diff --git a/changelog.d/6869.misc b/changelog.d/6869.misc
new file mode 100644
index 000000000..14f88f9bb
--- /dev/null
+++ b/changelog.d/6869.misc
@@ -0,0 +1 @@
+Remove unused `get_room_stats_state` method.
diff --git a/synapse/storage/data_stores/main/stats.py b/synapse/storage/data_stores/main/stats.py
index 7af1495e4..380c1ec7d 100644
--- a/synapse/storage/data_stores/main/stats.py
+++ b/synapse/storage/data_stores/main/stats.py
@@ -271,31 +271,6 @@ class StatsStore(StateDeltasStore):
 
         return slice_list
 
-    def get_room_stats_state(self, room_id):
-        """
-        Returns the current room_stats_state for a room.
-
-        Args:
-            room_id (str): The ID of the room to return state for.
-
-        Returns (dict):
-            Dictionary containing these keys:
-                "name", "topic", "canonical_alias", "avatar", "join_rules",
-                "history_visibility"
-        """
-        return self.db.simple_select_one(
-            "room_stats_state",
-            {"room_id": room_id},
-            retcols=(
-                "name",
-                "topic",
-                "canonical_alias",
-                "avatar",
-                "join_rules",
-                "history_visibility",
-            ),
-        )
-
     @cached()
     def get_earliest_token_for_stats(self, stats_type, id):
         """