diff --git a/apps/emqx_durable_storage/src/emqx_ds_replication_layer_egress.erl b/apps/emqx_durable_storage/src/emqx_ds_replication_layer_egress.erl
index 1b2ac30dd..9651c029e 100644
--- a/apps/emqx_durable_storage/src/emqx_ds_replication_layer_egress.erl
+++ b/apps/emqx_durable_storage/src/emqx_ds_replication_layer_egress.erl
@@ -179,14 +179,18 @@ terminate(_Reason, _S) ->
 -define(COOLDOWN_MAX, 5000).
 
 do_flush(
-    S = #s{queue = Q, pending_replies = Replies, db = DB, shard = Shard}
+    S = #s{queue = Q, pending_replies = Replies, db = DB, shard = Shard, metrics_id = Metrics}
 ) ->
     Messages = queue:to_list(Q),
-    case emqx_ds_replication_layer:ra_store_batch(DB, Shard, Messages) of
+    T0 = erlang:monotonic_time(microsecond),
+    Result = emqx_ds_replication_layer:ra_store_batch(DB, Shard, Messages),
+    T1 = erlang:monotonic_time(microsecond),
+    emqx_ds_builtin_metrics:observe_egress_flush_time(Metrics, T1 - T0),
+    case Result of
         ok ->
-            emqx_ds_builtin_metrics:inc_egress_batches(S#s.metrics_id),
-            emqx_ds_builtin_metrics:inc_egress_messages(S#s.metrics_id, S#s.n),
-            emqx_ds_builtin_metrics:inc_egress_bytes(S#s.metrics_id, S#s.n_bytes),
+            emqx_ds_builtin_metrics:inc_egress_batches(Metrics),
+            emqx_ds_builtin_metrics:inc_egress_messages(Metrics, S#s.n),
+            emqx_ds_builtin_metrics:inc_egress_bytes(Metrics, S#s.n_bytes),
             lists:foreach(fun(From) -> gen_server:reply(From, ok) end, Replies),
             ?tp(
                 emqx_ds_replication_layer_egress_flush,