diff --git a/crates/ryo3-sqlformat/src/lib.rs b/crates/ryo3-sqlformat/src/lib.rs
index b3bb438..44c9484 100644
--- a/crates/ryo3-sqlformat/src/lib.rs
+++ b/crates/ryo3-sqlformat/src/lib.rs
@@ -14,11 +14,11 @@
 #![allow(clippy::module_name_repetitions)]
 #![allow(clippy::unused_self)]
 
-use std::collections::HashMap;
-
 use pyo3::prelude::PyModule;
 use pyo3::prelude::*;
 use sqlformat::{self, QueryParams};
+use std::collections::{BTreeMap, HashMap};
+use std::hash::{Hash, Hasher};
 
 #[pyclass(name = "SqlfmtQueryParams", module = "ryo3")]
 #[derive(Debug, Clone)]
@@ -33,16 +33,16 @@ impl PySqlfmtQueryParams {
         sqlfmt_params(Some(params))
     }
 
-    fn __str__(&self) -> String {
+    fn __repr__(&self) -> String {
         match &self.params {
             QueryParams::Named(p) => {
                 // collect into string for display
                 let s = p
                     .iter()
-                    .map(|(k, v)| format!("(\"{k}, \"{v}\")"))
+                    .map(|(k, v)| format!("\"{k}\": \"{v}\""))
                     .collect::<Vec<String>>()
                     .join(", ");
-                format!("SqlfmtQueryParams({s})")
+                format!("SqlfmtQueryParams({{{s}}})")
             }
             QueryParams::Indexed(p) => {
                 let s = p
@@ -55,6 +55,59 @@ impl PySqlfmtQueryParams {
             QueryParams::None => String::from("SqlfmtQueryParams(None)"),
         }
     }
+
+    fn __str__(&self) -> String {
+        self.__repr__()
+    }
+
+    fn __len__(&self) -> usize {
+        match &self.params {
+            QueryParams::Named(p) => p.len(),
+            QueryParams::Indexed(p) => p.len(),
+            QueryParams::None => 0,
+        }
+    }
+
+    fn __eq__(&self, other: &PySqlfmtQueryParams) -> bool {
+        match (&self.params, &other.params) {
+            (QueryParams::Named(p1), QueryParams::Named(p2)) => {
+                // make 2 treeeeees...
+                let p1: HashMap<&str, &str> =
+                    p1.iter().map(|(k, v)| (k.as_str(), v.as_str())).collect();
+                let p2: HashMap<&str, &str> =
+                    p2.iter().map(|(k, v)| (k.as_str(), v.as_str())).collect();
+                p1 == p2
+            }
+            (QueryParams::Indexed(p1), QueryParams::Indexed(p2)) => p1 == p2,
+            (QueryParams::None, QueryParams::None) => true,
+            _ => false,
+        }
+    }
+
+    fn __ne__(&self, other: &PySqlfmtQueryParams) -> bool {
+        !self.__eq__(other)
+    }
+
+    fn __hash__(&self) -> PyResult<u64> {
+        let mut hasher = std::collections::hash_map::DefaultHasher::new();
+        match &self.params {
+            QueryParams::Named(p) => {
+                let p: BTreeMap<&str, &str> =
+                    p.iter().map(|(k, v)| (k.as_str(), v.as_str())).collect();
+                for (k, v) in p.iter() {
+                    k.hash(&mut hasher);
+                    v.hash(&mut hasher);
+                }
+            }
+            QueryParams::Indexed(p) => {
+                for v in p.iter() {
+                    v.hash(&mut hasher);
+                }
+            }
+            QueryParams::None => {}
+        }
+        Ok(hasher.finish())
+    }
 }
 
 impl From<Vec<(String, String)>> for PySqlfmtQueryParams {
diff --git a/tests/sqlformat/__init__.py b/tests/sqlformat/__init__.py
new file mode 100644
index 0000000..9d48db4
--- /dev/null
+++ b/tests/sqlformat/__init__.py
@@ -0,0 +1 @@
+from __future__ import annotations
diff --git a/tests/test_sqlfmt.py b/tests/sqlformat/test_sqlfmt.py
similarity index 100%
rename from tests/test_sqlfmt.py
rename to tests/sqlformat/test_sqlfmt.py
diff --git a/tests/sqlformat/test_sqlparams.py b/tests/sqlformat/test_sqlparams.py
new file mode 100644
index 0000000..1b98767
--- /dev/null
+++ b/tests/sqlformat/test_sqlparams.py
@@ -0,0 +1,32 @@
+import ry
+
+params_list: list[tuple[str, int | str | float]] = [
+    ("zoom_level", "0"),
+    ("tile_column", 0),
+    ("tile_row", "0"),
+]
+
+params_arr = [
+    params_list,
+    [("zoom_level", "0"), ("tile_column", "0"), ("tile_row", "0")],
+    {"zoom_level": "0", "tile_column": "0", "tile_row": "0"},
+    {"zoom_level": 0, "tile_column": 0, "tile_row": 0},
+]
+
+import pytest
+
+
+@pytest.mark.parametrize("params", params_arr)
+def test_sqlparams(params):
+    sqlfmt_params_obj = ry.sqlfmt_params(
+        params,
+    )
+
+    # test the repr
+    repr_str = "ry." + repr(sqlfmt_params_obj)
+    print(repr_str)
+    # exec
+    round_tripped = eval(repr_str)
+    print("ry." + repr(round_tripped))
+    assert sqlfmt_params_obj == round_tripped
+    assert hash(sqlfmt_params_obj) == hash(round_tripped)