_ips",
+         "posthog_team"."completed_snippet_onboarding",
+         "posthog_team"."has_completed_onboarding_for",
+         "posthog_team"."ingested_event",
+         "posthog_team"."autocapture_opt_out",
+         "posthog_team"."autocapture_web_vitals_opt_in",
+         "posthog_team"."autocapture_web_vitals_allowed_metrics",
+         "posthog_team"."autocapture_exceptions_opt_in",
+         "posthog_team"."autocapture_exceptions_errors_to_ignore",
+         "posthog_team"."session_recording_opt_in",
+         "posthog_team"."session_recording_sample_rate",
+         "posthog_team"."session_recording_minimum_duration_milliseconds",
+         "posthog_team"."session_recording_linked_flag",
+         "posthog_team"."session_recording_network_payload_capture_config",
+         "posthog_team"."session_recording_url_trigger_config",
+         "posthog_team"."session_replay_config",
+         "posthog_team"."survey_config",
+         "posthog_team"."capture_console_log_opt_in",
+         "posthog_team"."capture_performance_opt_in",
+         "posthog_team"."surveys_opt_in",
+         "posthog_team"."heatmaps_opt_in",
+         "posthog_team"."session_recording_version",
+         "posthog_team"."signup_token",
+         "posthog_team"."is_demo",
+         "posthog_team"."access_control",
+         "posthog_team"."week_start_day",
+         "posthog_team"."inject_web_apps",
+         "posthog_team"."test_account_filters",
+         "posthog_team"."test_account_filters_default_checked",
+         "posthog_team"."path_cleaning_filters",
+         "posthog_team"."timezone",
+         "posthog_team"."data_attributes",
+         "posthog_team"."person_display_name_properties",
+         "posthog_team"."live_events_columns",
+         "posthog_team"."recording_domains",
+         "posthog_team"."primary_dashboard_id",
+         "posthog_team"."extra_settings",
+         "posthog_team"."modifiers",
+         "posthog_team"."correlation_config",
+         "posthog_team"."session_recording_retention_period_days",
+         "posthog_team"."plugins_opt_in",
+         "posthog_team"."opt_out_capture",
+         "posthog_team"."event_names",
+         "posthog_team"."event_names_with_usage",
+         "posthog_team"."event_properties",
+         "posthog_team"."event_properties_with_usage",
+         "posthog_team"."event_properties_numerical",
+         "posthog_team"."external_data_workspace_id",
+         "posthog_team"."external_data_workspace_last_synced_at"
+  FROM "posthog_team"
+  WHERE "posthog_team"."id" = 2
+  LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.194
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.32
   '''
-  SELECT "posthog_persondistinctid"."id",
-         "posthog_persondistinctid"."team_id",
-         "posthog_persondistinctid"."person_id",
-         "posthog_persondistinctid"."distinct_id",
-         "posthog_persondistinctid"."version",
-         "posthog_person"."id",
+  SELECT "posthog_person"."id",
          "posthog_person"."created_at",
          "posthog_person"."properties_last_updated_at",
          "posthog_person"."properties_last_operation",
@@ -4760,34 +5261,136 @@
          "posthog_person"."is_identified",
          "posthog_person"."uuid",
          "posthog_person"."version"
-  FROM "posthog_persondistinctid"
-  INNER JOIN "posthog_person" ON ("posthog_persondistinctid"."person_id" = "posthog_person"."id")
-  WHERE ("posthog_persondistinctid"."distinct_id" IN ('user1',
-                                                      'user10',
-                                                      'user2',
-                                                      'user3',
-                                                      'user4',
-                                                      'user5',
-                                                      'user6',
-                                                      'user7',
-                                                      'user8',
-                                                      'user9')
+  FROM "posthog_person"
+  INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
+  WHERE ("posthog_persondistinctid"."distinct_id" = 'user2'
          AND "posthog_persondistinctid"."team_id" = 2)
+  LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.2
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.33
   '''
-  SELECT "posthog_organizationmembership"."id",
-         "posthog_organizationmembership"."organization_id",
-         "posthog_organizationmembership"."user_id",
-         "posthog_organizationmembership"."level",
-         "posthog_organizationmembership"."joined_at",
-         "posthog_organizationmembership"."updated_at",
-         "posthog_organization"."id",
-         "posthog_organization"."name",
-         "posthog_organization"."slug",
-         "posthog_organization"."logo_media_id",
-         "posthog_organization"."created_at",
+  SELECT "posthog_person"."id",
+         "posthog_person"."created_at",
+         "posthog_person"."properties_last_updated_at",
+         "posthog_person"."properties_last_operation",
+         "posthog_person"."team_id",
+         "posthog_person"."properties",
+         "posthog_person"."is_user_id",
+         "posthog_person"."is_identified",
+         "posthog_person"."uuid",
+         "posthog_person"."version"
+  FROM "posthog_person"
+  INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
+  WHERE ("posthog_persondistinctid"."distinct_id" = 'user2'
+         AND "posthog_persondistinctid"."team_id" = 2)
+  LIMIT 21
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.34
+  '''
+  SELECT "posthog_user"."id",
+         "posthog_user"."password",
+         "posthog_user"."last_login",
+         "posthog_user"."first_name",
+         "posthog_user"."last_name",
+         "posthog_user"."is_staff",
+         "posthog_user"."date_joined",
+         "posthog_user"."uuid",
+         "posthog_user"."current_organization_id",
+         "posthog_user"."current_team_id",
+         "posthog_user"."email",
+         "posthog_user"."pending_email",
+         "posthog_user"."temporary_token",
+         "posthog_user"."distinct_id",
+         "posthog_user"."is_email_verified",
+         "posthog_user"."has_seen_product_intro_for",
+         "posthog_user"."strapi_id",
+         "posthog_user"."is_active",
+         "posthog_user"."theme_mode",
+         "posthog_user"."partial_notification_settings",
+         "posthog_user"."anonymize_data",
+         "posthog_user"."toolbar_mode",
+         "posthog_user"."hedgehog_config",
+         "posthog_user"."events_column_config",
+         "posthog_user"."email_opt_in"
+  FROM "posthog_user"
+  WHERE "posthog_user"."id" = 2
+  LIMIT 21
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.35
+  '''
+  SELECT "posthog_team"."id",
+         "posthog_team"."uuid",
+         "posthog_team"."organization_id",
+         "posthog_team"."project_id",
+         "posthog_team"."api_token",
+         "posthog_team"."app_urls",
+         "posthog_team"."name",
+         "posthog_team"."slack_incoming_webhook",
+         "posthog_team"."created_at",
+         "posthog_team"."updated_at",
+         "posthog_team"."anonymize_ips",
+         "posthog_team"."completed_snippet_onboarding",
+         "posthog_team"."has_completed_onboarding_for",
+         "posthog_team"."ingested_event",
+         "posthog_team"."autocapture_opt_out",
+         "posthog_team"."autocapture_web_vitals_opt_in",
+         "posthog_team"."autocapture_web_vitals_allowed_metrics",
+         "posthog_team"."autocapture_exceptions_opt_in",
+         "posthog_team"."autocapture_exceptions_errors_to_ignore",
+         "posthog_team"."session_recording_opt_in",
+         "posthog_team"."session_recording_sample_rate",
+         "posthog_team"."session_recording_minimum_duration_milliseconds",
+         "posthog_team"."session_recording_linked_flag",
+         "posthog_team"."session_recording_network_payload_capture_config",
+         "posthog_team"."session_recording_url_trigger_config",
+         "posthog_team"."session_replay_config",
+         "posthog_team"."survey_config",
+         "posthog_team"."capture_console_log_opt_in",
+         "posthog_team"."capture_performance_opt_in",
+         "posthog_team"."surveys_opt_in",
+         "posthog_team"."heatmaps_opt_in",
+         "posthog_team"."session_recording_version",
+         "posthog_team"."signup_token",
+         "posthog_team"."is_demo",
+         "posthog_team"."access_control",
+         "posthog_team"."week_start_day",
+         "posthog_team"."inject_web_apps",
+         "posthog_team"."test_account_filters",
+         "posthog_team"."test_account_filters_default_checked",
+         "posthog_team"."path_cleaning_filters",
+         "posthog_team"."timezone",
+         "posthog_team"."data_attributes",
+         "posthog_team"."person_display_name_properties",
+         "posthog_team"."live_events_columns",
+         "posthog_team"."recording_domains",
+         "posthog_team"."primary_dashboard_id",
+         "posthog_team"."extra_settings",
+         "posthog_team"."modifiers",
+         "posthog_team"."correlation_config",
+         "posthog_team"."session_recording_retention_period_days",
+         "posthog_team"."external_data_workspace_id",
+         "posthog_team"."external_data_workspace_last_synced_at"
+  FROM "posthog_team"
+  WHERE "posthog_team"."id" = 2
+  LIMIT 21
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.36
+  '''
+  SELECT "posthog_organizationmembership"."id",
+         "posthog_organizationmembership"."organization_id",
+         "posthog_organizationmembership"."user_id",
+         "posthog_organizationmembership"."level",
+         "posthog_organizationmembership"."joined_at",
+         "posthog_organizationmembership"."updated_at",
+         "posthog_organization"."id",
+         "posthog_organization"."name",
+         "posthog_organization"."slug",
+         "posthog_organization"."logo_media_id",
+         "posthog_organization"."created_at",
          "posthog_organization"."updated_at",
          "posthog_organization"."plugins_access_level",
          "posthog_organization"."for_internal_metrics",
@@ -4807,7 +5410,78 @@
   WHERE "posthog_organizationmembership"."user_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.20
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.37
+  '''
+  SELECT "posthog_organization"."id",
+         "posthog_organization"."name",
+         "posthog_organization"."slug",
+         "posthog_organization"."logo_media_id",
+         "posthog_organization"."created_at",
+         "posthog_organization"."updated_at",
+         "posthog_organization"."plugins_access_level",
+         "posthog_organization"."for_internal_metrics",
+         "posthog_organization"."is_member_join_email_enabled",
+         "posthog_organization"."enforce_2fa",
+         "posthog_organization"."is_hipaa",
+         "posthog_organization"."customer_id",
+         "posthog_organization"."available_product_features",
+         "posthog_organization"."usage",
+         "posthog_organization"."never_drop_data",
+         "posthog_organization"."customer_trust_scores",
+         "posthog_organization"."setup_section_2_completed",
+         "posthog_organization"."personalization",
+         "posthog_organization"."domain_whitelist"
+  FROM "posthog_organization"
+  WHERE "posthog_organization"."id" = '00000000-0000-0000-0000-000000000000'::uuid
+  LIMIT 21
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.38
+  '''
+  SELECT "posthog_grouptypemapping"."id",
+         "posthog_grouptypemapping"."team_id",
+         "posthog_grouptypemapping"."group_type",
+         "posthog_grouptypemapping"."group_type_index",
+         "posthog_grouptypemapping"."name_singular",
+         "posthog_grouptypemapping"."name_plural"
+  FROM "posthog_grouptypemapping"
+  WHERE "posthog_grouptypemapping"."team_id" = 2
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.39
+  '''
+  SELECT "posthog_datawarehousesavedquery"."created_by_id",
+         "posthog_datawarehousesavedquery"."created_at",
+         "posthog_datawarehousesavedquery"."deleted",
+         "posthog_datawarehousesavedquery"."deleted_at",
+         "posthog_datawarehousesavedquery"."id",
+         "posthog_datawarehousesavedquery"."name",
+         "posthog_datawarehousesavedquery"."team_id",
+         "posthog_datawarehousesavedquery"."columns",
+         "posthog_datawarehousesavedquery"."external_tables",
+         "posthog_datawarehousesavedquery"."query",
+         "posthog_datawarehousesavedquery"."status",
+         "posthog_datawarehousesavedquery"."last_run_at",
+         "posthog_datawarehousesavedquery"."table_id"
+  FROM "posthog_datawarehousesavedquery"
+  WHERE ("posthog_datawarehousesavedquery"."team_id" = 2
+         AND NOT ("posthog_datawarehousesavedquery"."deleted"
+                  AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.4
+  '''
+  SELECT "posthog_grouptypemapping"."id",
+         "posthog_grouptypemapping"."team_id",
+         "posthog_grouptypemapping"."group_type",
+         "posthog_grouptypemapping"."group_type_index",
+         "posthog_grouptypemapping"."name_singular",
+         "posthog_grouptypemapping"."name_plural"
+  FROM "posthog_grouptypemapping"
+  WHERE "posthog_grouptypemapping"."team_id" = 2
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.40
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -4880,7 +5554,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.21
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.41
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -4899,7 +5573,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.22
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.42
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -4911,7 +5585,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.23
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.43
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -4932,7 +5606,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.24
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.44
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -5005,7 +5679,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.25
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.45
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -5024,7 +5698,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.26
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.46
   '''
   SELECT "posthog_sessionrecording"."id",
          "posthog_sessionrecording"."session_id",
@@ -5047,11 +5721,12 @@
          "posthog_sessionrecording"."start_url",
          "posthog_sessionrecording"."storage_version"
   FROM "posthog_sessionrecording"
-  WHERE ("posthog_sessionrecording"."session_id" IN ('1')
+  WHERE ("posthog_sessionrecording"."session_id" IN ('1',
+                                                     '2')
          AND "posthog_sessionrecording"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.27
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.47
   '''
   SELECT "posthog_sessionrecordingviewed"."session_id"
   FROM "posthog_sessionrecordingviewed"
@@ -5059,7 +5734,7 @@
          AND "posthog_sessionrecordingviewed"."user_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.28
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.48
   '''
   SELECT "posthog_persondistinctid"."id",
          "posthog_persondistinctid"."team_id",
@@ -5078,11 +5753,12 @@
          "posthog_person"."version"
   FROM "posthog_persondistinctid"
   INNER JOIN "posthog_person" ON ("posthog_persondistinctid"."person_id" = "posthog_person"."id")
-  WHERE ("posthog_persondistinctid"."distinct_id" IN ('user1')
+  WHERE ("posthog_persondistinctid"."distinct_id" IN ('user1',
+                                                      'user2')
          AND "posthog_persondistinctid"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.29
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.49
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -5148,19 +5824,28 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.3
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.5
   '''
-  SELECT "posthog_grouptypemapping"."id",
-         "posthog_grouptypemapping"."team_id",
-         "posthog_grouptypemapping"."group_type",
-         "posthog_grouptypemapping"."group_type_index",
-         "posthog_grouptypemapping"."name_singular",
-         "posthog_grouptypemapping"."name_plural"
-  FROM "posthog_grouptypemapping"
-  WHERE "posthog_grouptypemapping"."team_id" = 2
+  SELECT "posthog_datawarehousesavedquery"."created_by_id",
+         "posthog_datawarehousesavedquery"."created_at",
+         "posthog_datawarehousesavedquery"."deleted",
+         "posthog_datawarehousesavedquery"."deleted_at",
+         "posthog_datawarehousesavedquery"."id",
+         "posthog_datawarehousesavedquery"."name",
+         "posthog_datawarehousesavedquery"."team_id",
+         "posthog_datawarehousesavedquery"."columns",
+         "posthog_datawarehousesavedquery"."external_tables",
+         "posthog_datawarehousesavedquery"."query",
+         "posthog_datawarehousesavedquery"."status",
+         "posthog_datawarehousesavedquery"."last_run_at",
+         "posthog_datawarehousesavedquery"."table_id"
+  FROM "posthog_datawarehousesavedquery"
+  WHERE ("posthog_datawarehousesavedquery"."team_id" = 2
+         AND NOT ("posthog_datawarehousesavedquery"."deleted"
+                  AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.30
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.50
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -5174,12 +5859,12 @@
          "posthog_person"."version"
   FROM "posthog_person"
   INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
-  WHERE ("posthog_persondistinctid"."distinct_id" = 'user2'
+  WHERE ("posthog_persondistinctid"."distinct_id" = 'user3'
          AND "posthog_persondistinctid"."team_id" = 2)
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.31
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.51
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -5193,12 +5878,12 @@
          "posthog_person"."version"
   FROM "posthog_person"
   INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
-  WHERE ("posthog_persondistinctid"."distinct_id" = 'user2'
+  WHERE ("posthog_persondistinctid"."distinct_id" = 'user3'
          AND "posthog_persondistinctid"."team_id" = 2)
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.32
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.52
   '''
   SELECT "posthog_user"."id",
          "posthog_user"."password",
@@ -5230,7 +5915,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.33
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.53
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -5289,7 +5974,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.34
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.54
   '''
   SELECT "posthog_organizationmembership"."id",
          "posthog_organizationmembership"."organization_id",
@@ -5321,7 +6006,33 @@
   WHERE "posthog_organizationmembership"."user_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.35
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.55
+  '''
+  SELECT "posthog_organization"."id",
+         "posthog_organization"."name",
+         "posthog_organization"."slug",
+         "posthog_organization"."logo_media_id",
+         "posthog_organization"."created_at",
+         "posthog_organization"."updated_at",
+         "posthog_organization"."plugins_access_level",
+         "posthog_organization"."for_internal_metrics",
+         "posthog_organization"."is_member_join_email_enabled",
+         "posthog_organization"."enforce_2fa",
+         "posthog_organization"."is_hipaa",
+         "posthog_organization"."customer_id",
+         "posthog_organization"."available_product_features",
+         "posthog_organization"."usage",
+         "posthog_organization"."never_drop_data",
+         "posthog_organization"."customer_trust_scores",
+         "posthog_organization"."setup_section_2_completed",
+         "posthog_organization"."personalization",
+         "posthog_organization"."domain_whitelist"
+  FROM "posthog_organization"
+  WHERE "posthog_organization"."id" = '00000000-0000-0000-0000-000000000000'::uuid
+  LIMIT 21
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.56
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -5333,7 +6044,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.36
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.57
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -5354,7 +6065,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.37
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.58
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -5427,7 +6138,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.38
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.59
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -5446,7 +6157,80 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.39
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.6
+  '''
+  SELECT "posthog_datawarehousetable"."created_by_id",
+         "posthog_datawarehousetable"."created_at",
+         "posthog_datawarehousetable"."updated_at",
+         "posthog_datawarehousetable"."deleted",
+         "posthog_datawarehousetable"."deleted_at",
+         "posthog_datawarehousetable"."id",
+         "posthog_datawarehousetable"."name",
+         "posthog_datawarehousetable"."format",
+         "posthog_datawarehousetable"."team_id",
+         "posthog_datawarehousetable"."url_pattern",
+         "posthog_datawarehousetable"."credential_id",
+         "posthog_datawarehousetable"."external_data_source_id",
+         "posthog_datawarehousetable"."columns",
+         "posthog_datawarehousetable"."row_count",
+         "posthog_user"."id",
+         "posthog_user"."password",
+         "posthog_user"."last_login",
+         "posthog_user"."first_name",
+         "posthog_user"."last_name",
+         "posthog_user"."is_staff",
+         "posthog_user"."date_joined",
+         "posthog_user"."uuid",
+         "posthog_user"."current_organization_id",
+         "posthog_user"."current_team_id",
+         "posthog_user"."email",
+         "posthog_user"."pending_email",
+         "posthog_user"."temporary_token",
+         "posthog_user"."distinct_id",
+         "posthog_user"."is_email_verified",
+         "posthog_user"."requested_password_reset_at",
+         "posthog_user"."has_seen_product_intro_for",
+         "posthog_user"."strapi_id",
+         "posthog_user"."is_active",
+         "posthog_user"."theme_mode",
+         "posthog_user"."partial_notification_settings",
+         "posthog_user"."anonymize_data",
+         "posthog_user"."toolbar_mode",
+         "posthog_user"."hedgehog_config",
+         "posthog_user"."events_column_config",
+         "posthog_user"."email_opt_in",
+         "posthog_datawarehousecredential"."created_by_id",
+         "posthog_datawarehousecredential"."created_at",
+         "posthog_datawarehousecredential"."id",
+         "posthog_datawarehousecredential"."access_key",
+         "posthog_datawarehousecredential"."access_secret",
+         "posthog_datawarehousecredential"."team_id",
+         "posthog_externaldatasource"."created_by_id",
+         "posthog_externaldatasource"."created_at",
+         "posthog_externaldatasource"."updated_at",
+         "posthog_externaldatasource"."deleted",
+         "posthog_externaldatasource"."deleted_at",
+         "posthog_externaldatasource"."id",
+         "posthog_externaldatasource"."source_id",
+         "posthog_externaldatasource"."connection_id",
+         "posthog_externaldatasource"."destination_id",
+         "posthog_externaldatasource"."team_id",
+         "posthog_externaldatasource"."sync_frequency",
+         "posthog_externaldatasource"."status",
+         "posthog_externaldatasource"."source_type",
+         "posthog_externaldatasource"."job_inputs",
+         "posthog_externaldatasource"."are_tables_created",
+         "posthog_externaldatasource"."prefix"
+  FROM "posthog_datawarehousetable"
+  LEFT OUTER JOIN "posthog_user" ON ("posthog_datawarehousetable"."created_by_id" = "posthog_user"."id")
+  LEFT OUTER JOIN "posthog_datawarehousecredential" ON ("posthog_datawarehousetable"."credential_id" = "posthog_datawarehousecredential"."id")
+  LEFT OUTER JOIN "posthog_externaldatasource" ON ("posthog_datawarehousetable"."external_data_source_id" = "posthog_externaldatasource"."id")
+  WHERE ("posthog_datawarehousetable"."team_id" = 2
+         AND NOT ("posthog_datawarehousetable"."deleted"
+                  AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.60
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -5458,28 +6242,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.4
-  '''
-  SELECT "posthog_datawarehousesavedquery"."created_by_id",
-         "posthog_datawarehousesavedquery"."created_at",
-         "posthog_datawarehousesavedquery"."deleted",
-         "posthog_datawarehousesavedquery"."deleted_at",
-         "posthog_datawarehousesavedquery"."id",
-         "posthog_datawarehousesavedquery"."name",
-         "posthog_datawarehousesavedquery"."team_id",
-         "posthog_datawarehousesavedquery"."columns",
-         "posthog_datawarehousesavedquery"."external_tables",
-         "posthog_datawarehousesavedquery"."query",
-         "posthog_datawarehousesavedquery"."status",
-         "posthog_datawarehousesavedquery"."last_run_at",
-         "posthog_datawarehousesavedquery"."table_id"
-  FROM "posthog_datawarehousesavedquery"
-  WHERE ("posthog_datawarehousesavedquery"."team_id" = 2
-         AND NOT ("posthog_datawarehousesavedquery"."deleted"
-                  AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.40
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.61
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -5500,7 +6263,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.41
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.62
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -5573,7 +6336,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.42
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.63
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -5592,7 +6355,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.43
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.64
   '''
   SELECT "posthog_sessionrecording"."id",
          "posthog_sessionrecording"."session_id",
@@ -5616,11 +6379,12 @@
          "posthog_sessionrecording"."storage_version"
   FROM "posthog_sessionrecording"
   WHERE ("posthog_sessionrecording"."session_id" IN ('1',
-                                                     '2')
+                                                     '2',
+                                                     '3')
          AND "posthog_sessionrecording"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.44
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.65
   '''
   SELECT "posthog_sessionrecordingviewed"."session_id"
   FROM "posthog_sessionrecordingviewed"
@@ -5628,7 +6392,7 @@
          AND "posthog_sessionrecordingviewed"."user_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.45
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.66
   '''
   SELECT "posthog_persondistinctid"."id",
          "posthog_persondistinctid"."team_id",
@@ -5648,11 +6412,12 @@
   FROM "posthog_persondistinctid"
   INNER JOIN "posthog_person" ON ("posthog_persondistinctid"."person_id" = "posthog_person"."id")
   WHERE ("posthog_persondistinctid"."distinct_id" IN ('user1',
-                                                      'user2')
+                                                      'user2',
+                                                      'user3')
          AND "posthog_persondistinctid"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.46
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.67
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -5718,7 +6483,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.47
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.68
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -5732,12 +6497,12 @@
          "posthog_person"."version"
   FROM "posthog_person"
   INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
-  WHERE ("posthog_persondistinctid"."distinct_id" = 'user3'
+  WHERE ("posthog_persondistinctid"."distinct_id" = 'user4'
          AND "posthog_persondistinctid"."team_id" = 2)
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.48
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.69
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -5751,12 +6516,31 @@
          "posthog_person"."version"
   FROM "posthog_person"
   INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
-  WHERE ("posthog_persondistinctid"."distinct_id" = 'user3'
+  WHERE ("posthog_persondistinctid"."distinct_id" = 'user4'
          AND "posthog_persondistinctid"."team_id" = 2)
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.49
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.7
+  '''
+  SELECT "posthog_datawarehousejoin"."created_by_id",
+         "posthog_datawarehousejoin"."created_at",
+         "posthog_datawarehousejoin"."deleted",
+         "posthog_datawarehousejoin"."deleted_at",
+         "posthog_datawarehousejoin"."id",
+         "posthog_datawarehousejoin"."team_id",
+         "posthog_datawarehousejoin"."source_table_name",
+         "posthog_datawarehousejoin"."source_table_key",
+         "posthog_datawarehousejoin"."joining_table_name",
+         "posthog_datawarehousejoin"."joining_table_key",
+         "posthog_datawarehousejoin"."field_name"
+  FROM "posthog_datawarehousejoin"
+  WHERE ("posthog_datawarehousejoin"."team_id" = 2
+         AND NOT ("posthog_datawarehousejoin"."deleted"
+                  AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.70
   '''
   SELECT "posthog_user"."id",
          "posthog_user"."password",
@@ -5788,80 +6572,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.5
-  '''
-  SELECT "posthog_datawarehousetable"."created_by_id",
-         "posthog_datawarehousetable"."created_at",
-         "posthog_datawarehousetable"."updated_at",
-         "posthog_datawarehousetable"."deleted",
-         "posthog_datawarehousetable"."deleted_at",
-         "posthog_datawarehousetable"."id",
-         "posthog_datawarehousetable"."name",
-         "posthog_datawarehousetable"."format",
-         "posthog_datawarehousetable"."team_id",
-         "posthog_datawarehousetable"."url_pattern",
-         "posthog_datawarehousetable"."credential_id",
-         "posthog_datawarehousetable"."external_data_source_id",
-         "posthog_datawarehousetable"."columns",
-         "posthog_datawarehousetable"."row_count",
-         "posthog_user"."id",
-         "posthog_user"."password",
-         "posthog_user"."last_login",
-         "posthog_user"."first_name",
-         "posthog_user"."last_name",
-         "posthog_user"."is_staff",
-         "posthog_user"."date_joined",
-         "posthog_user"."uuid",
-         "posthog_user"."current_organization_id",
-         "posthog_user"."current_team_id",
-         "posthog_user"."email",
-         "posthog_user"."pending_email",
-         "posthog_user"."temporary_token",
-         "posthog_user"."distinct_id",
-         "posthog_user"."is_email_verified",
-         "posthog_user"."requested_password_reset_at",
-         "posthog_user"."has_seen_product_intro_for",
-         "posthog_user"."strapi_id",
-         "posthog_user"."is_active",
-         "posthog_user"."theme_mode",
-         "posthog_user"."partial_notification_settings",
-         "posthog_user"."anonymize_data",
-         "posthog_user"."toolbar_mode",
-         "posthog_user"."hedgehog_config",
-         "posthog_user"."events_column_config",
-         "posthog_user"."email_opt_in",
-         "posthog_datawarehousecredential"."created_by_id",
-         "posthog_datawarehousecredential"."created_at",
-         "posthog_datawarehousecredential"."id",
-         "posthog_datawarehousecredential"."access_key",
-         "posthog_datawarehousecredential"."access_secret",
-         "posthog_datawarehousecredential"."team_id",
-         "posthog_externaldatasource"."created_by_id",
-         "posthog_externaldatasource"."created_at",
-         "posthog_externaldatasource"."updated_at",
-         "posthog_externaldatasource"."deleted",
-         "posthog_externaldatasource"."deleted_at",
-         "posthog_externaldatasource"."id",
-         "posthog_externaldatasource"."source_id",
-         "posthog_externaldatasource"."connection_id",
-         "posthog_externaldatasource"."destination_id",
-         "posthog_externaldatasource"."team_id",
-         "posthog_externaldatasource"."sync_frequency",
-         "posthog_externaldatasource"."status",
-         "posthog_externaldatasource"."source_type",
-         "posthog_externaldatasource"."job_inputs",
-         "posthog_externaldatasource"."are_tables_created",
-         "posthog_externaldatasource"."prefix"
-  FROM "posthog_datawarehousetable"
-  LEFT OUTER JOIN "posthog_user" ON ("posthog_datawarehousetable"."created_by_id" = "posthog_user"."id")
-  LEFT OUTER JOIN "posthog_datawarehousecredential" ON ("posthog_datawarehousetable"."credential_id" = "posthog_datawarehousecredential"."id")
-  LEFT OUTER JOIN "posthog_externaldatasource" ON ("posthog_datawarehousetable"."external_data_source_id" = "posthog_externaldatasource"."id")
-  WHERE ("posthog_datawarehousetable"."team_id" = 2
-         AND NOT ("posthog_datawarehousetable"."deleted"
-                  AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.50
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.71
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -5920,7 +6631,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.51
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.72
   '''
   SELECT "posthog_organizationmembership"."id",
          "posthog_organizationmembership"."organization_id",
@@ -5952,9 +6663,35 @@
   WHERE "posthog_organizationmembership"."user_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.52
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.73
   '''
-  SELECT "posthog_grouptypemapping"."id",
+  SELECT "posthog_organization"."id",
+         "posthog_organization"."name",
+         "posthog_organization"."slug",
+         "posthog_organization"."logo_media_id",
+         "posthog_organization"."created_at",
+         "posthog_organization"."updated_at",
+         "posthog_organization"."plugins_access_level",
+         "posthog_organization"."for_internal_metrics",
+         "posthog_organization"."is_member_join_email_enabled",
+         "posthog_organization"."enforce_2fa",
+         "posthog_organization"."is_hipaa",
+         "posthog_organization"."customer_id",
+         "posthog_organization"."available_product_features",
+         "posthog_organization"."usage",
+         "posthog_organization"."never_drop_data",
+         "posthog_organization"."customer_trust_scores",
+         "posthog_organization"."setup_section_2_completed",
+         "posthog_organization"."personalization",
+         "posthog_organization"."domain_whitelist"
+  FROM "posthog_organization"
+  WHERE "posthog_organization"."id" = '00000000-0000-0000-0000-000000000000'::uuid
+  LIMIT 21
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.74
+  '''
+  SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
          "posthog_grouptypemapping"."group_type",
          "posthog_grouptypemapping"."group_type_index",
@@ -5964,7 +6701,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.53
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.75
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -5985,7 +6722,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.54
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.76
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -6058,7 +6795,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.55
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.77
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -6077,7 +6814,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.56
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.78
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -6089,7 +6826,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.57
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.79
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -6110,7 +6847,19 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.58
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.8
+  '''
+  SELECT "posthog_grouptypemapping"."id",
+         "posthog_grouptypemapping"."team_id",
+         "posthog_grouptypemapping"."group_type",
+         "posthog_grouptypemapping"."group_type_index",
+         "posthog_grouptypemapping"."name_singular",
+         "posthog_grouptypemapping"."name_plural"
+  FROM "posthog_grouptypemapping"
+  WHERE "posthog_grouptypemapping"."team_id" = 2
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.80
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -6183,26 +6932,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.59
-  '''
-  SELECT "posthog_datawarehousejoin"."created_by_id",
-         "posthog_datawarehousejoin"."created_at",
-         "posthog_datawarehousejoin"."deleted",
-         "posthog_datawarehousejoin"."deleted_at",
-         "posthog_datawarehousejoin"."id",
-         "posthog_datawarehousejoin"."team_id",
-         "posthog_datawarehousejoin"."source_table_name",
-         "posthog_datawarehousejoin"."source_table_key",
-         "posthog_datawarehousejoin"."joining_table_name",
-         "posthog_datawarehousejoin"."joining_table_key",
-         "posthog_datawarehousejoin"."field_name"
-  FROM "posthog_datawarehousejoin"
-  WHERE ("posthog_datawarehousejoin"."team_id" = 2
-         AND NOT ("posthog_datawarehousejoin"."deleted"
-                  AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.6
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.81
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -6221,7 +6951,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.60
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.82
   '''
   SELECT "posthog_sessionrecording"."id",
          "posthog_sessionrecording"."session_id",
@@ -6246,11 +6976,12 @@
   FROM "posthog_sessionrecording"
   WHERE ("posthog_sessionrecording"."session_id" IN ('1',
                                                      '2',
-                                                     '3')
+                                                     '3',
+                                                     '4')
          AND "posthog_sessionrecording"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.61
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.83
   '''
   SELECT "posthog_sessionrecordingviewed"."session_id"
   FROM "posthog_sessionrecordingviewed"
@@ -6258,7 +6989,7 @@
          AND "posthog_sessionrecordingviewed"."user_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.62
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.84
   '''
   SELECT "posthog_persondistinctid"."id",
          "posthog_persondistinctid"."team_id",
@@ -6279,11 +7010,12 @@
   INNER JOIN "posthog_person" ON ("posthog_persondistinctid"."person_id" = "posthog_person"."id")
   WHERE ("posthog_persondistinctid"."distinct_id" IN ('user1',
                                                       'user2',
-                                                      'user3')
+                                                      'user3',
+                                                      'user4')
          AND "posthog_persondistinctid"."team_id" = 2)
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.63
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.85
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -6349,7 +7081,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.64
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.86
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -6363,12 +7095,12 @@
          "posthog_person"."version"
   FROM "posthog_person"
   INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
-  WHERE ("posthog_persondistinctid"."distinct_id" = 'user4'
+  WHERE ("posthog_persondistinctid"."distinct_id" = 'user5'
          AND "posthog_persondistinctid"."team_id" = 2)
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.65
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.87
   '''
   SELECT "posthog_person"."id",
          "posthog_person"."created_at",
@@ -6382,12 +7114,12 @@
          "posthog_person"."version"
   FROM "posthog_person"
   INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
-  WHERE ("posthog_persondistinctid"."distinct_id" = 'user4'
+  WHERE ("posthog_persondistinctid"."distinct_id" = 'user5'
          AND "posthog_persondistinctid"."team_id" = 2)
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.66
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.88
   '''
   SELECT "posthog_user"."id",
          "posthog_user"."password",
@@ -6419,7 +7151,7 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.67
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.89
   '''
   SELECT "posthog_team"."id",
          "posthog_team"."uuid",
@@ -6478,7 +7210,28 @@
   LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.68
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.9
+  '''
+  SELECT "posthog_datawarehousesavedquery"."created_by_id",
+         "posthog_datawarehousesavedquery"."created_at",
+         "posthog_datawarehousesavedquery"."deleted",
+         "posthog_datawarehousesavedquery"."deleted_at",
+         "posthog_datawarehousesavedquery"."id",
+         "posthog_datawarehousesavedquery"."name",
+         "posthog_datawarehousesavedquery"."team_id",
+         "posthog_datawarehousesavedquery"."columns",
+         "posthog_datawarehousesavedquery"."external_tables",
+         "posthog_datawarehousesavedquery"."query",
+         "posthog_datawarehousesavedquery"."status",
+         "posthog_datawarehousesavedquery"."last_run_at",
+         "posthog_datawarehousesavedquery"."table_id"
+  FROM "posthog_datawarehousesavedquery"
+  WHERE ("posthog_datawarehousesavedquery"."team_id" = 2
+         AND NOT ("posthog_datawarehousesavedquery"."deleted"
+                  AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
+  '''
+# ---
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.90
   '''
   SELECT "posthog_organizationmembership"."id",
          "posthog_organizationmembership"."organization_id",
@@ -6510,19 +7263,33 @@
   WHERE "posthog_organizationmembership"."user_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.69
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.91
   '''
-  SELECT "posthog_grouptypemapping"."id",
-         "posthog_grouptypemapping"."team_id",
-         "posthog_grouptypemapping"."group_type",
-         "posthog_grouptypemapping"."group_type_index",
-         "posthog_grouptypemapping"."name_singular",
-         "posthog_grouptypemapping"."name_plural"
-  FROM "posthog_grouptypemapping"
-  WHERE "posthog_grouptypemapping"."team_id" = 2
+  SELECT "posthog_organization"."id",
+         "posthog_organization"."name",
+         "posthog_organization"."slug",
+         "posthog_organization"."logo_media_id",
+         "posthog_organization"."created_at",
+         "posthog_organization"."updated_at",
+         "posthog_organization"."plugins_access_level",
+         "posthog_organization"."for_internal_metrics",
+         "posthog_organization"."is_member_join_email_enabled",
+         "posthog_organization"."enforce_2fa",
+         "posthog_organization"."is_hipaa",
+         "posthog_organization"."customer_id",
+         "posthog_organization"."available_product_features",
+         "posthog_organization"."usage",
+         "posthog_organization"."never_drop_data",
+         "posthog_organization"."customer_trust_scores",
+         "posthog_organization"."setup_section_2_completed",
+         "posthog_organization"."personalization",
+         "posthog_organization"."domain_whitelist"
+  FROM "posthog_organization"
+  WHERE "posthog_organization"."id" = '00000000-0000-0000-0000-000000000000'::uuid
+  LIMIT 21
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.7
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.92
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -6534,7 +7301,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.70
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.93
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -6555,7 +7322,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.71
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.94
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -6628,7 +7395,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.72
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.95
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -6647,7 +7414,7 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.73
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.96
   '''
   SELECT "posthog_grouptypemapping"."id",
          "posthog_grouptypemapping"."team_id",
@@ -6659,7 +7426,7 @@
   WHERE "posthog_grouptypemapping"."team_id" = 2
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.74
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.97
   '''
   SELECT "posthog_datawarehousesavedquery"."created_by_id",
          "posthog_datawarehousesavedquery"."created_at",
@@ -6680,7 +7447,7 @@
                   AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.75
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.98
   '''
   SELECT "posthog_datawarehousetable"."created_by_id",
          "posthog_datawarehousetable"."created_at",
@@ -6753,7 +7520,7 @@
                   AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.76
+# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.99
   '''
   SELECT "posthog_datawarehousejoin"."created_by_id",
          "posthog_datawarehousejoin"."created_at",
@@ -6772,808 +7539,3 @@
                   AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
   '''
 # ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.77
-  '''
-  SELECT "posthog_sessionrecording"."id",
-         "posthog_sessionrecording"."session_id",
-         "posthog_sessionrecording"."team_id",
-         "posthog_sessionrecording"."created_at",
-         "posthog_sessionrecording"."deleted",
-         "posthog_sessionrecording"."object_storage_path",
-         "posthog_sessionrecording"."distinct_id",
-         "posthog_sessionrecording"."duration",
-         "posthog_sessionrecording"."active_seconds",
-         "posthog_sessionrecording"."inactive_seconds",
-         "posthog_sessionrecording"."start_time",
-         "posthog_sessionrecording"."end_time",
-         "posthog_sessionrecording"."click_count",
-         "posthog_sessionrecording"."keypress_count",
-         "posthog_sessionrecording"."mouse_activity_count",
-         "posthog_sessionrecording"."console_log_count",
-         "posthog_sessionrecording"."console_warn_count",
-         "posthog_sessionrecording"."console_error_count",
-         "posthog_sessionrecording"."start_url",
-         "posthog_sessionrecording"."storage_version"
-  FROM "posthog_sessionrecording"
-  WHERE ("posthog_sessionrecording"."session_id" IN ('1',
-                                                     '2',
-                                                     '3',
-                                                     '4')
-         AND "posthog_sessionrecording"."team_id" = 2)
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.78
-  '''
-  SELECT "posthog_sessionrecordingviewed"."session_id"
-  FROM "posthog_sessionrecordingviewed"
-  WHERE ("posthog_sessionrecordingviewed"."team_id" = 2
-         AND "posthog_sessionrecordingviewed"."user_id" = 2)
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.79
-  '''
-  SELECT "posthog_persondistinctid"."id",
-         "posthog_persondistinctid"."team_id",
-         "posthog_persondistinctid"."person_id",
-         "posthog_persondistinctid"."distinct_id",
-         "posthog_persondistinctid"."version",
-         "posthog_person"."id",
-         "posthog_person"."created_at",
-         "posthog_person"."properties_last_updated_at",
-         "posthog_person"."properties_last_operation",
-         "posthog_person"."team_id",
-         "posthog_person"."properties",
-         "posthog_person"."is_user_id",
-         "posthog_person"."is_identified",
-         "posthog_person"."uuid",
-         "posthog_person"."version"
-  FROM "posthog_persondistinctid"
-  INNER JOIN "posthog_person" ON ("posthog_persondistinctid"."person_id" = "posthog_person"."id")
-  WHERE ("posthog_persondistinctid"."distinct_id" IN ('user1',
-                                                      'user2',
-                                                      'user3',
-                                                      'user4')
-         AND "posthog_persondistinctid"."team_id" = 2)
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.8
-  '''
-  SELECT "posthog_datawarehousesavedquery"."created_by_id",
-         "posthog_datawarehousesavedquery"."created_at",
-         "posthog_datawarehousesavedquery"."deleted",
-         "posthog_datawarehousesavedquery"."deleted_at",
-         "posthog_datawarehousesavedquery"."id",
-         "posthog_datawarehousesavedquery"."name",
-         "posthog_datawarehousesavedquery"."team_id",
-         "posthog_datawarehousesavedquery"."columns",
-         "posthog_datawarehousesavedquery"."external_tables",
-         "posthog_datawarehousesavedquery"."query",
-         "posthog_datawarehousesavedquery"."status",
-         "posthog_datawarehousesavedquery"."last_run_at",
-         "posthog_datawarehousesavedquery"."table_id"
-  FROM "posthog_datawarehousesavedquery"
-  WHERE ("posthog_datawarehousesavedquery"."team_id" = 2
-         AND NOT ("posthog_datawarehousesavedquery"."deleted"
-                  AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.80
-  '''
-  SELECT "posthog_team"."id",
-         "posthog_team"."uuid",
-         "posthog_team"."organization_id",
-         "posthog_team"."project_id",
-         "posthog_team"."api_token",
-         "posthog_team"."app_urls",
-         "posthog_team"."name",
-         "posthog_team"."slack_incoming_webhook",
-         "posthog_team"."created_at",
-         "posthog_team"."updated_at",
-         "posthog_team"."anonymize_ips",
-         "posthog_team"."completed_snippet_onboarding",
-         "posthog_team"."has_completed_onboarding_for",
-         "posthog_team"."ingested_event",
-         "posthog_team"."autocapture_opt_out",
-         "posthog_team"."autocapture_web_vitals_opt_in",
-         "posthog_team"."autocapture_web_vitals_allowed_metrics",
-         "posthog_team"."autocapture_exceptions_opt_in",
-         "posthog_team"."autocapture_exceptions_errors_to_ignore",
-         "posthog_team"."session_recording_opt_in",
-         "posthog_team"."session_recording_sample_rate",
-         "posthog_team"."session_recording_minimum_duration_milliseconds",
-         "posthog_team"."session_recording_linked_flag",
-         "posthog_team"."session_recording_network_payload_capture_config",
-         "posthog_team"."session_recording_url_trigger_config",
-         "posthog_team"."session_replay_config",
-         "posthog_team"."survey_config",
-         "posthog_team"."capture_console_log_opt_in",
-         "posthog_team"."capture_performance_opt_in",
-         "posthog_team"."surveys_opt_in",
-         "posthog_team"."heatmaps_opt_in",
-         "posthog_team"."session_recording_version",
-         "posthog_team"."signup_token",
-         "posthog_team"."is_demo",
-         "posthog_team"."access_control",
-         "posthog_team"."week_start_day",
-         "posthog_team"."inject_web_apps",
-         "posthog_team"."test_account_filters",
-         "posthog_team"."test_account_filters_default_checked",
-         "posthog_team"."path_cleaning_filters",
-         "posthog_team"."timezone",
-         "posthog_team"."data_attributes",
-         "posthog_team"."person_display_name_properties",
-         "posthog_team"."live_events_columns",
-         "posthog_team"."recording_domains",
-         "posthog_team"."primary_dashboard_id",
-         "posthog_team"."extra_settings",
-         "posthog_team"."modifiers",
-         "posthog_team"."correlation_config",
-         "posthog_team"."session_recording_retention_period_days",
-         "posthog_team"."plugins_opt_in",
-         "posthog_team"."opt_out_capture",
-         "posthog_team"."event_names",
-         "posthog_team"."event_names_with_usage",
-         "posthog_team"."event_properties",
-         "posthog_team"."event_properties_with_usage",
-         "posthog_team"."event_properties_numerical",
-         "posthog_team"."external_data_workspace_id",
-         "posthog_team"."external_data_workspace_last_synced_at"
-  FROM "posthog_team"
-  WHERE "posthog_team"."id" = 2
-  LIMIT 21
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.81
-  '''
-  SELECT "posthog_person"."id",
-         "posthog_person"."created_at",
-         "posthog_person"."properties_last_updated_at",
-         "posthog_person"."properties_last_operation",
-         "posthog_person"."team_id",
-         "posthog_person"."properties",
-         "posthog_person"."is_user_id",
-         "posthog_person"."is_identified",
-         "posthog_person"."uuid",
-         "posthog_person"."version"
-  FROM "posthog_person"
-  INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
-  WHERE ("posthog_persondistinctid"."distinct_id" = 'user5'
-         AND "posthog_persondistinctid"."team_id" = 2)
-  LIMIT 21
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.82
-  '''
-  SELECT "posthog_person"."id",
-         "posthog_person"."created_at",
-         "posthog_person"."properties_last_updated_at",
-         "posthog_person"."properties_last_operation",
-         "posthog_person"."team_id",
-         "posthog_person"."properties",
-         "posthog_person"."is_user_id",
-         "posthog_person"."is_identified",
-         "posthog_person"."uuid",
-         "posthog_person"."version"
-  FROM "posthog_person"
-  INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
-  WHERE ("posthog_persondistinctid"."distinct_id" = 'user5'
-         AND "posthog_persondistinctid"."team_id" = 2)
-  LIMIT 21
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.83
-  '''
-  SELECT "posthog_user"."id",
-         "posthog_user"."password",
-         "posthog_user"."last_login",
-         "posthog_user"."first_name",
-         "posthog_user"."last_name",
-         "posthog_user"."is_staff",
-         "posthog_user"."date_joined",
-         "posthog_user"."uuid",
-         "posthog_user"."current_organization_id",
-         "posthog_user"."current_team_id",
-         "posthog_user"."email",
-         "posthog_user"."pending_email",
-         "posthog_user"."temporary_token",
-         "posthog_user"."distinct_id",
-         "posthog_user"."is_email_verified",
-         "posthog_user"."has_seen_product_intro_for",
-         "posthog_user"."strapi_id",
-         "posthog_user"."is_active",
-         "posthog_user"."theme_mode",
-         "posthog_user"."partial_notification_settings",
-         "posthog_user"."anonymize_data",
-         "posthog_user"."toolbar_mode",
-         "posthog_user"."hedgehog_config",
-         "posthog_user"."events_column_config",
-         "posthog_user"."email_opt_in"
-  FROM "posthog_user"
-  WHERE "posthog_user"."id" = 2
-  LIMIT 21
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.84
-  '''
-  SELECT "posthog_team"."id",
-         "posthog_team"."uuid",
-         "posthog_team"."organization_id",
-         "posthog_team"."project_id",
-         "posthog_team"."api_token",
-         "posthog_team"."app_urls",
-         "posthog_team"."name",
-         "posthog_team"."slack_incoming_webhook",
-         "posthog_team"."created_at",
-         "posthog_team"."updated_at",
-         "posthog_team"."anonymize_ips",
-         "posthog_team"."completed_snippet_onboarding",
-         "posthog_team"."has_completed_onboarding_for",
-         "posthog_team"."ingested_event",
-         "posthog_team"."autocapture_opt_out",
-         "posthog_team"."autocapture_web_vitals_opt_in",
-         "posthog_team"."autocapture_web_vitals_allowed_metrics",
-         "posthog_team"."autocapture_exceptions_opt_in",
-         "posthog_team"."autocapture_exceptions_errors_to_ignore",
-         "posthog_team"."session_recording_opt_in",
-         "posthog_team"."session_recording_sample_rate",
-         "posthog_team"."session_recording_minimum_duration_milliseconds",
-         "posthog_team"."session_recording_linked_flag",
-         "posthog_team"."session_recording_network_payload_capture_config",
-         "posthog_team"."session_recording_url_trigger_config",
-         "posthog_team"."session_replay_config",
-         "posthog_team"."survey_config",
-         "posthog_team"."capture_console_log_opt_in",
-         "posthog_team"."capture_performance_opt_in",
-         "posthog_team"."surveys_opt_in",
-         "posthog_team"."heatmaps_opt_in",
-         "posthog_team"."session_recording_version",
-         "posthog_team"."signup_token",
-         "posthog_team"."is_demo",
-         "posthog_team"."access_control",
-         "posthog_team"."week_start_day",
-         "posthog_team"."inject_web_apps",
-         "posthog_team"."test_account_filters",
-         "posthog_team"."test_account_filters_default_checked",
-         "posthog_team"."path_cleaning_filters",
-         "posthog_team"."timezone",
-         "posthog_team"."data_attributes",
-         "posthog_team"."person_display_name_properties",
-         "posthog_team"."live_events_columns",
-         "posthog_team"."recording_domains",
-         "posthog_team"."primary_dashboard_id",
-         "posthog_team"."extra_settings",
-         "posthog_team"."modifiers",
-         "posthog_team"."correlation_config",
-         "posthog_team"."session_recording_retention_period_days",
-         "posthog_team"."external_data_workspace_id",
-         "posthog_team"."external_data_workspace_last_synced_at"
-  FROM "posthog_team"
-  WHERE "posthog_team"."id" = 2
-  LIMIT 21
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.85
-  '''
-  SELECT "posthog_organizationmembership"."id",
-         "posthog_organizationmembership"."organization_id",
-         "posthog_organizationmembership"."user_id",
-         "posthog_organizationmembership"."level",
-         "posthog_organizationmembership"."joined_at",
-         "posthog_organizationmembership"."updated_at",
-         "posthog_organization"."id",
-         "posthog_organization"."name",
-         "posthog_organization"."slug",
-         "posthog_organization"."logo_media_id",
-         "posthog_organization"."created_at",
-         "posthog_organization"."updated_at",
-         "posthog_organization"."plugins_access_level",
-         "posthog_organization"."for_internal_metrics",
-         "posthog_organization"."is_member_join_email_enabled",
-         "posthog_organization"."enforce_2fa",
-         "posthog_organization"."is_hipaa",
-         "posthog_organization"."customer_id",
-         "posthog_organization"."available_product_features",
-         "posthog_organization"."usage",
-         "posthog_organization"."never_drop_data",
-         "posthog_organization"."customer_trust_scores",
-         "posthog_organization"."setup_section_2_completed",
-         "posthog_organization"."personalization",
-         "posthog_organization"."domain_whitelist"
-  FROM "posthog_organizationmembership"
-  INNER JOIN "posthog_organization" ON ("posthog_organizationmembership"."organization_id" = "posthog_organization"."id")
-  WHERE "posthog_organizationmembership"."user_id" = 2
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.86
-  '''
-  SELECT "posthog_grouptypemapping"."id",
-         "posthog_grouptypemapping"."team_id",
-         "posthog_grouptypemapping"."group_type",
-         "posthog_grouptypemapping"."group_type_index",
-         "posthog_grouptypemapping"."name_singular",
-         "posthog_grouptypemapping"."name_plural"
-  FROM "posthog_grouptypemapping"
-  WHERE "posthog_grouptypemapping"."team_id" = 2
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.87
-  '''
-  SELECT "posthog_datawarehousesavedquery"."created_by_id",
-         "posthog_datawarehousesavedquery"."created_at",
-         "posthog_datawarehousesavedquery"."deleted",
-         "posthog_datawarehousesavedquery"."deleted_at",
-         "posthog_datawarehousesavedquery"."id",
-         "posthog_datawarehousesavedquery"."name",
-         "posthog_datawarehousesavedquery"."team_id",
-         "posthog_datawarehousesavedquery"."columns",
-         "posthog_datawarehousesavedquery"."external_tables",
-         "posthog_datawarehousesavedquery"."query",
-         "posthog_datawarehousesavedquery"."status",
-         "posthog_datawarehousesavedquery"."last_run_at",
-         "posthog_datawarehousesavedquery"."table_id"
-  FROM "posthog_datawarehousesavedquery"
-  WHERE ("posthog_datawarehousesavedquery"."team_id" = 2
-         AND NOT ("posthog_datawarehousesavedquery"."deleted"
-                  AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.88
-  '''
-  SELECT "posthog_datawarehousetable"."created_by_id",
-         "posthog_datawarehousetable"."created_at",
-         "posthog_datawarehousetable"."updated_at",
-         "posthog_datawarehousetable"."deleted",
-         "posthog_datawarehousetable"."deleted_at",
-         "posthog_datawarehousetable"."id",
-         "posthog_datawarehousetable"."name",
-         "posthog_datawarehousetable"."format",
-         "posthog_datawarehousetable"."team_id",
-         "posthog_datawarehousetable"."url_pattern",
-         "posthog_datawarehousetable"."credential_id",
-         "posthog_datawarehousetable"."external_data_source_id",
-         "posthog_datawarehousetable"."columns",
-         "posthog_datawarehousetable"."row_count",
-         "posthog_user"."id",
-         "posthog_user"."password",
-         "posthog_user"."last_login",
-         "posthog_user"."first_name",
-         "posthog_user"."last_name",
-         "posthog_user"."is_staff",
-         "posthog_user"."date_joined",
-         "posthog_user"."uuid",
-         "posthog_user"."current_organization_id",
-         "posthog_user"."current_team_id",
-         "posthog_user"."email",
-         "posthog_user"."pending_email",
-         "posthog_user"."temporary_token",
-         "posthog_user"."distinct_id",
-         "posthog_user"."is_email_verified",
-         "posthog_user"."requested_password_reset_at",
-         "posthog_user"."has_seen_product_intro_for",
-         "posthog_user"."strapi_id",
-         "posthog_user"."is_active",
-         "posthog_user"."theme_mode",
-         "posthog_user"."partial_notification_settings",
-         "posthog_user"."anonymize_data",
-         "posthog_user"."toolbar_mode",
-         "posthog_user"."hedgehog_config",
-         "posthog_user"."events_column_config",
-         "posthog_user"."email_opt_in",
-         "posthog_datawarehousecredential"."created_by_id",
-         "posthog_datawarehousecredential"."created_at",
-         "posthog_datawarehousecredential"."id",
-         "posthog_datawarehousecredential"."access_key",
-         "posthog_datawarehousecredential"."access_secret",
-         "posthog_datawarehousecredential"."team_id",
-         "posthog_externaldatasource"."created_by_id",
-         "posthog_externaldatasource"."created_at",
-         "posthog_externaldatasource"."updated_at",
-         "posthog_externaldatasource"."deleted",
-         "posthog_externaldatasource"."deleted_at",
-         "posthog_externaldatasource"."id",
-         "posthog_externaldatasource"."source_id",
-         "posthog_externaldatasource"."connection_id",
-         "posthog_externaldatasource"."destination_id",
-         "posthog_externaldatasource"."team_id",
-         "posthog_externaldatasource"."sync_frequency",
-         "posthog_externaldatasource"."status",
-         "posthog_externaldatasource"."source_type",
-         "posthog_externaldatasource"."job_inputs",
-         "posthog_externaldatasource"."are_tables_created",
-         "posthog_externaldatasource"."prefix"
-  FROM "posthog_datawarehousetable"
-  LEFT OUTER JOIN "posthog_user" ON ("posthog_datawarehousetable"."created_by_id" = "posthog_user"."id")
-  LEFT OUTER JOIN "posthog_datawarehousecredential" ON ("posthog_datawarehousetable"."credential_id" = "posthog_datawarehousecredential"."id")
-  LEFT OUTER JOIN "posthog_externaldatasource" ON ("posthog_datawarehousetable"."external_data_source_id" = "posthog_externaldatasource"."id")
-  WHERE ("posthog_datawarehousetable"."team_id" = 2
-         AND NOT ("posthog_datawarehousetable"."deleted"
-                  AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.89
-  '''
-  SELECT "posthog_datawarehousejoin"."created_by_id",
-         "posthog_datawarehousejoin"."created_at",
-         "posthog_datawarehousejoin"."deleted",
-         "posthog_datawarehousejoin"."deleted_at",
-         "posthog_datawarehousejoin"."id",
-         "posthog_datawarehousejoin"."team_id",
-         "posthog_datawarehousejoin"."source_table_name",
-         "posthog_datawarehousejoin"."source_table_key",
-         "posthog_datawarehousejoin"."joining_table_name",
-         "posthog_datawarehousejoin"."joining_table_key",
-         "posthog_datawarehousejoin"."field_name"
-  FROM "posthog_datawarehousejoin"
-  WHERE ("posthog_datawarehousejoin"."team_id" = 2
-         AND NOT ("posthog_datawarehousejoin"."deleted"
-                  AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.9
-  '''
-  SELECT "posthog_datawarehousetable"."created_by_id",
-         "posthog_datawarehousetable"."created_at",
-         "posthog_datawarehousetable"."updated_at",
-         "posthog_datawarehousetable"."deleted",
-         "posthog_datawarehousetable"."deleted_at",
-         "posthog_datawarehousetable"."id",
-         "posthog_datawarehousetable"."name",
-         "posthog_datawarehousetable"."format",
-         "posthog_datawarehousetable"."team_id",
-         "posthog_datawarehousetable"."url_pattern",
-         "posthog_datawarehousetable"."credential_id",
-         "posthog_datawarehousetable"."external_data_source_id",
-         "posthog_datawarehousetable"."columns",
-         "posthog_datawarehousetable"."row_count",
-         "posthog_user"."id",
-         "posthog_user"."password",
-         "posthog_user"."last_login",
-         "posthog_user"."first_name",
-         "posthog_user"."last_name",
-         "posthog_user"."is_staff",
-         "posthog_user"."date_joined",
-         "posthog_user"."uuid",
-         "posthog_user"."current_organization_id",
-         "posthog_user"."current_team_id",
-         "posthog_user"."email",
-         "posthog_user"."pending_email",
-         "posthog_user"."temporary_token",
-         "posthog_user"."distinct_id",
-         "posthog_user"."is_email_verified",
-         "posthog_user"."requested_password_reset_at",
-         "posthog_user"."has_seen_product_intro_for",
-         "posthog_user"."strapi_id",
-         "posthog_user"."is_active",
-         "posthog_user"."theme_mode",
-         "posthog_user"."partial_notification_settings",
-         "posthog_user"."anonymize_data",
-         "posthog_user"."toolbar_mode",
-         "posthog_user"."hedgehog_config",
-         "posthog_user"."events_column_config",
-         "posthog_user"."email_opt_in",
-         "posthog_datawarehousecredential"."created_by_id",
-         "posthog_datawarehousecredential"."created_at",
-         "posthog_datawarehousecredential"."id",
-         "posthog_datawarehousecredential"."access_key",
-         "posthog_datawarehousecredential"."access_secret",
-         "posthog_datawarehousecredential"."team_id",
-         "posthog_externaldatasource"."created_by_id",
-         "posthog_externaldatasource"."created_at",
-         "posthog_externaldatasource"."updated_at",
-         "posthog_externaldatasource"."deleted",
-         "posthog_externaldatasource"."deleted_at",
-         "posthog_externaldatasource"."id",
-         "posthog_externaldatasource"."source_id",
-         "posthog_externaldatasource"."connection_id",
-         "posthog_externaldatasource"."destination_id",
-         "posthog_externaldatasource"."team_id",
-         "posthog_externaldatasource"."sync_frequency",
-         "posthog_externaldatasource"."status",
-         "posthog_externaldatasource"."source_type",
-         "posthog_externaldatasource"."job_inputs",
-         "posthog_externaldatasource"."are_tables_created",
-         "posthog_externaldatasource"."prefix"
-  FROM "posthog_datawarehousetable"
-  LEFT OUTER JOIN "posthog_user" ON ("posthog_datawarehousetable"."created_by_id" = "posthog_user"."id")
-  LEFT OUTER JOIN "posthog_datawarehousecredential" ON ("posthog_datawarehousetable"."credential_id" = "posthog_datawarehousecredential"."id")
-  LEFT OUTER JOIN "posthog_externaldatasource" ON ("posthog_datawarehousetable"."external_data_source_id" = "posthog_externaldatasource"."id")
-  WHERE ("posthog_datawarehousetable"."team_id" = 2
-         AND NOT ("posthog_datawarehousetable"."deleted"
-                  AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.90
-  '''
-  SELECT "posthog_grouptypemapping"."id",
-         "posthog_grouptypemapping"."team_id",
-         "posthog_grouptypemapping"."group_type",
-         "posthog_grouptypemapping"."group_type_index",
-         "posthog_grouptypemapping"."name_singular",
-         "posthog_grouptypemapping"."name_plural"
-  FROM "posthog_grouptypemapping"
-  WHERE "posthog_grouptypemapping"."team_id" = 2
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.91
-  '''
-  SELECT "posthog_datawarehousesavedquery"."created_by_id",
-         "posthog_datawarehousesavedquery"."created_at",
-         "posthog_datawarehousesavedquery"."deleted",
-         "posthog_datawarehousesavedquery"."deleted_at",
-         "posthog_datawarehousesavedquery"."id",
-         "posthog_datawarehousesavedquery"."name",
-         "posthog_datawarehousesavedquery"."team_id",
-         "posthog_datawarehousesavedquery"."columns",
-         "posthog_datawarehousesavedquery"."external_tables",
-         "posthog_datawarehousesavedquery"."query",
-         "posthog_datawarehousesavedquery"."status",
-         "posthog_datawarehousesavedquery"."last_run_at",
-         "posthog_datawarehousesavedquery"."table_id"
-  FROM "posthog_datawarehousesavedquery"
-  WHERE ("posthog_datawarehousesavedquery"."team_id" = 2
-         AND NOT ("posthog_datawarehousesavedquery"."deleted"
-                  AND "posthog_datawarehousesavedquery"."deleted" IS NOT NULL))
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.92
-  '''
-  SELECT "posthog_datawarehousetable"."created_by_id",
-         "posthog_datawarehousetable"."created_at",
-         "posthog_datawarehousetable"."updated_at",
-         "posthog_datawarehousetable"."deleted",
-         "posthog_datawarehousetable"."deleted_at",
-         "posthog_datawarehousetable"."id",
-         "posthog_datawarehousetable"."name",
-         "posthog_datawarehousetable"."format",
-         "posthog_datawarehousetable"."team_id",
-         "posthog_datawarehousetable"."url_pattern",
-         "posthog_datawarehousetable"."credential_id",
-         "posthog_datawarehousetable"."external_data_source_id",
-         "posthog_datawarehousetable"."columns",
-         "posthog_datawarehousetable"."row_count",
-         "posthog_user"."id",
-         "posthog_user"."password",
-         "posthog_user"."last_login",
-         "posthog_user"."first_name",
-         "posthog_user"."last_name",
-         "posthog_user"."is_staff",
-         "posthog_user"."date_joined",
-         "posthog_user"."uuid",
-         "posthog_user"."current_organization_id",
-         "posthog_user"."current_team_id",
-         "posthog_user"."email",
-         "posthog_user"."pending_email",
-         "posthog_user"."temporary_token",
-         "posthog_user"."distinct_id",
-         "posthog_user"."is_email_verified",
-         "posthog_user"."requested_password_reset_at",
-         "posthog_user"."has_seen_product_intro_for",
-         "posthog_user"."strapi_id",
-         "posthog_user"."is_active",
-         "posthog_user"."theme_mode",
-         "posthog_user"."partial_notification_settings",
-         "posthog_user"."anonymize_data",
-         "posthog_user"."toolbar_mode",
-         "posthog_user"."hedgehog_config",
-         "posthog_user"."events_column_config",
-         "posthog_user"."email_opt_in",
-         "posthog_datawarehousecredential"."created_by_id",
-         "posthog_datawarehousecredential"."created_at",
-         "posthog_datawarehousecredential"."id",
-         "posthog_datawarehousecredential"."access_key",
-         "posthog_datawarehousecredential"."access_secret",
-         "posthog_datawarehousecredential"."team_id",
-         "posthog_externaldatasource"."created_by_id",
-         "posthog_externaldatasource"."created_at",
-         "posthog_externaldatasource"."updated_at",
-         "posthog_externaldatasource"."deleted",
-         "posthog_externaldatasource"."deleted_at",
-         "posthog_externaldatasource"."id",
-         "posthog_externaldatasource"."source_id",
-         "posthog_externaldatasource"."connection_id",
-         "posthog_externaldatasource"."destination_id",
-         "posthog_externaldatasource"."team_id",
-         "posthog_externaldatasource"."sync_frequency",
-         "posthog_externaldatasource"."status",
-         "posthog_externaldatasource"."source_type",
-         "posthog_externaldatasource"."job_inputs",
-         "posthog_externaldatasource"."are_tables_created",
-         "posthog_externaldatasource"."prefix"
-  FROM "posthog_datawarehousetable"
-  LEFT OUTER JOIN "posthog_user" ON ("posthog_datawarehousetable"."created_by_id" = "posthog_user"."id")
-  LEFT OUTER JOIN "posthog_datawarehousecredential" ON ("posthog_datawarehousetable"."credential_id" = "posthog_datawarehousecredential"."id")
-  LEFT OUTER JOIN "posthog_externaldatasource" ON ("posthog_datawarehousetable"."external_data_source_id" = "posthog_externaldatasource"."id")
-  WHERE ("posthog_datawarehousetable"."team_id" = 2
-         AND NOT ("posthog_datawarehousetable"."deleted"
-                  AND "posthog_datawarehousetable"."deleted" IS NOT NULL))
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.93
-  '''
-  SELECT "posthog_datawarehousejoin"."created_by_id",
-         "posthog_datawarehousejoin"."created_at",
-         "posthog_datawarehousejoin"."deleted",
-         "posthog_datawarehousejoin"."deleted_at",
-         "posthog_datawarehousejoin"."id",
-         "posthog_datawarehousejoin"."team_id",
-         "posthog_datawarehousejoin"."source_table_name",
-         "posthog_datawarehousejoin"."source_table_key",
-         "posthog_datawarehousejoin"."joining_table_name",
-         "posthog_datawarehousejoin"."joining_table_key",
-         "posthog_datawarehousejoin"."field_name"
-  FROM "posthog_datawarehousejoin"
-  WHERE ("posthog_datawarehousejoin"."team_id" = 2
-         AND NOT ("posthog_datawarehousejoin"."deleted"
-                  AND "posthog_datawarehousejoin"."deleted" IS NOT NULL))
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.94
-  '''
-  SELECT "posthog_sessionrecording"."id",
-         "posthog_sessionrecording"."session_id",
-         "posthog_sessionrecording"."team_id",
-         "posthog_sessionrecording"."created_at",
-         "posthog_sessionrecording"."deleted",
-         "posthog_sessionrecording"."object_storage_path",
-         "posthog_sessionrecording"."distinct_id",
-         "posthog_sessionrecording"."duration",
-         "posthog_sessionrecording"."active_seconds",
-         "posthog_sessionrecording"."inactive_seconds",
-         "posthog_sessionrecording"."start_time",
-         "posthog_sessionrecording"."end_time",
-         "posthog_sessionrecording"."click_count",
-         "posthog_sessionrecording"."keypress_count",
-         "posthog_sessionrecording"."mouse_activity_count",
-         "posthog_sessionrecording"."console_log_count",
-         "posthog_sessionrecording"."console_warn_count",
-         "posthog_sessionrecording"."console_error_count",
-         "posthog_sessionrecording"."start_url",
-         "posthog_sessionrecording"."storage_version"
-  FROM "posthog_sessionrecording"
-  WHERE ("posthog_sessionrecording"."session_id" IN ('1',
-                                                     '2',
-                                                     '3',
-                                                     '4',
-                                                     '5')
-         AND "posthog_sessionrecording"."team_id" = 2)
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.95
-  '''
-  SELECT "posthog_sessionrecordingviewed"."session_id"
-  FROM "posthog_sessionrecordingviewed"
-  WHERE ("posthog_sessionrecordingviewed"."team_id" = 2
-         AND "posthog_sessionrecordingviewed"."user_id" = 2)
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.96
-  '''
-  SELECT "posthog_persondistinctid"."id",
-         "posthog_persondistinctid"."team_id",
-         "posthog_persondistinctid"."person_id",
-         "posthog_persondistinctid"."distinct_id",
-         "posthog_persondistinctid"."version",
-         "posthog_person"."id",
-         "posthog_person"."created_at",
-         "posthog_person"."properties_last_updated_at",
-         "posthog_person"."properties_last_operation",
-         "posthog_person"."team_id",
-         "posthog_person"."properties",
-         "posthog_person"."is_user_id",
-         "posthog_person"."is_identified",
-         "posthog_person"."uuid",
-         "posthog_person"."version"
-  FROM "posthog_persondistinctid"
-  INNER JOIN "posthog_person" ON ("posthog_persondistinctid"."person_id" = "posthog_person"."id")
-  WHERE ("posthog_persondistinctid"."distinct_id" IN ('user1',
-                                                      'user2',
-                                                      'user3',
-                                                      'user4',
-                                                      'user5')
-         AND "posthog_persondistinctid"."team_id" = 2)
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.97
-  '''
-  SELECT "posthog_team"."id",
-         "posthog_team"."uuid",
-         "posthog_team"."organization_id",
-         "posthog_team"."project_id",
-         "posthog_team"."api_token",
-         "posthog_team"."app_urls",
-         "posthog_team"."name",
-         "posthog_team"."slack_incoming_webhook",
-         "posthog_team"."created_at",
-         "posthog_team"."updated_at",
-         "posthog_team"."anonymize_ips",
-         "posthog_team"."completed_snippet_onboarding",
-         "posthog_team"."has_completed_onboarding_for",
-         "posthog_team"."ingested_event",
-         "posthog_team"."autocapture_opt_out",
-         "posthog_team"."autocapture_web_vitals_opt_in",
-         "posthog_team"."autocapture_web_vitals_allowed_metrics",
-         "posthog_team"."autocapture_exceptions_opt_in",
-         "posthog_team"."autocapture_exceptions_errors_to_ignore",
-         "posthog_team"."session_recording_opt_in",
-         "posthog_team"."session_recording_sample_rate",
-         "posthog_team"."session_recording_minimum_duration_milliseconds",
-         "posthog_team"."session_recording_linked_flag",
-         "posthog_team"."session_recording_network_payload_capture_config",
-         "posthog_team"."session_recording_url_trigger_config",
-         "posthog_team"."session_replay_config",
-         "posthog_team"."survey_config",
-         "posthog_team"."capture_console_log_opt_in",
-         "posthog_team"."capture_performance_opt_in",
-         "posthog_team"."surveys_opt_in",
-         "posthog_team"."heatmaps_opt_in",
-         "posthog_team"."session_recording_version",
-         "posthog_team"."signup_token",
-         "posthog_team"."is_demo",
-         "posthog_team"."access_control",
-         "posthog_team"."week_start_day",
-         "posthog_team"."inject_web_apps",
-         "posthog_team"."test_account_filters",
-         "posthog_team"."test_account_filters_default_checked",
-         "posthog_team"."path_cleaning_filters",
-         "posthog_team"."timezone",
-         "posthog_team"."data_attributes",
-         "posthog_team"."person_display_name_properties",
-         "posthog_team"."live_events_columns",
-         "posthog_team"."recording_domains",
-         "posthog_team"."primary_dashboard_id",
-         "posthog_team"."extra_settings",
-         "posthog_team"."modifiers",
-         "posthog_team"."correlation_config",
-         "posthog_team"."session_recording_retention_period_days",
-         "posthog_team"."plugins_opt_in",
-         "posthog_team"."opt_out_capture",
-         "posthog_team"."event_names",
-         "posthog_team"."event_names_with_usage",
-         "posthog_team"."event_properties",
-         "posthog_team"."event_properties_with_usage",
-         "posthog_team"."event_properties_numerical",
-         "posthog_team"."external_data_workspace_id",
-         "posthog_team"."external_data_workspace_last_synced_at"
-  FROM "posthog_team"
-  WHERE "posthog_team"."id" = 2
-  LIMIT 21
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.98
-  '''
-  SELECT "posthog_person"."id",
-         "posthog_person"."created_at",
-         "posthog_person"."properties_last_updated_at",
-         "posthog_person"."properties_last_operation",
-         "posthog_person"."team_id",
-         "posthog_person"."properties",
-         "posthog_person"."is_user_id",
-         "posthog_person"."is_identified",
-         "posthog_person"."uuid",
-         "posthog_person"."version"
-  FROM "posthog_person"
-  INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
-  WHERE ("posthog_persondistinctid"."distinct_id" = 'user6'
-         AND "posthog_persondistinctid"."team_id" = 2)
-  LIMIT 21
-  '''
-# ---
-# name: TestSessionRecordings.test_listing_recordings_is_not_nplus1_for_persons.99
-  '''
-  SELECT "posthog_person"."id",
-         "posthog_person"."created_at",
-         "posthog_person"."properties_last_updated_at",
-         "posthog_person"."properties_last_operation",
-         "posthog_person"."team_id",
-         "posthog_person"."properties",
-         "posthog_person"."is_user_id",
-         "posthog_person"."is_identified",
-         "posthog_person"."uuid",
-         "posthog_person"."version"
-  FROM "posthog_person"
-  INNER JOIN "posthog_persondistinctid" ON ("posthog_person"."id" = "posthog_persondistinctid"."person_id")
-  WHERE ("posthog_persondistinctid"."distinct_id" = 'user6'
-         AND "posthog_persondistinctid"."team_id" = 2)
-  LIMIT 21
-  '''
-# ---

From 996bf9c4c9a9bd233cc2e197a9e9bf34af804cfa Mon Sep 17 00:00:00 2001
From: Tom Owers <tom@posthog.com>
Date: Tue, 22 Oct 2024 17:36:18 +0100
Subject: [PATCH 07/14] chore(data-warehouse): Added extra props for hubspot
 syncs (#25728)

---
 posthog/temporal/data_imports/pipelines/hubspot/settings.py | 4 ++++
 posthog/temporal/tests/data_imports/test_end_to_end.py      | 2 +-
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/posthog/temporal/data_imports/pipelines/hubspot/settings.py b/posthog/temporal/data_imports/pipelines/hubspot/settings.py
index bd1a8978d05ba..7c73922194aa2 100644
--- a/posthog/temporal/data_imports/pipelines/hubspot/settings.py
+++ b/posthog/temporal/data_imports/pipelines/hubspot/settings.py
@@ -65,6 +65,7 @@
     "hs_lastmodifieddate",
     "hs_object_id",
     "pipeline",
+    "hs_mrr",
 ]
 
 DEFAULT_COMPANY_PROPS = [
@@ -72,6 +73,8 @@
     "domain",
     "hs_lastmodifieddate",
     "hs_object_id",
+    "hs_csm_sentiment",
+    "hs_lead_status",
     "name",
 ]
 
@@ -80,6 +83,7 @@
     "email",
     "firstname",
     "hs_object_id",
+    "hs_lead_status",
     "lastmodifieddate",
     "lastname",
 ]
diff --git a/posthog/temporal/tests/data_imports/test_end_to_end.py b/posthog/temporal/tests/data_imports/test_end_to_end.py
index 3e8a183cea36a..544cc5073a466 100644
--- a/posthog/temporal/tests/data_imports/test_end_to_end.py
+++ b/posthog/temporal/tests/data_imports/test_end_to_end.py
@@ -730,7 +730,7 @@ async def test_sql_database_missing_incremental_values(team, postgres_config, po
 
 @pytest.mark.django_db(transaction=True)
 @pytest.mark.asyncio
-async def test_sql_database_incremental_initual_value(team, postgres_config, postgres_connection):
+async def test_sql_database_incremental_initial_value(team, postgres_config, postgres_connection):
     await postgres_connection.execute(
         "CREATE TABLE IF NOT EXISTS {schema}.test_table (id integer)".format(schema=postgres_config["schema"])
     )

From 2ed961583c63ce774b7de88826d6148b33ae972a Mon Sep 17 00:00:00 2001
From: Tom Owers <tom@posthog.com>
Date: Tue, 22 Oct 2024 17:41:22 +0100
Subject: [PATCH 08/14] chore(data-warehouse): Set the stripe version when
 listing objects (#25729)

---
 posthog/temporal/data_imports/pipelines/stripe/__init__.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/posthog/temporal/data_imports/pipelines/stripe/__init__.py b/posthog/temporal/data_imports/pipelines/stripe/__init__.py
index 45bdd07562517..5b386aa10adba 100644
--- a/posthog/temporal/data_imports/pipelines/stripe/__init__.py
+++ b/posthog/temporal/data_imports/pipelines/stripe/__init__.py
@@ -337,6 +337,7 @@ def stripe_source(
             },
             "headers": {
                 "Stripe-Account": account_id,
+                "Stripe-Version": "2024-09-30.acacia",
             }
             if account_id is not None and len(account_id) > 0
             else None,

From d93e17c59295291bb4dd21e9e09f52cea0d2f04b Mon Sep 17 00:00:00 2001
From: Paul D'Ambra <paul@posthog.com>
Date: Tue, 22 Oct 2024 19:07:25 +0200
Subject: [PATCH 09/14] fix: playlist should track current session id (#25730)

---
 .../playlist/SessionRecordingsPlaylistScene.tsx                 | 1 +
 .../playlist/sessionRecordingsPlaylistLogic.ts                  | 2 +-
 2 files changed, 2 insertions(+), 1 deletion(-)

diff --git a/frontend/src/scenes/session-recordings/playlist/SessionRecordingsPlaylistScene.tsx b/frontend/src/scenes/session-recordings/playlist/SessionRecordingsPlaylistScene.tsx
index a4d27a42ead40..556b585d7a602 100644
--- a/frontend/src/scenes/session-recordings/playlist/SessionRecordingsPlaylistScene.tsx
+++ b/frontend/src/scenes/session-recordings/playlist/SessionRecordingsPlaylistScene.tsx
@@ -144,6 +144,7 @@ export function SessionRecordingsPlaylistScene(): JSX.Element {
                         onFiltersChange={setFilters}
                         onPinnedChange={onPinnedChange}
                         pinnedRecordings={pinnedRecordings ?? []}
+                        updateSearchParams={true}
                     />
                 </div>
             ) : null}
diff --git a/frontend/src/scenes/session-recordings/playlist/sessionRecordingsPlaylistLogic.ts b/frontend/src/scenes/session-recordings/playlist/sessionRecordingsPlaylistLogic.ts
index ae44cf66c7500..35201c4d0f4cb 100644
--- a/frontend/src/scenes/session-recordings/playlist/sessionRecordingsPlaylistLogic.ts
+++ b/frontend/src/scenes/session-recordings/playlist/sessionRecordingsPlaylistLogic.ts
@@ -696,7 +696,7 @@ export const sessionRecordingsPlaylistLogic = kea<sessionRecordingsPlaylistLogic
         ] => {
             const params: Params = objectClean({
                 ...router.values.searchParams,
-                filters: values.filters ?? undefined,
+                filters: objectsEqual(values.filters, getDefaultFilters(props.personUUID)) ? undefined : values.filters,
                 sessionRecordingId: values.selectedRecordingId ?? undefined,
             })
 

From fc958eb97671f8bf6ec4efa00fc153ca8ed0d509 Mon Sep 17 00:00:00 2001
From: Phani Raj <phani@posthog.com>
Date: Tue, 22 Oct 2024 12:09:55 -0500
Subject: [PATCH 10/14] feat(Experiments): UX feedback from private beta of
 no-code experiments. (#25694)

This PR addresses feedback from a private beta customer of no-code experiments.

Can't tell if all transforms apply on Element selection in a variant.
Allow editing variants before an experiment is launched.
Cannot select SPAN & H2 elements

Co-authored-by: github-actions <41898282+github-actions[bot]@users.noreply.github.com>
---
 frontend/src/lib/actionUtils.ts               |  1 -
 .../WebExperimentTransformField.tsx           | 59 ++++++++++++-------
 .../experiments/WebExperimentVariant.tsx      |  2 +-
 .../experiments/experimentsTabLogic.tsx       |  2 +-
 frontend/src/toolbar/utils.ts                 |  7 ++-
 5 files changed, 43 insertions(+), 28 deletions(-)

diff --git a/frontend/src/lib/actionUtils.ts b/frontend/src/lib/actionUtils.ts
index 87afffa1a0c4e..9096490300987 100644
--- a/frontend/src/lib/actionUtils.ts
+++ b/frontend/src/lib/actionUtils.ts
@@ -20,7 +20,6 @@ export const EXPERIMENT_TARGETS = [
     'del',
     'details',
     'dfn',
-    'div',
     'footer',
     'header',
     'ol',
diff --git a/frontend/src/toolbar/experiments/WebExperimentTransformField.tsx b/frontend/src/toolbar/experiments/WebExperimentTransformField.tsx
index 1ee5b270c8e06..1b9da75065393 100644
--- a/frontend/src/toolbar/experiments/WebExperimentTransformField.tsx
+++ b/frontend/src/toolbar/experiments/WebExperimentTransformField.tsx
@@ -1,7 +1,7 @@
-import { IconAIText, IconCode, IconMessage } from '@posthog/icons'
+import { IconAIText, IconCheckCircle, IconCode, IconMessage } from '@posthog/icons'
 import { useActions, useValues } from 'kea'
 import { LemonButton } from 'lib/lemon-ui/LemonButton'
-import { LemonSegmentedButton, LemonSegmentedButtonOption } from 'lib/lemon-ui/LemonSegmentedButton'
+import { LemonSegmentedButton } from 'lib/lemon-ui/LemonSegmentedButton'
 import { LemonTextArea } from 'lib/lemon-ui/LemonTextArea/LemonTextArea'
 import { useState } from 'react'
 
@@ -13,31 +13,15 @@ interface WebExperimentTransformFieldProps {
     tIndex: number
     transform: WebExperimentTransform
 }
-type elementTransformKind = 'html' | 'text' | 'css'
-const ELEMENT_TRANSFORM_OPTIONS: LemonSegmentedButtonOption<elementTransformKind>[] = [
-    {
-        value: 'html',
-        label: 'HTML',
-        icon: <IconCode />,
-    },
-    {
-        value: 'text',
-        label: 'Text',
-        icon: <IconMessage />,
-    },
-    {
-        value: 'css',
-        label: 'CSS',
-        icon: <IconAIText />,
-    },
-]
 
 export function WebExperimentTransformField({
     variant,
     tIndex,
     transform,
 }: WebExperimentTransformFieldProps): JSX.Element {
-    const [transformSelected, setTransformSelected] = useState(transform.html ? 'html' : 'text')
+    const [transformSelected, setTransformSelected] = useState(
+        transform.html && transform.html.length > 0 ? 'html' : 'text'
+    )
     const { experimentForm, inspectingElement, selectedVariant } = useValues(experimentsTabLogic)
     const { setExperimentFormValue, selectVariant, inspectForElementWithIndex } = useActions(experimentsTabLogic)
     return (
@@ -57,7 +41,38 @@ export function WebExperimentTransformField({
             </div>
             <LemonSegmentedButton
                 fullWidth
-                options={ELEMENT_TRANSFORM_OPTIONS}
+                options={[
+                    {
+                        value: 'html',
+                        label: 'HTML',
+                        icon:
+                            transform.html && transform.html.length > 0 ? (
+                                <IconCheckCircle className="text-success" />
+                            ) : (
+                                <IconCode />
+                            ),
+                    },
+                    {
+                        value: 'text',
+                        label: 'Text',
+                        icon:
+                            transform.text && transform.text.length > 0 ? (
+                                <IconCheckCircle className="text-success" />
+                            ) : (
+                                <IconMessage />
+                            ),
+                    },
+                    {
+                        value: 'css',
+                        label: 'CSS',
+                        icon:
+                            transform.css && transform.css.length > 0 ? (
+                                <IconCheckCircle className="text-success" />
+                            ) : (
+                                <IconAIText />
+                            ),
+                    },
+                ]}
                 onChange={(e) => {
                     setTransformSelected(e)
                     if (experimentForm.variants) {
diff --git a/frontend/src/toolbar/experiments/WebExperimentVariant.tsx b/frontend/src/toolbar/experiments/WebExperimentVariant.tsx
index 27a85d5b4b8b2..53b690316d16f 100644
--- a/frontend/src/toolbar/experiments/WebExperimentVariant.tsx
+++ b/frontend/src/toolbar/experiments/WebExperimentVariant.tsx
@@ -22,7 +22,7 @@ export function WebExperimentVariant({ variant }: WebExperimentVariantProps): JS
             {selectedExperimentId === 'new' && experimentForm.variants && experimentForm.variants[variant].is_new && (
                 <LemonInput
                     key="variant-name-small"
-                    className="m-2"
+                    className="mb-2"
                     value={localTentativeValue}
                     onChange={(newName) => {
                         setLocalTentativeValue(newName)
diff --git a/frontend/src/toolbar/experiments/experimentsTabLogic.tsx b/frontend/src/toolbar/experiments/experimentsTabLogic.tsx
index aba3bd5024790..d5c9dc856eaa3 100644
--- a/frontend/src/toolbar/experiments/experimentsTabLogic.tsx
+++ b/frontend/src/toolbar/experiments/experimentsTabLogic.tsx
@@ -208,7 +208,7 @@ export const experimentsTabLogic = kea<experimentsTabLogicType>([
                 /*Only show the add button if all of these conditions are met:
                 1. Its a new Experiment
                 2. The experiment is still in draft form*/
-                return selectedExperimentId === 'new' && experimentForm.start_date == null
+                return selectedExperimentId === 'new' || experimentForm.start_date == null
             },
         ],
         selectedExperiment: [
diff --git a/frontend/src/toolbar/utils.ts b/frontend/src/toolbar/utils.ts
index 129cb6092ef4e..5eb07cdd47ea0 100644
--- a/frontend/src/toolbar/utils.ts
+++ b/frontend/src/toolbar/utils.ts
@@ -95,7 +95,8 @@ export function getParent(element: HTMLElement): HTMLElement | null {
     return null
 }
 
-export function trimElement(element: HTMLElement): HTMLElement | null {
+export function trimElement(element: HTMLElement, selector?: string): HTMLElement | null {
+    const target_selector = selector || CLICK_TARGET_SELECTOR
     if (!element) {
         return null
     }
@@ -123,7 +124,7 @@ export function trimElement(element: HTMLElement): HTMLElement | null {
         }
 
         // return when we find a click target
-        if (loopElement.matches?.(CLICK_TARGET_SELECTOR)) {
+        if (loopElement.matches?.(target_selector)) {
             return loopElement
         }
 
@@ -168,7 +169,7 @@ export function getAllClickTargets(
         .map((el: HTMLElement) => (el.shadowRoot ? getAllClickTargets(el.shadowRoot, targetSelector) : []))
         .reduce((a, b) => [...a, ...b], [])
     const selectedElements = [...elements, ...pointerElements, ...shadowElements]
-        .map((e) => trimElement(e))
+        .map((e) => trimElement(e, targetSelector))
         .filter((e) => e)
     const uniqueElements = Array.from(new Set(selectedElements)) as HTMLElement[]
 

From 95317e5dea262ff3b3e257adb930b550e3d0622f Mon Sep 17 00:00:00 2001
From: Michael Matloka <dev@twixes.com>
Date: Tue, 22 Oct 2024 19:12:04 +0200
Subject: [PATCH 11/14] fix(api): Apply org/team key scoping more narrowly
 (#25634)

---
 posthog/api/organization.py                |  8 +++-
 posthog/api/project.py                     |  5 +++
 posthog/api/team.py                        | 14 +++++--
 posthog/api/test/test_organization.py      | 32 ++++++++++-----
 posthog/api/test/test_personal_api_keys.py |  3 +-
 posthog/api/test/test_project.py           | 24 +++++++++++
 posthog/api/test/test_team.py              | 48 +++++++++++++++++++++-
 7 files changed, 117 insertions(+), 17 deletions(-)

diff --git a/posthog/api/organization.py b/posthog/api/organization.py
index 3cdd6991a5134..6baeb3181504d 100644
--- a/posthog/api/organization.py
+++ b/posthog/api/organization.py
@@ -10,6 +10,7 @@
 from posthog import settings
 from posthog.api.routing import TeamAndOrgViewSetMixin
 from posthog.api.shared import ProjectBasicSerializer, TeamBasicSerializer
+from posthog.auth import PersonalAPIKeyAuthentication
 from posthog.cloud_utils import is_cloud
 from posthog.constants import INTERNAL_BOT_EMAIL_SUFFIX, AvailableFeature
 from posthog.event_usage import report_organization_deleted
@@ -178,7 +179,12 @@ def dangerously_get_permissions(self):
         raise NotImplementedError()
 
     def safely_get_queryset(self, queryset) -> QuerySet:
-        return cast(User, self.request.user).organizations.all()
+        user = cast(User, self.request.user)
+        queryset = user.organizations.all()
+        if isinstance(self.request.successful_authenticator, PersonalAPIKeyAuthentication):
+            if scoped_organizations := self.request.successful_authenticator.personal_api_key.scoped_organizations:
+                queryset = queryset.filter(id__in=scoped_organizations)
+        return queryset
 
     def safely_get_object(self, queryset):
         return self.organization
diff --git a/posthog/api/project.py b/posthog/api/project.py
index 6fbd4e42891f3..0c60c7e649a91 100644
--- a/posthog/api/project.py
+++ b/posthog/api/project.py
@@ -15,6 +15,7 @@
     TeamSerializer,
     validate_team_attrs,
 )
+from posthog.auth import PersonalAPIKeyAuthentication
 from posthog.event_usage import report_user_action
 from posthog.geoip import get_geoip_properties
 from posthog.jwt import PosthogJwtAudience, encode_jwt
@@ -397,6 +398,10 @@ class ProjectViewSet(TeamAndOrgViewSetMixin, viewsets.ModelViewSet):
     def safely_get_queryset(self, queryset):
         # IMPORTANT: This is actually what ensures that a user cannot read/update a project for which they don't have permission
         visible_teams_ids = UserPermissions(cast(User, self.request.user)).team_ids_visible_for_user
+        queryset = queryset.filter(id__in=visible_teams_ids)
+        if isinstance(self.request.successful_authenticator, PersonalAPIKeyAuthentication):
+            if scoped_organizations := self.request.successful_authenticator.personal_api_key.scoped_organizations:
+                queryset = queryset.filter(organization_id__in=scoped_organizations)
         return queryset.filter(id__in=visible_teams_ids)
 
     def get_serializer_class(self) -> type[serializers.BaseSerializer]:
diff --git a/posthog/api/team.py b/posthog/api/team.py
index 566ec7fad57ed..3f47a67791f28 100644
--- a/posthog/api/team.py
+++ b/posthog/api/team.py
@@ -6,6 +6,8 @@
 
 from django.shortcuts import get_object_or_404
 from loginas.utils import is_impersonated_session
+from posthog.auth import PersonalAPIKeyAuthentication
+from posthog.jwt import PosthogJwtAudience, encode_jwt
 from rest_framework import exceptions, request, response, serializers, viewsets
 from rest_framework.permissions import BasePermission, IsAuthenticated
 
@@ -15,7 +17,6 @@
 from posthog.constants import AvailableFeature
 from posthog.event_usage import report_user_action
 from posthog.geoip import get_geoip_properties
-from posthog.jwt import PosthogJwtAudience, encode_jwt
 from posthog.models import ProductIntent, Team, User
 from posthog.models.activity_logging.activity_log import (
     Detail,
@@ -423,9 +424,16 @@ class TeamViewSet(TeamAndOrgViewSetMixin, viewsets.ModelViewSet):
     ordering = "-created_by"
 
     def safely_get_queryset(self, queryset):
+        user = cast(User, self.request.user)
         # IMPORTANT: This is actually what ensures that a user cannot read/update a project for which they don't have permission
-        visible_teams_ids = UserPermissions(cast(User, self.request.user)).team_ids_visible_for_user
-        return queryset.filter(id__in=visible_teams_ids)
+        visible_teams_ids = UserPermissions(user).team_ids_visible_for_user
+        queryset = queryset.filter(id__in=visible_teams_ids)
+        if isinstance(self.request.successful_authenticator, PersonalAPIKeyAuthentication):
+            if scoped_organizations := self.request.successful_authenticator.personal_api_key.scoped_organizations:
+                queryset = queryset.filter(project__organization_id__in=scoped_organizations)
+            if scoped_teams := self.request.successful_authenticator.personal_api_key.scoped_teams:
+                queryset = queryset.filter(id__in=scoped_teams)
+        return queryset
 
     def get_serializer_class(self) -> type[serializers.BaseSerializer]:
         if self.action == "list":
diff --git a/posthog/api/test/test_organization.py b/posthog/api/test/test_organization.py
index 636a085e86f5d..976ddf99cfcb5 100644
--- a/posthog/api/test/test_organization.py
+++ b/posthog/api/test/test_organization.py
@@ -1,7 +1,8 @@
-from asgiref.sync import sync_to_async
 from rest_framework import status
 
 from posthog.models import Organization, OrganizationMembership, Team
+from posthog.models.personal_api_key import PersonalAPIKey, hash_key_value
+from posthog.models.utils import generate_random_token_personal
 from posthog.test.base import APIBaseTest
 
 
@@ -138,20 +139,31 @@ def test_enforce_2fa_for_everyone(self):
         self.organization.refresh_from_db()
         self.assertEqual(self.organization.enforce_2fa, True)
 
+    def test_projects_outside_personal_api_key_scoped_organizations_not_listed(self):
+        other_org, _, _ = Organization.objects.bootstrap(self.user)
+        personal_api_key = generate_random_token_personal()
+        PersonalAPIKey.objects.create(
+            label="X",
+            user=self.user,
+            last_used_at="2021-08-25T21:09:14",
+            secure_value=hash_key_value(personal_api_key),
+            scoped_organizations=[other_org.id],
+        )
 
-def create_organization(name: str) -> Organization:
-    """
-    Helper that just creates an organization. It currently uses the orm, but we
-    could use either the api, or django admin to create, to get better parity
-    with real world scenarios.
-    """
-    return Organization.objects.create(name=name)
+        response = self.client.get("/api/organizations/", HTTP_AUTHORIZATION=f"Bearer {personal_api_key}")
+
+        self.assertEqual(response.status_code, status.HTTP_200_OK)
+        self.assertEqual(
+            {org["id"] for org in response.json()["results"]},
+            {str(other_org.id)},
+            "Only the scoped organization should be listed, the other one should be excluded",
+        )
 
 
-async def acreate_organization(name: str) -> Organization:
+def create_organization(name: str) -> Organization:
     """
     Helper that just creates an organization. It currently uses the orm, but we
     could use either the api, or django admin to create, to get better parity
     with real world scenarios.
     """
-    return await sync_to_async(create_organization)(name)
+    return Organization.objects.create(name=name)
diff --git a/posthog/api/test/test_personal_api_keys.py b/posthog/api/test/test_personal_api_keys.py
index b5128b95cbbfe..95f404b0bf4ce 100644
--- a/posthog/api/test/test_personal_api_keys.py
+++ b/posthog/api/test/test_personal_api_keys.py
@@ -483,7 +483,8 @@ def test_allows_access_to_scoped_org_teams(self):
 
     def test_denies_access_to_non_scoped_org_and_team(self):
         response = self._do_request(f"/api/organizations/{self.other_organization.id}")
-        assert response.status_code == status.HTTP_403_FORBIDDEN, response.json()
+        # In the organizations endpoint this is a 404s, as we filter out at the queryset level
+        assert response.status_code == status.HTTP_404_NOT_FOUND, response.json()
         response = self._do_request(f"/api/projects/{self.other_team.id}/feature_flags")
         assert response.status_code == status.HTTP_403_FORBIDDEN, response.json()
 
diff --git a/posthog/api/test/test_project.py b/posthog/api/test/test_project.py
index a3da3c81f9ce0..9d742b5abc33e 100644
--- a/posthog/api/test/test_project.py
+++ b/posthog/api/test/test_project.py
@@ -1,4 +1,8 @@
 from posthog.api.test.test_team import EnvironmentToProjectRewriteClient, team_api_test_factory
+from posthog.models.organization import Organization
+from posthog.models.personal_api_key import PersonalAPIKey, hash_key_value
+from posthog.models.utils import generate_random_token_personal
+from rest_framework import status
 
 
 class TestProjectAPI(team_api_test_factory()):  # type: ignore
@@ -9,3 +13,23 @@ class TestProjectAPI(team_api_test_factory()):  # type: ignore
     """
 
     client_class = EnvironmentToProjectRewriteClient
+
+    def test_projects_outside_personal_api_key_scoped_organizations_not_listed(self):
+        other_org, _, team_in_other_org = Organization.objects.bootstrap(self.user)
+        personal_api_key = generate_random_token_personal()
+        PersonalAPIKey.objects.create(
+            label="X",
+            user=self.user,
+            last_used_at="2021-08-25T21:09:14",
+            secure_value=hash_key_value(personal_api_key),
+            scoped_organizations=[other_org.id],
+        )
+
+        response = self.client.get("/api/projects/", HTTP_AUTHORIZATION=f"Bearer {personal_api_key}")
+
+        self.assertEqual(response.status_code, status.HTTP_200_OK)
+        self.assertEqual(
+            {project["id"] for project in response.json()["results"]},
+            {team_in_other_org.project.id},
+            "Only the project belonging to the scoped organization should be listed, the other one should be excluded",
+        )
diff --git a/posthog/api/test/test_team.py b/posthog/api/test/test_team.py
index 74a5995d2ac5b..ba697d073699f 100644
--- a/posthog/api/test/test_team.py
+++ b/posthog/api/test/test_team.py
@@ -18,8 +18,11 @@
 from posthog.models.dashboard import Dashboard
 from posthog.models.instance_setting import get_instance_setting
 from posthog.models.organization import Organization, OrganizationMembership
+from posthog.models.personal_api_key import PersonalAPIKey, hash_key_value
 from posthog.models.product_intent import ProductIntent
+from posthog.models.project import Project
 from posthog.models.team import Team
+from posthog.models.utils import generate_random_token_personal
 from posthog.temporal.common.client import sync_connect
 from posthog.temporal.common.schedule import describe_schedule
 from posthog.test.base import APIBaseTest
@@ -1147,7 +1150,7 @@ def create_team(organization: Organization, name: str = "Test team", timezone: s
     """
     This is a helper that just creates a team. It currently uses the orm, but we
     could use either the api, or django admin to create, to get better parity
-    with real world  scenarios.
+    with real world scenarios.
     """
     return Team.objects.create(
         organization=organization,
@@ -1160,4 +1163,45 @@ def create_team(organization: Organization, name: str = "Test team", timezone: s
 
 
 class TestTeamAPI(team_api_test_factory()):  # type: ignore
-    pass
+    def test_teams_outside_personal_api_key_scoped_teams_not_listed(self):
+        other_team_in_project = Team.objects.create(organization=self.organization, project=self.project)
+        _, team_in_other_project = Project.objects.create_with_team(
+            organization=self.organization, initiating_user=self.user
+        )
+        personal_api_key = generate_random_token_personal()
+        PersonalAPIKey.objects.create(
+            label="X",
+            user=self.user,
+            last_used_at="2021-08-25T21:09:14",
+            secure_value=hash_key_value(personal_api_key),
+            scoped_teams=[other_team_in_project.id],
+        )
+
+        response = self.client.get("/api/environments/", HTTP_AUTHORIZATION=f"Bearer {personal_api_key}")
+
+        self.assertEqual(response.status_code, status.HTTP_200_OK)
+        self.assertEqual(
+            {team["id"] for team in response.json()["results"]},
+            {other_team_in_project.id},
+            "Only the scoped team listed here, the other two should be excluded",
+        )
+
+    def test_teams_outside_personal_api_key_scoped_organizations_not_listed(self):
+        other_org, __, team_in_other_org = Organization.objects.bootstrap(self.user)
+        personal_api_key = generate_random_token_personal()
+        PersonalAPIKey.objects.create(
+            label="X",
+            user=self.user,
+            last_used_at="2021-08-25T21:09:14",
+            secure_value=hash_key_value(personal_api_key),
+            scoped_organizations=[other_org.id],
+        )
+
+        response = self.client.get("/api/environments/", HTTP_AUTHORIZATION=f"Bearer {personal_api_key}")
+
+        self.assertEqual(response.status_code, status.HTTP_200_OK)
+        self.assertEqual(
+            {team["id"] for team in response.json()["results"]},
+            {team_in_other_org.id},
+            "Only the team belonging to the scoped organization should be listed, the other one should be excluded",
+        )

From 859f7221666413ac8c543ee0ed9fa2bea244ae4a Mon Sep 17 00:00:00 2001
From: Michael Matloka <dev@twixes.com>
Date: Tue, 22 Oct 2024 19:23:07 +0200
Subject: [PATCH 12/14] fix(events): Fix PostHog property filtering (#25732)

Co-authored-by: github-actions <41898282+github-actions[bot]@users.noreply.github.com>
---
 ...llar-properties-on-person-hidden--dark.png | Bin 0 -> 8366 bytes
 ...lar-properties-on-person-hidden--light.png | Bin 0 -> 8227 bytes
 ...-properties-on-person-searchable--dark.png | Bin 0 -> 25882 bytes
 ...properties-on-person-searchable--light.png | Bin 0 -> 26108 bytes
 ...emon-ui-lemon-checkbox--bordered--dark.png | Bin 5294 -> 5261 bytes
 ...mon-ui-lemon-checkbox--bordered--light.png | Bin 5143 -> 5110 bytes
 ...emon-ui-lemon-checkbox--overview--dark.png | Bin 17863 -> 12597 bytes
 ...mon-ui-lemon-checkbox--overview--light.png | Bin 17544 -> 11625 bytes
 ...emon-field--fields-with-kea-form--dark.png | Bin 75399 -> 75397 bytes
 ...mon-field--fields-with-kea-form--light.png | Bin 72273 -> 72266 bytes
 ...emon-ui-lemon-field--pure-fields--dark.png | Bin 22779 -> 22757 bytes
 ...mon-ui-lemon-field--pure-fields--light.png | Bin 22859 -> 22775 bytes
 ...-lemon-progress-circle--overview--dark.png | Bin 14835 -> 14822 bytes
 ...lemon-progress-circle--overview--light.png | Bin 14923 -> 14644 bytes
 ...lling--billing-unsubscribe-modal--dark.png | Bin 53435 -> 53381 bytes
 ...ling--billing-unsubscribe-modal--light.png | Bin 53350 -> 53163 bytes
 ...unsubscribe-modal-data-pipelines--dark.png | Bin 82146 -> 81934 bytes
 ...nsubscribe-modal-data-pipelines--light.png | Bin 81915 -> 81553 bytes
 .../PropertiesTable.stories.tsx               |  26 ++++++++++++++++--
 .../PropertiesTable/PropertiesTable.tsx       |   9 +++---
 .../lemon-ui/LemonCheckbox/LemonCheckbox.scss |   4 ++-
 frontend/src/lib/taxonomy.tsx                 |  11 ++++++--
 .../components/eventPropertyFilteringLogic.ts |   4 +--
 frontend/src/scenes/teamLogic.tsx             |   2 +-
 24 files changed, 44 insertions(+), 12 deletions(-)
 create mode 100644 frontend/__snapshots__/components-properties-table--dollar-properties-on-person-hidden--dark.png
 create mode 100644 frontend/__snapshots__/components-properties-table--dollar-properties-on-person-hidden--light.png
 create mode 100644 frontend/__snapshots__/components-properties-table--dollar-properties-on-person-searchable--dark.png
 create mode 100644 frontend/__snapshots__/components-properties-table--dollar-properties-on-person-searchable--light.png

diff --git a/frontend/__snapshots__/components-properties-table--dollar-properties-on-person-hidden--dark.png b/frontend/__snapshots__/components-properties-table--dollar-properties-on-person-hidden--dark.png
new file mode 100644
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diff --git a/frontend/__snapshots__/components-properties-table--dollar-properties-on-person-hidden--light.png b/frontend/__snapshots__/components-properties-table--dollar-properties-on-person-hidden--light.png
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diff --git a/frontend/src/lib/components/PropertiesTable/PropertiesTable.stories.tsx b/frontend/src/lib/components/PropertiesTable/PropertiesTable.stories.tsx
index 440000f5200b5..9f2ab2f83704f 100644
--- a/frontend/src/lib/components/PropertiesTable/PropertiesTable.stories.tsx
+++ b/frontend/src/lib/components/PropertiesTable/PropertiesTable.stories.tsx
@@ -1,4 +1,7 @@
 import { Meta, StoryFn } from '@storybook/react'
+import { useActions } from 'kea'
+import { userPreferencesLogic } from 'lib/logic/userPreferencesLogic'
+import { useEffect } from 'react'
 
 import { PropertyDefinitionType } from '~/types'
 
@@ -46,7 +49,7 @@ export const DollarPropertiesOnEvent: StoryFn = () => {
     return <PropertiesTableComponent type={PropertyDefinitionType.Event} properties={properties} />
 }
 
-export const DollarPropertiesOnPerson: StoryFn = () => {
+export const DollarPropertiesOnPersonSearchable: StoryFn = () => {
     const properties = {
         pineapple_enjoyment_score: 3,
         $browser: 'Chrome',
@@ -56,5 +59,24 @@ export const DollarPropertiesOnPerson: StoryFn = () => {
         $initial_utm_campaign: 'summer_sale',
         $initial_geoip_country_code: 'US',
     }
-    return <PropertiesTableComponent type={PropertyDefinitionType.Person} properties={properties} />
+    return <PropertiesTableComponent type={PropertyDefinitionType.Person} properties={properties} searchable />
+}
+
+export const DollarPropertiesOnPersonHidden: StoryFn = () => {
+    const { setHidePostHogPropertiesInTable } = useActions(userPreferencesLogic)
+
+    useEffect(() => setHidePostHogPropertiesInTable(true), [])
+
+    const properties = {
+        pineapple_enjoyment_score: 3,
+        $browser: 'Chrome',
+        utm_campaign: 'summer_sale',
+        $geoip_country_code: 'US',
+        $initial_browser: 'Chrome',
+        $initial_utm_campaign: 'summer_sale',
+        $initial_geoip_country_code: 'US',
+    }
+    return (
+        <PropertiesTableComponent type={PropertyDefinitionType.Person} properties={properties} searchable filterable />
+    )
 }
diff --git a/frontend/src/lib/components/PropertiesTable/PropertiesTable.tsx b/frontend/src/lib/components/PropertiesTable/PropertiesTable.tsx
index b245d5db8bae4..296317e5d7e7b 100644
--- a/frontend/src/lib/components/PropertiesTable/PropertiesTable.tsx
+++ b/frontend/src/lib/components/PropertiesTable/PropertiesTable.tsx
@@ -9,9 +9,9 @@ import { LemonButton } from 'lib/lemon-ui/LemonButton'
 import { LemonTable, LemonTableColumns, LemonTableProps } from 'lib/lemon-ui/LemonTable'
 import { userPreferencesLogic } from 'lib/logic/userPreferencesLogic'
 import {
+    CLOUD_INTERNAL_POSTHOG_PROPERTY_KEYS,
     CORE_FILTER_DEFINITIONS_BY_GROUP,
     getCoreFilterDefinition,
-    NON_DOLLAR_POSTHOG_PROPERTY_KEYS,
     PROPERTY_KEYS,
 } from 'lib/taxonomy'
 import { isURL } from 'lib/utils'
@@ -249,8 +249,8 @@ export function PropertiesTable({
 
         if (filterable && hidePostHogPropertiesInTable) {
             entries = entries.filter(([key]) => {
-                const isPostHogProperty = key.startsWith('$') && PROPERTY_KEYS.includes(key)
-                const isNonDollarPostHogProperty = isCloudOrDev && NON_DOLLAR_POSTHOG_PROPERTY_KEYS.includes(key)
+                const isPostHogProperty = key.startsWith('$') || PROPERTY_KEYS.includes(key)
+                const isNonDollarPostHogProperty = isCloudOrDev && CLOUD_INTERNAL_POSTHOG_PROPERTY_KEYS.includes(key)
                 return !isPostHogProperty && !isNonDollarPostHogProperty
             })
         }
@@ -410,9 +410,10 @@ export function PropertiesTable({
                             {searchable && (
                                 <LemonInput
                                     type="search"
-                                    placeholder="Search for property keys and values"
+                                    placeholder="Search property keys and values"
                                     value={searchTerm || ''}
                                     onChange={setSearchTerm}
+                                    className="max-w-full w-64"
                                 />
                             )}
 
diff --git a/frontend/src/lib/lemon-ui/LemonCheckbox/LemonCheckbox.scss b/frontend/src/lib/lemon-ui/LemonCheckbox/LemonCheckbox.scss
index 6af35383fcc7e..b991fcd6121a3 100644
--- a/frontend/src/lib/lemon-ui/LemonCheckbox/LemonCheckbox.scss
+++ b/frontend/src/lib/lemon-ui/LemonCheckbox/LemonCheckbox.scss
@@ -1,4 +1,6 @@
 .LemonCheckbox {
+    --lemon-checkbox-height: calc(2.125rem + 3px); // Medium size button height + button shadow height;
+
     display: flex;
     align-items: center;
     width: fit-content;
@@ -88,7 +90,7 @@
         line-height: 1.4;
 
         label {
-            min-height: 2.5rem;
+            min-height: var(--lemon-checkbox-height);
             padding: 0 0.75rem;
             background: var(--bg-light);
             border: 1px solid var(--border);
diff --git a/frontend/src/lib/taxonomy.tsx b/frontend/src/lib/taxonomy.tsx
index 76c60960eec8e..a578556789410 100644
--- a/frontend/src/lib/taxonomy.tsx
+++ b/frontend/src/lib/taxonomy.tsx
@@ -158,7 +158,7 @@ export const CORE_FILTER_DEFINITIONS_BY_GROUP = {
             description: 'Automatically captured exceptions from the client Sentry integration',
         },
         $web_vitals: {
-            label: 'Web vitals',
+            label: 'Web Vitals',
             description: 'Automatically captured web vitals data',
         },
         // Mobile SDKs events
@@ -1417,7 +1417,7 @@ export const PROPERTY_KEYS = Object.keys(CORE_FILTER_DEFINITIONS_BY_GROUP.event_
  * but often more numerous than actual properties set on events and useful to hide
  * to make those properties discoverable
  */
-export const NON_DOLLAR_POSTHOG_PROPERTY_KEYS = [
+export const CLOUD_INTERNAL_POSTHOG_PROPERTY_KEYS = [
     'billing_period_end',
     'billing_period_start',
     'current_amount_usd.data_warehouse',
@@ -1443,6 +1443,13 @@ export const NON_DOLLAR_POSTHOG_PROPERTY_KEYS = [
     'custom_limits.product_analytics',
     'custom_limits.session_replay',
     'custom_limits.surveys',
+    'custom_limits_usd.data_warehouse',
+    'custom_limits_usd.feature_flags',
+    'custom_limits_usd.integrations',
+    'custom_limits_usd.platform_and_support',
+    'custom_limits_usd.product_analytics',
+    'custom_limits_usd.session_replay',
+    'custom_limits_usd.surveys',
     'free_allocation.data_warehouse',
     'free_allocation.feature_flags',
     'free_allocation.integrations',
diff --git a/frontend/src/scenes/session-recordings/player/inspector/components/eventPropertyFilteringLogic.ts b/frontend/src/scenes/session-recordings/player/inspector/components/eventPropertyFilteringLogic.ts
index 2f3ca7b84ae6c..ee56f834a4515 100644
--- a/frontend/src/scenes/session-recordings/player/inspector/components/eventPropertyFilteringLogic.ts
+++ b/frontend/src/scenes/session-recordings/player/inspector/components/eventPropertyFilteringLogic.ts
@@ -1,6 +1,6 @@
 import { connect, kea, path, selectors } from 'kea'
 import { userPreferencesLogic } from 'lib/logic/userPreferencesLogic'
-import { NON_DOLLAR_POSTHOG_PROPERTY_KEYS, PROPERTY_KEYS } from 'lib/taxonomy'
+import { CLOUD_INTERNAL_POSTHOG_PROPERTY_KEYS, PROPERTY_KEYS } from 'lib/taxonomy'
 import { preflightLogic } from 'scenes/PreflightCheck/preflightLogic'
 
 import type { eventPropertyFilteringLogicType } from './eventPropertyFilteringLogicType'
@@ -50,7 +50,7 @@ export const eventPropertyFilteringLogic = kea<eventPropertyFilteringLogicType>(
                         Object.entries(props).filter(([key]) => {
                             const isPostHogProperty = key.startsWith('$') && PROPERTY_KEYS.includes(key)
                             const isNonDollarPostHogProperty =
-                                isCloudOrDev && NON_DOLLAR_POSTHOG_PROPERTY_KEYS.includes(key)
+                                isCloudOrDev && CLOUD_INTERNAL_POSTHOG_PROPERTY_KEYS.includes(key)
                             return !isPostHogProperty && !isNonDollarPostHogProperty
                         })
                     )
diff --git a/frontend/src/scenes/teamLogic.tsx b/frontend/src/scenes/teamLogic.tsx
index 2ebf076409061..3f6d102270525 100644
--- a/frontend/src/scenes/teamLogic.tsx
+++ b/frontend/src/scenes/teamLogic.tsx
@@ -260,7 +260,7 @@ export const teamLogic = kea<teamLogicType>([
         if (switchedTeam) {
             lemonToast.info(
                 <>
-                    You've switched to&nbsp;project
+                    You've switched to&nbsp;project{' '}
                     {values.featureFlags[FEATURE_FLAGS.ENVIRONMENTS]
                         ? `${currentProject?.name}, environment ${currentTeam?.name}`
                         : currentTeam?.name}

From 45257c125ec58783219d781a98a8b327baf741c2 Mon Sep 17 00:00:00 2001
From: Raquel Smith <raquelmsmith@users.noreply.github.com>
Date: Tue, 22 Oct 2024 11:12:39 -0700
Subject: [PATCH 13/14] feat(replay): add "what to watch" screen (#25717)

Co-authored-by: github-actions <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: Paul D'Ambra <paul@posthog.com>
---
 ...er--trends-line-insight-detailed--dark.png | Bin 21655 -> 21701 bytes
 ...r--trends-line-insight-detailed--light.png | Bin 21344 -> 21385 bytes
 .../UniversalFilterButton.tsx                 |  13 +-
 .../UniversalFilters/UniversalFilters.tsx     |  12 +-
 .../universalFiltersLogic.test.ts             |   9 +-
 .../UniversalFilters/universalFiltersLogic.ts |  63 +++--
 .../lib/components/UniversalFilters/utils.ts  |  15 +-
 frontend/src/lib/constants.tsx                |   1 +
 .../src/lib/lemon-ui/LemonCard/LemonCard.tsx  |  23 +-
 .../error-tracking/errorTrackingLogic.ts      |   3 +-
 frontend/src/scenes/error-tracking/queries.ts |   3 +-
 .../session-recordings/SessionRecordings.tsx  |  16 +-
 .../filters/RecordingsUniversalFilters.tsx    |   4 +-
 .../playlist/playlistUtils.ts                 |   3 +-
 .../sessionReplaySceneLogic.ts                |  25 +-
 .../templates/SessionRecordingTemplates.tsx   | 207 +++++++++++++++++
 .../templates/availableTemplates.tsx          | 219 ++++++++++++++++++
 .../sessionRecordingTemplatesLogic.tsx        | 142 ++++++++++++
 .../src/scenes/session-recordings/utils.ts    |   4 +-
 frontend/src/types.ts                         |  32 ++-
 20 files changed, 737 insertions(+), 57 deletions(-)
 create mode 100644 frontend/src/scenes/session-recordings/templates/SessionRecordingTemplates.tsx
 create mode 100644 frontend/src/scenes/session-recordings/templates/availableTemplates.tsx
 create mode 100644 frontend/src/scenes/session-recordings/templates/sessionRecordingTemplatesLogic.tsx

diff --git a/frontend/__snapshots__/exporter-exporter--trends-line-insight-detailed--dark.png b/frontend/__snapshots__/exporter-exporter--trends-line-insight-detailed--dark.png
index e3e93b3dd9678360493d495ab090800a9f994b6f..b54d4facb0bfe8353e19863b17eee837e4aab6c0 100644
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diff --git a/frontend/src/lib/components/UniversalFilters/UniversalFilterButton.tsx b/frontend/src/lib/components/UniversalFilters/UniversalFilterButton.tsx
index 049b4cb3da0ee..5b8c367f8291b 100644
--- a/frontend/src/lib/components/UniversalFilters/UniversalFilterButton.tsx
+++ b/frontend/src/lib/components/UniversalFilters/UniversalFilterButton.tsx
@@ -11,12 +11,11 @@ import React from 'react'
 
 import { cohortsModel } from '~/models/cohortsModel'
 import { propertyDefinitionsModel } from '~/models/propertyDefinitionsModel'
-import { ActionFilter, AnyPropertyFilter } from '~/types'
+import { ActionFilter, AnyPropertyFilter, FeaturePropertyFilter, UniversalFilterValue } from '~/types'
 
 import { EntityFilterInfo } from '../EntityFilterInfo'
 import { formatPropertyLabel } from '../PropertyFilters/utils'
-import { UniversalFilterValue } from './UniversalFilters'
-import { isActionFilter, isEditableFilter, isEventFilter } from './utils'
+import { isActionFilter, isEditableFilter, isEventFilter, isFeatureFlagFilter } from './utils'
 
 export interface UniversalFilterButtonProps {
     onClick?: () => void
@@ -33,7 +32,7 @@ export const UniversalFilterButton = React.forwardRef<HTMLElement, UniversalFilt
         const isEditable = isEditableFilter(filter)
         const isAction = isActionFilter(filter)
         const isEvent = isEventFilter(filter)
-
+        const isFeatureFlag = isFeatureFlagFilter(filter)
         const button = (
             <div
                 ref={ref as any}
@@ -48,6 +47,8 @@ export const UniversalFilterButton = React.forwardRef<HTMLElement, UniversalFilt
                     <EventLabel filter={filter} onClick={onClick} />
                 ) : isAction ? (
                     <EntityFilterInfo filter={filter} />
+                ) : isFeatureFlag ? (
+                    <FeatureFlagLabel filter={filter} />
                 ) : (
                     <PropertyLabel filter={filter} />
                 )}
@@ -116,3 +117,7 @@ const EventLabel = ({
         </div>
     )
 }
+
+const FeatureFlagLabel = ({ filter }: { filter: FeaturePropertyFilter }): JSX.Element => {
+    return <div>{filter.key}</div>
+}
diff --git a/frontend/src/lib/components/UniversalFilters/UniversalFilters.tsx b/frontend/src/lib/components/UniversalFilters/UniversalFilters.tsx
index b59471de24cc0..117c6b678c59e 100644
--- a/frontend/src/lib/components/UniversalFilters/UniversalFilters.tsx
+++ b/frontend/src/lib/components/UniversalFilters/UniversalFilters.tsx
@@ -3,7 +3,7 @@ import { LemonButton, LemonButtonProps, LemonDropdown, Popover } from '@posthog/
 import { BindLogic, useActions, useValues } from 'kea'
 import { useState } from 'react'
 
-import { ActionFilter, AnyPropertyFilter, FilterLogicalOperator } from '~/types'
+import { UniversalFiltersGroup, UniversalFilterValue } from '~/types'
 
 import { TaxonomicPropertyFilter } from '../PropertyFilters/components/TaxonomicPropertyFilter'
 import { PropertyFilters } from '../PropertyFilters/PropertyFilters'
@@ -14,14 +14,6 @@ import { UniversalFilterButton } from './UniversalFilterButton'
 import { universalFiltersLogic } from './universalFiltersLogic'
 import { isEditableFilter, isEventFilter } from './utils'
 
-export interface UniversalFiltersGroup {
-    type: FilterLogicalOperator
-    values: UniversalFiltersGroupValue[]
-}
-
-export type UniversalFiltersGroupValue = UniversalFiltersGroup | UniversalFilterValue
-export type UniversalFilterValue = AnyPropertyFilter | ActionFilter
-
 type UniversalFiltersProps = {
     rootKey: string
     group: UniversalFiltersGroup | null
@@ -160,7 +152,7 @@ const AddFilterButton = (props: Omit<LemonButtonProps, 'onClick' | 'sideAction'
                 onClick={() => setDropdownOpen(!dropdownOpen)}
                 {...props}
             >
-                Add filter
+                {props?.title || 'Add filter'}
             </LemonButton>
         </LemonDropdown>
     )
diff --git a/frontend/src/lib/components/UniversalFilters/universalFiltersLogic.test.ts b/frontend/src/lib/components/UniversalFilters/universalFiltersLogic.test.ts
index 82b52b2e38053..5434ff37f76e1 100644
--- a/frontend/src/lib/components/UniversalFilters/universalFiltersLogic.test.ts
+++ b/frontend/src/lib/components/UniversalFilters/universalFiltersLogic.test.ts
@@ -1,10 +1,15 @@
 import { expectLogic } from 'kea-test-utils'
 
 import { initKeaTests } from '~/test/init'
-import { AnyPropertyFilter, FilterLogicalOperator, PropertyFilterType, PropertyOperator } from '~/types'
+import {
+    AnyPropertyFilter,
+    FilterLogicalOperator,
+    PropertyFilterType,
+    PropertyOperator,
+    UniversalFiltersGroup,
+} from '~/types'
 
 import { TaxonomicFilterGroup, TaxonomicFilterGroupType } from '../TaxonomicFilter/types'
-import { UniversalFiltersGroup } from './UniversalFilters'
 import { universalFiltersLogic } from './universalFiltersLogic'
 
 const propertyFilter: AnyPropertyFilter = {
diff --git a/frontend/src/lib/components/UniversalFilters/universalFiltersLogic.ts b/frontend/src/lib/components/UniversalFilters/universalFiltersLogic.ts
index 8afb3cfcfc1cc..943688c46f3b7 100644
--- a/frontend/src/lib/components/UniversalFilters/universalFiltersLogic.ts
+++ b/frontend/src/lib/components/UniversalFilters/universalFiltersLogic.ts
@@ -6,10 +6,17 @@ import {
 import { taxonomicFilterGroupTypeToEntityType } from 'scenes/insights/filters/ActionFilter/ActionFilterRow/ActionFilterRow'
 
 import { propertyDefinitionsModel } from '~/models/propertyDefinitionsModel'
-import { ActionFilter, FilterLogicalOperator, PropertyFilterType } from '~/types'
+import {
+    ActionFilter,
+    FeaturePropertyFilter,
+    FilterLogicalOperator,
+    PropertyFilterType,
+    PropertyOperator,
+    UniversalFiltersGroup,
+    UniversalFiltersGroupValue,
+} from '~/types'
 
 import { TaxonomicFilterGroup, TaxonomicFilterGroupType, TaxonomicFilterValue } from '../TaxonomicFilter/types'
-import { UniversalFiltersGroup, UniversalFiltersGroupValue } from './UniversalFilters'
 import type { universalFiltersLogicType } from './universalFiltersLogicType'
 
 export const DEFAULT_UNIVERSAL_GROUP_FILTER: UniversalFiltersGroup = {
@@ -52,7 +59,7 @@ export const universalFiltersLogic = kea<universalFiltersLogicType>([
         addGroupFilter: (
             taxonomicGroup: TaxonomicFilterGroup,
             propertyKey: TaxonomicFilterValue,
-            item: { propertyFilterType?: PropertyFilterType; name?: string }
+            item: { propertyFilterType?: PropertyFilterType; name?: string; key?: string }
         ) => ({
             taxonomicGroup,
             propertyKey,
@@ -98,6 +105,7 @@ export const universalFiltersLogic = kea<universalFiltersLogicType>([
                         TaxonomicFilterGroupType.Cohorts,
                         TaxonomicFilterGroupType.Elements,
                         TaxonomicFilterGroupType.HogQLExpression,
+                        TaxonomicFilterGroupType.FeatureFlags,
                     ].includes(t)
                 ),
         ],
@@ -112,26 +120,39 @@ export const universalFiltersLogic = kea<universalFiltersLogicType>([
         addGroupFilter: ({ taxonomicGroup, propertyKey, item }) => {
             const newValues = [...values.filterGroup.values]
 
-            const propertyType = item.propertyFilterType ?? taxonomicFilterTypeToPropertyFilterType(taxonomicGroup.type)
-            if (propertyKey && propertyType) {
-                const newPropertyFilter = createDefaultPropertyFilter(
-                    {},
-                    propertyKey,
-                    propertyType,
-                    taxonomicGroup,
-                    values.describeProperty
-                )
-                newValues.push(newPropertyFilter)
+            if (taxonomicGroup.type === TaxonomicFilterGroupType.FeatureFlags) {
+                if (!item.key) {
+                    return
+                }
+                const newFeatureFlagFilter: FeaturePropertyFilter = {
+                    type: PropertyFilterType.Feature,
+                    key: item.key,
+                    operator: PropertyOperator.Exact,
+                }
+                newValues.push(newFeatureFlagFilter)
             } else {
-                const entityType = taxonomicFilterGroupTypeToEntityType(taxonomicGroup.type)
-                if (entityType) {
-                    const newEntityFilter: ActionFilter = {
-                        id: propertyKey,
-                        name: item?.name ?? '',
-                        type: entityType,
-                    }
+                const propertyType =
+                    item.propertyFilterType ?? taxonomicFilterTypeToPropertyFilterType(taxonomicGroup.type)
+                if (propertyKey && propertyType) {
+                    const newPropertyFilter = createDefaultPropertyFilter(
+                        {},
+                        propertyKey,
+                        propertyType,
+                        taxonomicGroup,
+                        values.describeProperty
+                    )
+                    newValues.push(newPropertyFilter)
+                } else {
+                    const entityType = taxonomicFilterGroupTypeToEntityType(taxonomicGroup.type)
+                    if (entityType) {
+                        const newEntityFilter: ActionFilter = {
+                            id: propertyKey,
+                            name: item?.name ?? '',
+                            type: entityType,
+                        }
 
-                    newValues.push(newEntityFilter)
+                        newValues.push(newEntityFilter)
+                    }
                 }
             }
             actions.setGroupValues(newValues)
diff --git a/frontend/src/lib/components/UniversalFilters/utils.ts b/frontend/src/lib/components/UniversalFilters/utils.ts
index f8b63af80ce5e..56eaa52f5f6d9 100644
--- a/frontend/src/lib/components/UniversalFilters/utils.ts
+++ b/frontend/src/lib/components/UniversalFilters/utils.ts
@@ -1,7 +1,15 @@
-import { ActionFilter, FilterLogicalOperator, LogEntryPropertyFilter, RecordingPropertyFilter } from '~/types'
+import {
+    ActionFilter,
+    FeaturePropertyFilter,
+    FilterLogicalOperator,
+    LogEntryPropertyFilter,
+    RecordingPropertyFilter,
+    UniversalFiltersGroup,
+    UniversalFiltersGroupValue,
+    UniversalFilterValue,
+} from '~/types'
 
 import { isCohortPropertyFilter } from '../PropertyFilters/utils'
-import { UniversalFiltersGroup, UniversalFiltersGroupValue, UniversalFilterValue } from './UniversalFilters'
 
 export function isUniversalGroupFilterLike(filter?: UniversalFiltersGroupValue): filter is UniversalFiltersGroup {
     return filter?.type === FilterLogicalOperator.And || filter?.type === FilterLogicalOperator.Or
@@ -15,6 +23,9 @@ export function isEventFilter(filter: UniversalFilterValue): filter is ActionFil
 export function isActionFilter(filter: UniversalFilterValue): filter is ActionFilter {
     return filter.type === 'actions'
 }
+export function isFeatureFlagFilter(filter: UniversalFilterValue): filter is FeaturePropertyFilter {
+    return filter.type === 'feature'
+}
 export function isRecordingPropertyFilter(filter: UniversalFilterValue): filter is RecordingPropertyFilter {
     return filter.type === 'recording'
 }
diff --git a/frontend/src/lib/constants.tsx b/frontend/src/lib/constants.tsx
index cb2a0ba0d42e7..acdbae72b8530 100644
--- a/frontend/src/lib/constants.tsx
+++ b/frontend/src/lib/constants.tsx
@@ -219,6 +219,7 @@ export const FEATURE_FLAGS = {
     BILLING_PAYMENT_ENTRY_IN_APP: 'billing-payment-entry-in-app', // owner: @zach
     LEGACY_ACTION_WEBHOOKS: 'legacy-action-webhooks', // owner: @mariusandra #team-cdp
     SESSION_REPLAY_URL_TRIGGER: 'session-replay-url-trigger', // owner: @richard-better #team-replay
+    REPLAY_TEMPLATES: 'replay-templates', // owner: @raquelmsmith #team-replay
 } as const
 export type FeatureFlagKey = (typeof FEATURE_FLAGS)[keyof typeof FEATURE_FLAGS]
 
diff --git a/frontend/src/lib/lemon-ui/LemonCard/LemonCard.tsx b/frontend/src/lib/lemon-ui/LemonCard/LemonCard.tsx
index 0ac8c31c817ee..c7f86768b3bfe 100644
--- a/frontend/src/lib/lemon-ui/LemonCard/LemonCard.tsx
+++ b/frontend/src/lib/lemon-ui/LemonCard/LemonCard.tsx
@@ -1,5 +1,9 @@
 import './LemonCard.scss'
 
+import { IconX } from '@posthog/icons'
+
+import { LemonButton } from '../LemonButton'
+
 export interface LemonCardProps {
     hoverEffect?: boolean
     className?: string
@@ -7,6 +11,8 @@ export interface LemonCardProps {
     onClick?: () => void
     focused?: boolean
     'data-attr'?: string
+    closeable?: boolean
+    onClose?: () => void
 }
 
 export function LemonCard({
@@ -15,16 +21,31 @@ export function LemonCard({
     children,
     onClick,
     focused,
+    closeable,
+    onClose,
     ...props
 }: LemonCardProps): JSX.Element {
     return (
         <div
             className={`LemonCard ${hoverEffect && 'LemonCard--hoverEffect'} border ${
                 focused ? 'border-2 border-primary' : 'border-border'
-            } rounded p-6 bg-bg-light ${className}`}
+            } rounded p-6 bg-bg-light ${onClick && !focused ? 'cursor-pointer' : ''} ${className}`}
             onClick={onClick}
             {...props}
         >
+            {closeable ? (
+                <div className="absolute top-2 right-2">
+                    <LemonButton
+                        icon={<IconX />}
+                        onClick={(e) => {
+                            e.stopPropagation()
+                            onClose?.()
+                        }}
+                        type="tertiary"
+                        size="xsmall"
+                    />
+                </div>
+            ) : null}
             {children}
         </div>
     )
diff --git a/frontend/src/scenes/error-tracking/errorTrackingLogic.ts b/frontend/src/scenes/error-tracking/errorTrackingLogic.ts
index 6db23821973ba..c1a847a8ab647 100644
--- a/frontend/src/scenes/error-tracking/errorTrackingLogic.ts
+++ b/frontend/src/scenes/error-tracking/errorTrackingLogic.ts
@@ -1,11 +1,10 @@
 import type { LemonSegmentedButtonOption } from '@posthog/lemon-ui'
 import { actions, connect, kea, listeners, path, reducers, selectors } from 'kea'
-import { UniversalFiltersGroup } from 'lib/components/UniversalFilters/UniversalFilters'
 import { FEATURE_FLAGS } from 'lib/constants'
 import { featureFlagLogic } from 'lib/logic/featureFlagLogic'
 
 import { DateRange } from '~/queries/schema'
-import { FilterLogicalOperator } from '~/types'
+import { FilterLogicalOperator, UniversalFiltersGroup } from '~/types'
 
 import type { errorTrackingLogicType } from './errorTrackingLogicType'
 
diff --git a/frontend/src/scenes/error-tracking/queries.ts b/frontend/src/scenes/error-tracking/queries.ts
index 0358e9096fd6d..6061773ecc562 100644
--- a/frontend/src/scenes/error-tracking/queries.ts
+++ b/frontend/src/scenes/error-tracking/queries.ts
@@ -1,4 +1,3 @@
-import { UniversalFiltersGroup } from 'lib/components/UniversalFilters/UniversalFilters'
 import { dayjs } from 'lib/dayjs'
 import { range } from 'lib/utils'
 
@@ -11,7 +10,7 @@ import {
     InsightVizNode,
     NodeKind,
 } from '~/queries/schema'
-import { AnyPropertyFilter, BaseMathType, ChartDisplayType, PropertyGroupFilter } from '~/types'
+import { AnyPropertyFilter, BaseMathType, ChartDisplayType, PropertyGroupFilter, UniversalFiltersGroup } from '~/types'
 
 export type SparklineConfig = {
     value: number
diff --git a/frontend/src/scenes/session-recordings/SessionRecordings.tsx b/frontend/src/scenes/session-recordings/SessionRecordings.tsx
index bccee886cceba..a38b088878c60 100644
--- a/frontend/src/scenes/session-recordings/SessionRecordings.tsx
+++ b/frontend/src/scenes/session-recordings/SessionRecordings.tsx
@@ -1,5 +1,5 @@
 import { IconEllipsis, IconGear } from '@posthog/icons'
-import { LemonButton, LemonMenu } from '@posthog/lemon-ui'
+import { LemonBadge, LemonButton, LemonMenu } from '@posthog/lemon-ui'
 import { useActions, useValues } from 'kea'
 import { router } from 'kea-router'
 import { authorizedUrlListLogic, AuthorizedUrlListType } from 'lib/components/AuthorizedUrlList/authorizedUrlListLogic'
@@ -26,6 +26,7 @@ import { SessionRecordingsPlaylist } from './playlist/SessionRecordingsPlaylist'
 import { SavedSessionRecordingPlaylists } from './saved-playlists/SavedSessionRecordingPlaylists'
 import { savedSessionRecordingPlaylistsLogic } from './saved-playlists/savedSessionRecordingPlaylistsLogic'
 import { humanFriendlyTabName, sessionReplaySceneLogic } from './sessionReplaySceneLogic'
+import SessionRecordingTemplates from './templates/SessionRecordingTemplates'
 
 function Header(): JSX.Element {
     const { guardAvailableFeature } = useValues(upgradeModalLogic)
@@ -192,13 +193,15 @@ function MainPanel(): JSX.Element {
                 <SavedSessionRecordingPlaylists tab={ReplayTabs.Playlists} />
             ) : tab === ReplayTabs.Errors ? (
                 <SessionRecordingErrors />
+            ) : tab === ReplayTabs.Templates ? (
+                <SessionRecordingTemplates />
             ) : null}
         </div>
     )
 }
 
 function PageTabs(): JSX.Element {
-    const { tab, tabs } = useValues(sessionReplaySceneLogic)
+    const { tab, tabs, shouldShowNewBadge } = useValues(sessionReplaySceneLogic)
 
     return (
         <LemonTabs
@@ -206,7 +209,14 @@ function PageTabs(): JSX.Element {
             onChange={(t) => router.actions.push(urls.replay(t as ReplayTabs))}
             tabs={tabs.map((replayTab) => {
                 return {
-                    label: humanFriendlyTabName(replayTab),
+                    label: (
+                        <>
+                            {humanFriendlyTabName(replayTab)}
+                            {replayTab === ReplayTabs.Templates && shouldShowNewBadge && (
+                                <LemonBadge className="ml-1" size="small" />
+                            )}
+                        </>
+                    ),
                     key: replayTab,
                 }
             })}
diff --git a/frontend/src/scenes/session-recordings/filters/RecordingsUniversalFilters.tsx b/frontend/src/scenes/session-recordings/filters/RecordingsUniversalFilters.tsx
index d8021c5dab0e9..6dfa6d007949f 100644
--- a/frontend/src/scenes/session-recordings/filters/RecordingsUniversalFilters.tsx
+++ b/frontend/src/scenes/session-recordings/filters/RecordingsUniversalFilters.tsx
@@ -2,7 +2,7 @@ import clsx from 'clsx'
 import { useActions, useMountedLogic, useValues } from 'kea'
 import { DateFilter } from 'lib/components/DateFilter/DateFilter'
 import { TaxonomicFilterGroupType } from 'lib/components/TaxonomicFilter/types'
-import UniversalFilters, { UniversalFiltersGroup } from 'lib/components/UniversalFilters/UniversalFilters'
+import UniversalFilters from 'lib/components/UniversalFilters/UniversalFilters'
 import { universalFiltersLogic } from 'lib/components/UniversalFilters/universalFiltersLogic'
 import { isUniversalGroupFilterLike } from 'lib/components/UniversalFilters/utils'
 import { useEffect, useState } from 'react'
@@ -11,7 +11,7 @@ import { TestAccountFilter } from 'scenes/insights/filters/TestAccountFilter'
 import { actionsModel } from '~/models/actionsModel'
 import { cohortsModel } from '~/models/cohortsModel'
 import { AndOrFilterSelect } from '~/queries/nodes/InsightViz/PropertyGroupFilters/AndOrFilterSelect'
-import { RecordingUniversalFilters } from '~/types'
+import { RecordingUniversalFilters, UniversalFiltersGroup } from '~/types'
 
 import { DurationFilter } from './DurationFilter'
 
diff --git a/frontend/src/scenes/session-recordings/playlist/playlistUtils.ts b/frontend/src/scenes/session-recordings/playlist/playlistUtils.ts
index 357c1558d9e3d..23a523d1e1c35 100644
--- a/frontend/src/scenes/session-recordings/playlist/playlistUtils.ts
+++ b/frontend/src/scenes/session-recordings/playlist/playlistUtils.ts
@@ -2,7 +2,6 @@ import { router } from 'kea-router'
 import api from 'lib/api'
 import { convertPropertyGroupToProperties, isValidPropertyFilter } from 'lib/components/PropertyFilters/utils'
 import { TaxonomicFilterGroupType } from 'lib/components/TaxonomicFilter/types'
-import { UniversalFilterValue } from 'lib/components/UniversalFilters/UniversalFilters'
 import { isActionFilter, isEventFilter } from 'lib/components/UniversalFilters/utils'
 import { lemonToast } from 'lib/lemon-ui/LemonToast/LemonToast'
 import { getCoreFilterDefinition } from 'lib/taxonomy'
@@ -16,7 +15,7 @@ import { PLAYLIST_LIMIT_REACHED_MESSAGE } from 'scenes/session-recordings/sessio
 import { urls } from 'scenes/urls'
 
 import { cohortsModelType } from '~/models/cohortsModelType'
-import { PropertyOperator, SessionRecordingPlaylistType } from '~/types'
+import { PropertyOperator, SessionRecordingPlaylistType, UniversalFilterValue } from '~/types'
 
 function getOperatorSymbol(operator: PropertyOperator | null): string {
     if (!operator) {
diff --git a/frontend/src/scenes/session-recordings/sessionReplaySceneLogic.ts b/frontend/src/scenes/session-recordings/sessionReplaySceneLogic.ts
index 492f65fea4038..c2dce12e7f9e0 100644
--- a/frontend/src/scenes/session-recordings/sessionReplaySceneLogic.ts
+++ b/frontend/src/scenes/session-recordings/sessionReplaySceneLogic.ts
@@ -1,4 +1,4 @@
-import { actions, connect, kea, path, reducers, selectors } from 'kea'
+import { actions, connect, kea, listeners, path, reducers, selectors } from 'kea'
 import { actionToUrl, router, urlToAction } from 'kea-router'
 import { FEATURE_FLAGS, SESSION_RECORDINGS_PLAYLIST_FREE_COUNT } from 'lib/constants'
 import { featureFlagLogic } from 'lib/logic/featureFlagLogic'
@@ -17,6 +17,8 @@ export const humanFriendlyTabName = (tab: ReplayTabs): string => {
             return 'Recordings'
         case ReplayTabs.Playlists:
             return 'Playlists'
+        case ReplayTabs.Templates:
+            return 'What to watch'
         default:
             return capitalizeFirstLetter(tab)
     }
@@ -31,6 +33,7 @@ export const sessionReplaySceneLogic = kea<sessionReplaySceneLogicType>([
     }),
     actions({
         setTab: (tab: ReplayTabs = ReplayTabs.Home) => ({ tab }),
+        hideNewBadge: true,
     }),
     reducers(() => ({
         tab: [
@@ -39,6 +42,21 @@ export const sessionReplaySceneLogic = kea<sessionReplaySceneLogicType>([
                 setTab: (_, { tab }) => tab,
             },
         ],
+        shouldShowNewBadge: [
+            true as boolean,
+            { persist: true },
+            {
+                hideNewBadge: () => false,
+            },
+        ],
+    })),
+
+    listeners(({ actions }) => ({
+        setTab: ({ tab }) => {
+            if (tab === ReplayTabs.Templates) {
+                actions.hideNewBadge()
+            }
+        },
     })),
 
     actionToUrl(({ values }) => {
@@ -52,7 +70,10 @@ export const sessionReplaySceneLogic = kea<sessionReplaySceneLogicType>([
             (s) => [s.featureFlags],
             (featureFlags) => {
                 const hasErrorClustering = !!featureFlags[FEATURE_FLAGS.REPLAY_ERROR_CLUSTERING]
-                return Object.values(ReplayTabs).filter((tab) => tab != ReplayTabs.Errors || hasErrorClustering)
+                const hasTemplates = !!featureFlags[FEATURE_FLAGS.REPLAY_TEMPLATES]
+                return Object.values(ReplayTabs).filter((tab) =>
+                    tab == ReplayTabs.Errors ? hasErrorClustering : tab == ReplayTabs.Templates ? hasTemplates : true
+                )
             },
         ],
         breadcrumbs: [
diff --git a/frontend/src/scenes/session-recordings/templates/SessionRecordingTemplates.tsx b/frontend/src/scenes/session-recordings/templates/SessionRecordingTemplates.tsx
new file mode 100644
index 0000000000000..0af2e410aecc9
--- /dev/null
+++ b/frontend/src/scenes/session-recordings/templates/SessionRecordingTemplates.tsx
@@ -0,0 +1,207 @@
+import { LemonButton, LemonCard, LemonInput, LemonLabel, Link } from '@posthog/lemon-ui'
+import { useActions, useMountedLogic, useValues } from 'kea'
+import { TaxonomicFilterGroupType } from 'lib/components/TaxonomicFilter/types'
+import UniversalFilters from 'lib/components/UniversalFilters/UniversalFilters'
+import { universalFiltersLogic } from 'lib/components/UniversalFilters/universalFiltersLogic'
+import { isUniversalGroupFilterLike } from 'lib/components/UniversalFilters/utils'
+
+import { actionsModel } from '~/models/actionsModel'
+import {
+    FeaturePropertyFilter,
+    FilterLogicalOperator,
+    ReplayTemplateCategory,
+    ReplayTemplateType,
+    ReplayTemplateVariableType,
+} from '~/types'
+
+import { replayTemplates } from './availableTemplates'
+import { sessionReplayTemplatesLogic } from './sessionRecordingTemplatesLogic'
+
+interface RecordingTemplateCardProps {
+    template: ReplayTemplateType
+    category: ReplayTemplateCategory
+}
+
+const allCategories: ReplayTemplateCategory[] = replayTemplates
+    .flatMap((template) => template.categories)
+    .filter((category, index, self) => self.indexOf(category) === index)
+
+const NestedFilterGroup = ({
+    rootKey,
+    buttonTitle,
+    selectOne,
+}: {
+    rootKey: string
+    buttonTitle?: string
+    selectOne?: boolean
+}): JSX.Element => {
+    const { filterGroup } = useValues(universalFiltersLogic)
+    const { replaceGroupValue, removeGroupValue } = useActions(universalFiltersLogic)
+
+    return (
+        <div>
+            <div className="inline-flex flex-col gap-2">
+                {filterGroup.values.map((filterOrGroup, index) => {
+                    return isUniversalGroupFilterLike(filterOrGroup) ? (
+                        <UniversalFilters.Group key={index} index={index} group={filterOrGroup}>
+                            <NestedFilterGroup rootKey={rootKey} />
+                        </UniversalFilters.Group>
+                    ) : (
+                        <UniversalFilters.Value
+                            key={index}
+                            index={index}
+                            filter={filterOrGroup}
+                            onRemove={() => removeGroupValue(index)}
+                            onChange={(value) => replaceGroupValue(index, value)}
+                        />
+                    )
+                })}
+                {selectOne && filterGroup.values.length === 0 && (
+                    <div>
+                        <UniversalFilters.AddFilterButton title={buttonTitle} type="secondary" size="xsmall" />
+                    </div>
+                )}
+            </div>
+        </div>
+    )
+}
+
+const SingleTemplateVariable = ({
+    variable,
+    ...props
+}: RecordingTemplateCardProps & {
+    variable: ReplayTemplateVariableType
+}): JSX.Element | null => {
+    const { setVariable } = useActions(sessionReplayTemplatesLogic(props))
+    useMountedLogic(actionsModel)
+
+    return variable.type === 'pageview' ? (
+        <div>
+            <LemonLabel info={variable.description}>{variable.name}</LemonLabel>
+            <LemonInput
+                placeholder={variable.value}
+                onChange={(e) => setVariable({ ...variable, value: e })}
+                size="small"
+            />
+        </div>
+    ) : ['event', 'flag', 'person-property'].includes(variable.type) ? (
+        <div>
+            <LemonLabel info={variable.description}>{variable.name}</LemonLabel>
+            <UniversalFilters
+                rootKey={`session-recordings-${variable.key}`}
+                group={{
+                    type: FilterLogicalOperator.And,
+                    values: [],
+                }}
+                taxonomicGroupTypes={
+                    variable.type === 'event'
+                        ? [TaxonomicFilterGroupType.Events, TaxonomicFilterGroupType.Actions]
+                        : variable.type === 'flag'
+                        ? [TaxonomicFilterGroupType.FeatureFlags]
+                        : variable.type === 'person-property'
+                        ? [TaxonomicFilterGroupType.PersonProperties]
+                        : []
+                }
+                onChange={(thisFilterGroup) => {
+                    variable.type === 'flag'
+                        ? setVariable({ ...variable, value: (thisFilterGroup.values[0] as FeaturePropertyFilter).key })
+                        : setVariable({ ...variable, filterGroup: thisFilterGroup.values[0] })
+                }}
+            >
+                <NestedFilterGroup
+                    rootKey="session-recordings"
+                    buttonTitle={`Select ${
+                        variable.type === 'event' ? 'event' : variable.type === 'flag' ? 'flag' : 'person property'
+                    }`}
+                    selectOne={variable.type == 'flag'}
+                />
+            </UniversalFilters>
+        </div>
+    ) : null
+}
+
+const TemplateVariables = (props: RecordingTemplateCardProps): JSX.Element => {
+    const { navigate } = useActions(sessionReplayTemplatesLogic(props))
+    const { variables, areAnyVariablesTouched } = useValues(sessionReplayTemplatesLogic(props))
+    return (
+        <div className="flex flex-col gap-2">
+            {variables.map((variable) => (
+                <SingleTemplateVariable key={variable.key} variable={variable} {...props} />
+            ))}
+            <div>
+                <LemonButton
+                    onClick={() => navigate()}
+                    type="primary"
+                    className="mt-2"
+                    disabledReason={
+                        !areAnyVariablesTouched ? 'Please set a value for at least one variable' : undefined
+                    }
+                >
+                    Apply filters
+                </LemonButton>
+            </div>
+        </div>
+    )
+}
+
+const RecordingTemplateCard = (props: RecordingTemplateCardProps): JSX.Element => {
+    const { showVariables, hideVariables, navigate } = useActions(sessionReplayTemplatesLogic(props))
+    const { variablesVisible, editableVariables } = useValues(sessionReplayTemplatesLogic(props))
+
+    return (
+        <LemonCard
+            className="w-80"
+            onClick={() => {
+                editableVariables.length > 0 ? showVariables() : navigate()
+            }}
+            closeable={variablesVisible}
+            onClose={hideVariables}
+            focused={variablesVisible}
+            data-attr={`session-replay-template-${props.category}-${props.template.key}`}
+        >
+            <div className="flex flex-col gap-2">
+                <div className="flex items-center gap-2">
+                    {props.template.icon && (
+                        <div className="bg-accent-3000 rounded p-2 w-8 h-8 flex items-center justify-center">
+                            {props.template.icon}
+                        </div>
+                    )}
+                    <h3 className="mb-0">
+                        <Link onClick={() => showVariables()} className="text-primary">
+                            {props.template.name}
+                        </Link>
+                    </h3>
+                </div>
+                <p>{props.template.description}</p>
+                {variablesVisible ? <TemplateVariables {...props} /> : null}
+            </div>
+        </LemonCard>
+    )
+}
+
+const SessionRecordingTemplates = (): JSX.Element => {
+    return (
+        <div>
+            <h2>Figure out what to watch</h2>
+            <p>To get the most out of session replay, you just need to know where to start. </p>
+            <p>
+                Use our templates to find a focus area, then watch the filtered replays to see where users struggle,
+                what could be made more clear, and other ways to improve.
+            </p>
+            {allCategories.map((category) => (
+                <div key={`replay-template-category-${category}`} className="mb-6">
+                    <h2>{category}</h2>
+                    <div className="flex flex-wrap gap-2">
+                        {replayTemplates
+                            .filter((template) => template.categories.includes(category))
+                            .map((template) => (
+                                <RecordingTemplateCard key={template.key} template={template} category={category} />
+                            ))}
+                    </div>
+                </div>
+            ))}
+        </div>
+    )
+}
+
+export default SessionRecordingTemplates
diff --git a/frontend/src/scenes/session-recordings/templates/availableTemplates.tsx b/frontend/src/scenes/session-recordings/templates/availableTemplates.tsx
new file mode 100644
index 0000000000000..d01e6436142eb
--- /dev/null
+++ b/frontend/src/scenes/session-recordings/templates/availableTemplates.tsx
@@ -0,0 +1,219 @@
+import {
+    IconApp,
+    IconCursorClick,
+    IconFlag,
+    IconHandMoney,
+    IconPhone,
+    IconSearch,
+    IconThumbsDown,
+    IconUser,
+    IconVideoCamera,
+} from '@posthog/icons'
+import { TaxonomicFilterGroupType } from 'lib/components/TaxonomicFilter/types'
+
+import { PropertyFilterType, PropertyOperator, ReplayTemplateType } from '~/types'
+
+export const replayTemplates: ReplayTemplateType[] = [
+    {
+        key: 'signup-flow',
+        name: 'Signup flow',
+        description: 'Watch how users sign up for your website. Look for any areas or steps that cause friction.',
+        variables: [
+            {
+                type: 'pageview',
+                name: 'Signup page URL',
+                key: 'signup-page-url',
+                value: '/signup',
+                description: 'Complete or partial URL',
+            },
+        ],
+        categories: ['B2B'],
+        icon: <IconUser />,
+    },
+    {
+        key: 'pricing-page',
+        name: 'Pricing page',
+        description: 'Watch how users navigate your pricing page. Look for any areas or steps that cause friction.',
+        variables: [
+            {
+                type: 'pageview',
+                name: 'Pricing page URL',
+                key: 'pricing-page-url',
+                description: 'Complete or partial URL',
+            },
+        ],
+        categories: ['B2B'],
+        icon: <IconHandMoney />,
+    },
+    {
+        key: 'upgrade-flow',
+        name: 'Upgrade / subscribe flow',
+        description:
+            'Watch how users upgrade to the paid plan on your website. Look for any areas or steps that cause friction.',
+        variables: [
+            {
+                type: 'pageview',
+                name: 'Upgrade / subscribe page URL',
+                key: 'upgrade-subscribe-page-url',
+                description: 'Complete or partial URL',
+            },
+            {
+                type: 'event',
+                name: 'Upgrade / subscribe event',
+                key: 'upgrade-subscribe-event',
+                description: 'The event that triggers the upgrade / subscribe flow.',
+            },
+        ],
+        categories: ['B2B'],
+        icon: <IconHandMoney />,
+    },
+    {
+        key: 'onboarding-flow',
+        name: 'Onboarding flow',
+        description: 'Watch how users onboard to your website. Look for any areas or steps that cause friction.',
+        variables: [
+            {
+                type: 'pageview',
+                name: 'Onboarding page URL',
+                key: 'onboarding-page-url',
+                description: 'Complete or partial URL',
+            },
+        ],
+        categories: ['B2B'],
+        icon: <IconApp />,
+    },
+    {
+        key: 'feature-usage',
+        name: 'Feature usage',
+        description:
+            'Think of a feature you want to improve. Watch how users interact with it, and see where they get stuck.',
+        variables: [
+            {
+                type: 'event',
+                name: 'Feature event',
+                key: 'feature-event',
+                description: 'The event that indicates a user has interacted with the feature.',
+            },
+            {
+                type: 'pageview',
+                name: 'Feature page URL',
+                key: 'feature-page-url',
+                description: 'Complete or partial URL where the feature is located.',
+            },
+        ],
+        categories: ['B2B', 'B2C'],
+        icon: <IconCursorClick />,
+    },
+    {
+        key: 'purchase-flow',
+        name: 'Purchase flow',
+        description: 'Watch how users purchase from your website. Look for any areas or steps that cause friction.',
+        variables: [
+            {
+                type: 'pageview',
+                name: 'Purchase page URL',
+                key: 'purchase-page-url',
+                description: 'Complete or partial URL',
+            },
+        ],
+        categories: ['B2C'],
+        icon: <IconHandMoney />,
+    },
+    {
+        key: 'product-search',
+        name: 'Product search',
+        description:
+            'Watch how users search for products on your website. Look for any areas or steps that cause friction.',
+        variables: [
+            {
+                type: 'event',
+                name: 'Product search event',
+                key: 'product-search-event',
+                description: 'The event that indicates a user has searched for something on your website.',
+            },
+        ],
+        categories: ['B2C'],
+        icon: <IconSearch />,
+    },
+    {
+        key: 'experiment',
+        name: 'A/B test results',
+        description: 'Watch how users interact with your A/B test. Look for any areas or steps that cause friction.',
+        variables: [
+            {
+                type: 'flag',
+                name: 'Feature flag',
+                key: 'feature-flag',
+                description: 'The feature flag that you want to observe.',
+            },
+        ],
+        categories: ['More'],
+        icon: <IconFlag />,
+    },
+    {
+        key: 'rageclicks',
+        name: 'Rageclicks',
+        description: 'See where users are "rageclicking" on your website to find things that don\'t work as expected.',
+        variables: [
+            {
+                type: 'event',
+                name: 'Rageclick event',
+                key: 'rageclick-event',
+                description: 'The event that indicates a user has "rageclicked" on your website.',
+                noTouch: true,
+                filterGroup: {
+                    id: '$rageclick',
+                    name: '$rageclick',
+                    type: TaxonomicFilterGroupType.Events,
+                },
+            },
+        ],
+        categories: ['More'],
+        icon: <IconThumbsDown />,
+    },
+    {
+        key: 'scattershot',
+        name: 'Scattershot',
+        description: 'Watch all recent replays, and see where users are getting stuck.',
+        variables: [],
+        categories: ['More'],
+        icon: <IconVideoCamera />,
+    },
+    {
+        key: 'person-property',
+        name: 'Person property',
+        description: 'Watch all replays for users with a specific property, like a specific email address.',
+        variables: [
+            {
+                type: 'person-property',
+                name: 'Person property',
+                key: 'person-property',
+                description: 'The person property that you want to observe.',
+            },
+        ],
+        categories: ['More'],
+        icon: <IconUser />,
+    },
+    {
+        key: 'mobile-devices',
+        name: 'Mobile devices',
+        description: 'Watch all replays from mobile devices to look for problems with your responsive design.',
+        variables: [
+            {
+                type: 'snapshot_source',
+                name: 'Mobile device',
+                key: 'mobile-device',
+                description: 'Users who used your website on a mobile device.',
+                noTouch: true,
+                filterGroup: {
+                    key: 'snapshot_source',
+                    value: ['mobile'],
+                    operator: PropertyOperator.Exact,
+                    type: PropertyFilterType.Recording,
+                },
+            },
+        ],
+        categories: ['More'],
+        icon: <IconPhone />,
+    },
+]
diff --git a/frontend/src/scenes/session-recordings/templates/sessionRecordingTemplatesLogic.tsx b/frontend/src/scenes/session-recordings/templates/sessionRecordingTemplatesLogic.tsx
new file mode 100644
index 0000000000000..4a4af39534656
--- /dev/null
+++ b/frontend/src/scenes/session-recordings/templates/sessionRecordingTemplatesLogic.tsx
@@ -0,0 +1,142 @@
+import { actions, events, kea, key, listeners, path, props, reducers, selectors } from 'kea'
+import { router } from 'kea-router'
+import { urls } from 'scenes/urls'
+
+import {
+    FilterLogicalOperator,
+    PropertyFilterType,
+    PropertyOperator,
+    RecordingUniversalFilters,
+    ReplayTabs,
+    ReplayTemplateCategory,
+    ReplayTemplateType,
+    ReplayTemplateVariableType,
+    UniversalFiltersGroupValue,
+} from '~/types'
+
+import type { sessionReplayTemplatesLogicType } from './sessionRecordingTemplatesLogicType'
+
+const getPageviewFilterValue = (pageview: string): UniversalFiltersGroupValue => {
+    return {
+        key: 'visited_page',
+        value: pageview,
+        operator: PropertyOperator.IContains,
+        type: PropertyFilterType.Recording,
+    }
+}
+
+const getFlagFilterValue = (flag: string): UniversalFiltersGroupValue => {
+    return {
+        id: '$feature_flag_called',
+        name: '$feature_flag_called',
+        type: 'events',
+        properties: [
+            {
+                key: `$feature/${flag}`,
+                type: PropertyFilterType.Event,
+                value: ['false'],
+                operator: PropertyOperator.IsNot,
+            },
+            {
+                key: `$feature/${flag}`,
+                type: PropertyFilterType.Event,
+                value: 'is_set',
+                operator: PropertyOperator.IsSet,
+            },
+            {
+                key: '$feature_flag',
+                type: PropertyFilterType.Event,
+                value: flag,
+                operator: PropertyOperator.Exact,
+            },
+        ],
+    }
+}
+
+export interface ReplayTemplateLogicPropsType {
+    template: ReplayTemplateType
+    // one card can be in multiple categories,
+    // key on the category so that multiple instances of the same card are isolated
+    category: ReplayTemplateCategory
+}
+
+export const sessionReplayTemplatesLogic = kea<sessionReplayTemplatesLogicType>([
+    path(() => ['scenes', 'session-recordings', 'templates', 'sessionReplayTemplatesLogic']),
+    props({} as ReplayTemplateLogicPropsType),
+    key((props) => `${props.category}-${props.template.key}`),
+    actions({
+        setVariables: (variables: ReplayTemplateVariableType[]) => ({ variables }),
+        setVariable: (variable: ReplayTemplateVariableType) => ({ variable }),
+        navigate: true,
+        showVariables: true,
+        hideVariables: true,
+    }),
+    reducers(({ props }) => ({
+        variables: [
+            props.template.variables,
+            {
+                setVariables: (_, { variables }) => variables,
+                setVariable: (state, { variable }) =>
+                    state.map((v) => (v.key === variable.key ? { ...variable, touched: true } : v)),
+            },
+        ],
+        variablesVisible: [
+            false,
+            {
+                showVariables: () => true,
+                hideVariables: () => false,
+            },
+        ],
+    })),
+    selectors({
+        filterGroup: [
+            (s) => [s.variables],
+            (variables) => {
+                const filters = variables
+                    .map((variable) => {
+                        if (variable.type === 'pageview' && variable.value) {
+                            return getPageviewFilterValue(variable.value)
+                        }
+                        if (variable.type === 'flag' && variable.value) {
+                            return getFlagFilterValue(variable.value)
+                        }
+                        if (['snapshot_source', 'event'].includes(variable.type) && variable.filterGroup) {
+                            return variable.filterGroup
+                        }
+                        return undefined
+                    })
+                    .filter((filter): filter is UniversalFiltersGroupValue => filter !== undefined)
+
+                const filterGroup: Partial<RecordingUniversalFilters> = {
+                    filter_group: {
+                        type: FilterLogicalOperator.And,
+                        values: [
+                            {
+                                type: FilterLogicalOperator.And,
+                                values: filters,
+                            },
+                        ],
+                    },
+                    // TODO this should set order on the filter group after https://github.com/PostHog/posthog/pull/25701
+                }
+                return filterGroup
+            },
+        ],
+        areAnyVariablesTouched: [
+            (s) => [s.variables],
+            (variables) => variables.some((v) => v.touched) || variables.some((v) => v.noTouch),
+        ],
+        editableVariables: [(s) => [s.variables], (variables) => variables.filter((v) => !v.noTouch)],
+    }),
+    listeners(({ values }) => ({
+        navigate: () => {
+            const filterGroup = values.variables.length > 0 ? values.filterGroup : undefined
+            router.actions.push(urls.replay(ReplayTabs.Home, filterGroup))
+        },
+    })),
+    events(({ actions, props }) => ({
+        afterMount: () => {
+            actions.setVariables(props.template.variables)
+        },
+    })),
+])
diff --git a/frontend/src/scenes/session-recordings/utils.ts b/frontend/src/scenes/session-recordings/utils.ts
index 273152331b5a4..c7e4f61264ed3 100644
--- a/frontend/src/scenes/session-recordings/utils.ts
+++ b/frontend/src/scenes/session-recordings/utils.ts
@@ -1,6 +1,4 @@
-import { UniversalFiltersGroup, UniversalFilterValue } from 'lib/components/UniversalFilters/UniversalFilters'
-
-import { LegacyRecordingFilters, RecordingUniversalFilters } from '~/types'
+import { LegacyRecordingFilters, RecordingUniversalFilters, UniversalFiltersGroup, UniversalFilterValue } from '~/types'
 
 export const isUniversalFilters = (
     filters: RecordingUniversalFilters | LegacyRecordingFilters
diff --git a/frontend/src/types.ts b/frontend/src/types.ts
index e07f0597a2aac..1b97b03886f54 100644
--- a/frontend/src/types.ts
+++ b/frontend/src/types.ts
@@ -5,7 +5,6 @@ import { ChartDataset, ChartType, InteractionItem } from 'chart.js'
 import { LogicWrapper } from 'kea'
 import { DashboardCompatibleScenes } from 'lib/components/SceneDashboardChoice/sceneDashboardChoiceModalLogic'
 import { TaxonomicFilterGroupType } from 'lib/components/TaxonomicFilter/types'
-import { UniversalFiltersGroup } from 'lib/components/UniversalFilters/UniversalFilters'
 import {
     BIN_COUNT_AUTO,
     DashboardPrivilegeLevel,
@@ -669,6 +668,7 @@ export enum SavedInsightsTabs {
 }
 
 export enum ReplayTabs {
+    Templates = 'templates',
     Home = 'home',
     Playlists = 'playlists',
     Errors = 'errors',
@@ -803,6 +803,7 @@ export interface GroupPropertyFilter extends BasePropertyFilter {
 export interface FeaturePropertyFilter extends BasePropertyFilter {
     type: PropertyFilterType.Feature
     operator: PropertyOperator
+    key: string
 }
 
 export interface HogQLPropertyFilter extends BasePropertyFilter {
@@ -1061,6 +1062,14 @@ export interface RecordingUniversalFilters {
     order?: RecordingsQuery['order']
 }
 
+export interface UniversalFiltersGroup {
+    type: FilterLogicalOperator
+    values: UniversalFiltersGroupValue[]
+}
+
+export type UniversalFiltersGroupValue = UniversalFiltersGroup | UniversalFilterValue
+export type UniversalFilterValue = AnyPropertyFilter | ActionFilter
+
 export type ErrorCluster = {
     cluster: number
     sample: string
@@ -4621,3 +4630,24 @@ export type SessionReplayUrlTriggerConfig = {
     url: string
     matching: 'regex'
 }
+
+export type ReplayTemplateType = {
+    key: string
+    name: string
+    description: string
+    variables: ReplayTemplateVariableType[]
+    categories: ReplayTemplateCategory[]
+    icon?: React.ReactNode
+}
+export type ReplayTemplateCategory = 'B2B' | 'B2C' | 'More'
+
+export type ReplayTemplateVariableType = {
+    type: 'event' | 'flag' | 'pageview' | 'person-property' | 'snapshot_source'
+    name: string
+    key: string
+    touched?: boolean
+    value?: string
+    description?: string
+    filterGroup?: UniversalFiltersGroupValue
+    noTouch?: boolean
+}

From fa8c01474cb4316983ddfb44a28aa745fba31f0a Mon Sep 17 00:00:00 2001
From: Raquel Smith <raquelmsmith@users.noreply.github.com>
Date: Tue, 22 Oct 2024 12:31:01 -0700
Subject: [PATCH 14/14] fix(replay-templates): show event selector button, diff
 mobile filter (#25739)

---
 .../templates/SessionRecordingTemplates.tsx     |  4 ++--
 .../templates/availableTemplates.tsx            | 17 ++++++++++++-----
 2 files changed, 14 insertions(+), 7 deletions(-)

diff --git a/frontend/src/scenes/session-recordings/templates/SessionRecordingTemplates.tsx b/frontend/src/scenes/session-recordings/templates/SessionRecordingTemplates.tsx
index 0af2e410aecc9..8f977d76163df 100644
--- a/frontend/src/scenes/session-recordings/templates/SessionRecordingTemplates.tsx
+++ b/frontend/src/scenes/session-recordings/templates/SessionRecordingTemplates.tsx
@@ -56,11 +56,11 @@ const NestedFilterGroup = ({
                         />
                     )
                 })}
-                {selectOne && filterGroup.values.length === 0 && (
+                {!selectOne || (selectOne && filterGroup.values.length === 0) ? (
                     <div>
                         <UniversalFilters.AddFilterButton title={buttonTitle} type="secondary" size="xsmall" />
                     </div>
-                )}
+                ) : null}
             </div>
         </div>
     )
diff --git a/frontend/src/scenes/session-recordings/templates/availableTemplates.tsx b/frontend/src/scenes/session-recordings/templates/availableTemplates.tsx
index d01e6436142eb..47f5418bb5825 100644
--- a/frontend/src/scenes/session-recordings/templates/availableTemplates.tsx
+++ b/frontend/src/scenes/session-recordings/templates/availableTemplates.tsx
@@ -197,7 +197,7 @@ export const replayTemplates: ReplayTemplateType[] = [
     {
         key: 'mobile-devices',
         name: 'Mobile devices',
-        description: 'Watch all replays from mobile devices to look for problems with your responsive design.',
+        description: 'Watch replays from mobile device web browsers to look for problems with your responsive design.',
         variables: [
             {
                 type: 'snapshot_source',
@@ -206,10 +206,17 @@ export const replayTemplates: ReplayTemplateType[] = [
                 description: 'Users who used your website on a mobile device.',
                 noTouch: true,
                 filterGroup: {
-                    key: 'snapshot_source',
-                    value: ['mobile'],
-                    operator: PropertyOperator.Exact,
-                    type: PropertyFilterType.Recording,
+                    id: '$pageview',
+                    name: '$pageview',
+                    type: 'events',
+                    properties: [
+                        {
+                            key: '$screen_width',
+                            value: '600',
+                            operator: PropertyOperator.LessThan,
+                            type: PropertyFilterType.Event,
+                        },
+                    ],
                 },
             },
         ],