diff --git a/server/src/main/java/org/opensearch/index/seqno/ReplicationTracker.java b/server/src/main/java/org/opensearch/index/seqno/ReplicationTracker.java
index 94f376d923689..3a1faa2b9bcde 100644
--- a/server/src/main/java/org/opensearch/index/seqno/ReplicationTracker.java
+++ b/server/src/main/java/org/opensearch/index/seqno/ReplicationTracker.java
@@ -71,6 +71,7 @@
 import java.util.List;
 import java.util.Map;
 import java.util.Objects;
+import java.util.Optional;
 import java.util.OptionalLong;
 import java.util.Set;
 import java.util.concurrent.atomic.AtomicLong;
@@ -1232,10 +1233,17 @@ private void createReplicationLagTimers() {
             final String allocationId = entry.getKey();
             if (allocationId.equals(this.shardAllocationId) == false) {
                 final CheckpointState cps = entry.getValue();
+                Optional<ShardRouting> shardRouting = replicationGroup.getRoutingTable()
+                    .shards()
+                    .stream()
+                    .filter(routing -> routing.allocationId().getId().equals(allocationId))
+                    .findAny();
                 // if the shard is in checkpoints but is unavailable or out of sync we will not track its replication state.
                 // it is possible for a shard to be in-sync but not yet removed from the checkpoints collection after a failover event.
                 if (cps.inSync
                     && replicationGroup.getUnavailableInSyncShards().contains(allocationId) == false
+                    && shardRouting.isPresent()
+                    && shardRouting.get().primary() == false
                     && latestReplicationCheckpoint.isAheadOf(cps.visibleReplicationCheckpoint)) {
                     cps.checkpointTimers.computeIfAbsent(latestReplicationCheckpoint, ignored -> new SegmentReplicationLagTimer());
                     logger.trace(
@@ -1287,11 +1295,18 @@ public synchronized Set<SegmentReplicationShardStats> getSegmentReplicationStats
                 .stream()
                 // filter out this shard's allocation id, any shards that are out of sync or unavailable (shard marked in-sync but has not
                 // been assigned to a node).
-                .filter(
-                    entry -> entry.getKey().equals(this.shardAllocationId) == false
+                .filter(entry -> {
+                    Optional<ShardRouting> shardRouting = replicationGroup.getRoutingTable()
+                        .shards()
+                        .stream()
+                        .filter(routing -> routing.allocationId().getId().equals(entry.getKey()))
+                        .findAny();
+                    return entry.getKey().equals(this.shardAllocationId) == false
                         && entry.getValue().inSync
                         && replicationGroup.getUnavailableInSyncShards().contains(entry.getKey()) == false
-                )
+                        && shardRouting.isPresent()
+                        && shardRouting.get().primary() == false;
+                })
                 .map(entry -> buildShardStats(entry.getKey(), entry.getValue()))
                 .collect(Collectors.toUnmodifiableSet());
         }
diff --git a/server/src/test/java/org/opensearch/index/seqno/ReplicationTrackerTests.java b/server/src/test/java/org/opensearch/index/seqno/ReplicationTrackerTests.java
index 28c95ddf13fc4..6783cb391e981 100644
--- a/server/src/test/java/org/opensearch/index/seqno/ReplicationTrackerTests.java
+++ b/server/src/test/java/org/opensearch/index/seqno/ReplicationTrackerTests.java
@@ -1907,6 +1907,92 @@ public void testSegmentReplicationCheckpointTracking() {
         }
     }
 
+    public void testSegmentReplicationCheckpointForRelocatingPrimary() {
+        Settings settings = Settings.builder().put(SETTING_REPLICATION_TYPE, ReplicationType.SEGMENT).build();
+        final long initialClusterStateVersion = randomNonNegativeLong();
+        final int numberOfActiveAllocationsIds = randomIntBetween(2, 2);
+        final int numberOfInitializingIds = randomIntBetween(2, 2);
+        final Tuple<Set<AllocationId>, Set<AllocationId>> activeAndInitializingAllocationIds = randomActiveAndInitializingAllocationIds(
+            numberOfActiveAllocationsIds,
+            numberOfInitializingIds
+        );
+        final Set<AllocationId> activeAllocationIds = activeAndInitializingAllocationIds.v1();
+        final Set<AllocationId> initializingIds = activeAndInitializingAllocationIds.v2();
+
+        AllocationId targetAllocationId = initializingIds.iterator().next();
+        AllocationId primaryId = activeAllocationIds.iterator().next();
+        String relocatingToNodeId = nodeIdFromAllocationId(targetAllocationId);
+
+        logger.info("--> activeAllocationIds {} Primary {}", activeAllocationIds, primaryId.getId());
+        logger.info("--> initializingIds {} Target {}", initializingIds, targetAllocationId);
+
+        final ShardId shardId = new ShardId("test", "_na_", 0);
+        final IndexShardRoutingTable.Builder builder = new IndexShardRoutingTable.Builder(shardId);
+        for (final AllocationId initializingId : initializingIds) {
+            boolean primaryRelocationTarget = initializingId.equals(targetAllocationId);
+            builder.addShard(
+                TestShardRouting.newShardRouting(
+                    shardId,
+                    nodeIdFromAllocationId(initializingId),
+                    null,
+                    primaryRelocationTarget,
+                    ShardRoutingState.INITIALIZING,
+                    initializingId
+                )
+            );
+        }
+        builder.addShard(
+            TestShardRouting.newShardRouting(
+                shardId,
+                nodeIdFromAllocationId(primaryId),
+                relocatingToNodeId,
+                true,
+                ShardRoutingState.STARTED,
+                primaryId
+            )
+        );
+        IndexShardRoutingTable routingTable = builder.build();
+        final ReplicationTracker tracker = newTracker(primaryId, settings);
+        tracker.updateFromClusterManager(initialClusterStateVersion, ids(activeAllocationIds), routingTable);
+        tracker.activatePrimaryMode(NO_OPS_PERFORMED);
+        assertThat(tracker.getReplicationGroup().getInSyncAllocationIds(), equalTo(ids(activeAllocationIds)));
+        assertThat(tracker.getReplicationGroup().getRoutingTable(), equalTo(routingTable));
+        assertTrue(activeAllocationIds.stream().allMatch(a -> tracker.getTrackedLocalCheckpointForShard(a.getId()).inSync));
+        initializingIds.forEach(aId -> markAsTrackingAndInSyncQuietly(tracker, aId.getId(), NO_OPS_PERFORMED));
+
+        final StoreFileMetadata segment_1 = new StoreFileMetadata("segment_1", 5L, "abcd", Version.LATEST);
+        final ReplicationCheckpoint initialCheckpoint = new ReplicationCheckpoint(
+            tracker.shardId(),
+            0L,
+            1,
+            1,
+            5L,
+            Codec.getDefault().getName(),
+            Map.of("segment_1", segment_1)
+        );
+        tracker.setLatestReplicationCheckpoint(initialCheckpoint);
+        tracker.startReplicationLagTimers(initialCheckpoint);
+
+        final Set<String> expectedIds = ids(initializingIds);
+
+        Set<SegmentReplicationShardStats> groupStats = tracker.getSegmentReplicationStats();
+        assertEquals(expectedIds.size() - 1, groupStats.size());
+        for (SegmentReplicationShardStats shardStat : groupStats) {
+            assertEquals(1, shardStat.getCheckpointsBehindCount());
+            assertEquals(5L, shardStat.getBytesBehindCount());
+            assertTrue(shardStat.getCurrentReplicationLagMillis() >= shardStat.getCurrentReplicationTimeMillis());
+        }
+
+        // simulate replicas moved up to date.
+        // final Map<String, ReplicationTracker.CheckpointState> checkpoints = tracker.checkpoints;
+        // for (String id : expectedIds) {
+        // final ReplicationTracker.CheckpointState checkpointState = checkpoints.get(id);
+        // assertEquals(3, checkpointState.checkpointTimers.size());
+        // tracker.updateVisibleCheckpointForShard(id, initialCheckpoint);
+        // assertEquals(2, checkpointState.checkpointTimers.size());
+        // }
+    }
+
     public void testSegmentReplicationCheckpointTrackingInvalidAllocationIDs() {
         Settings settings = Settings.builder().put(SETTING_REPLICATION_TYPE, ReplicationType.SEGMENT).build();
         final long initialClusterStateVersion = randomNonNegativeLong();