diff --git a/homeassistant/components/recorder/statistics.py b/homeassistant/components/recorder/statistics.py
index fece82b4ff6..294c5217623 100644
--- a/homeassistant/components/recorder/statistics.py
+++ b/homeassistant/components/recorder/statistics.py
@@ -987,6 +987,7 @@ def list_statistic_ids(
     period.
     """
     result = {}
+    statistic_ids_set = set(statistic_ids) if statistic_ids else None
 
     # Query the database
     with session_scope(hass=hass) as session:
@@ -1009,26 +1010,31 @@ def list_statistic_ids(
             for _, meta in metadata.values()
         }
 
-    # Query all integrations with a registered recorder platform
-    for platform in hass.data[DOMAIN].recorder_platforms.values():
-        if not hasattr(platform, "list_statistic_ids"):
-            continue
-        platform_statistic_ids = platform.list_statistic_ids(
-            hass, statistic_ids=statistic_ids, statistic_type=statistic_type
-        )
-
-        for key, meta in platform_statistic_ids.items():
-            if key in result:
+    if not statistic_ids_set or statistic_ids_set.difference(result):
+        # If we want all statistic_ids, or some are missing, we need to query
+        # the integrations for the missing ones.
+        #
+        # Query all integrations with a registered recorder platform
+        for platform in hass.data[DOMAIN].recorder_platforms.values():
+            if not hasattr(platform, "list_statistic_ids"):
                 continue
-            result[key] = {
-                "display_unit_of_measurement": meta["unit_of_measurement"],
-                "has_mean": meta["has_mean"],
-                "has_sum": meta["has_sum"],
-                "name": meta["name"],
-                "source": meta["source"],
-                "unit_class": _get_unit_class(meta["unit_of_measurement"]),
-                "unit_of_measurement": meta["unit_of_measurement"],
-            }
+            platform_statistic_ids = platform.list_statistic_ids(
+                hass, statistic_ids=statistic_ids, statistic_type=statistic_type
+            )
+
+            for key, meta in platform_statistic_ids.items():
+                if key in result:
+                    # The database has a higher priority than the integration
+                    continue
+                result[key] = {
+                    "display_unit_of_measurement": meta["unit_of_measurement"],
+                    "has_mean": meta["has_mean"],
+                    "has_sum": meta["has_sum"],
+                    "name": meta["name"],
+                    "source": meta["source"],
+                    "unit_class": _get_unit_class(meta["unit_of_measurement"]),
+                    "unit_of_measurement": meta["unit_of_measurement"],
+                }
 
     # Return a list of statistic_id + metadata
     return [