diff --git a/internal/proxy/impl.go b/internal/proxy/impl.go
index 340b21fa33300..91fe1244b80fc 100644
--- a/internal/proxy/impl.go
+++ b/internal/proxy/impl.go
@@ -3415,21 +3415,8 @@ func (node *Proxy) Flush(ctx context.Context, request *milvuspb.FlushRequest) (*
 // Query get the records by primary keys.
 func (node *Proxy) query(ctx context.Context, qt *queryTask) (*milvuspb.QueryResults, error) {
 	request := qt.request
-	receiveSize := proto.Size(request)
-	metrics.ProxyReceiveBytes.WithLabelValues(
-		strconv.FormatInt(paramtable.GetNodeID(), 10),
-		metrics.QueryLabel,
-		request.GetCollectionName(),
-	).Add(float64(receiveSize))
-
-	metrics.ProxyReceivedNQ.WithLabelValues(
-		strconv.FormatInt(paramtable.GetNodeID(), 10),
-		metrics.SearchLabel,
-		request.GetCollectionName(),
-	).Add(float64(1))
-
-	subLabel := GetCollectionRateSubLabel(request)
-	rateCol.Add(internalpb.RateType_DQLQuery.String(), 1, subLabel)
+	method := "Query"
+	isProxyRequest := GetRequestLabelFromContext(ctx)
 
 	if err := merr.CheckHealthy(node.GetStateCode()); err != nil {
 		return &milvuspb.QueryResults{
@@ -3437,20 +3424,6 @@ func (node *Proxy) query(ctx context.Context, qt *queryTask) (*milvuspb.QueryRes
 		}, nil
 	}
 
-	ctx, sp := otel.Tracer(typeutil.ProxyRole).Start(ctx, "Proxy-Query")
-	defer sp.End()
-	tr := timerecord.NewTimeRecorder("Query")
-
-	method := "Query"
-
-	metrics.ProxyFunctionCall.WithLabelValues(
-		strconv.FormatInt(paramtable.GetNodeID(), 10),
-		method,
-		metrics.TotalLabel,
-		request.GetDbName(),
-		request.GetCollectionName(),
-	).Inc()
-
 	log := log.Ctx(ctx).With(
 		zap.String("role", typeutil.ProxyRole),
 		zap.String("db", request.DbName),
@@ -3458,6 +3431,16 @@ func (node *Proxy) query(ctx context.Context, qt *queryTask) (*milvuspb.QueryRes
 		zap.Strings("partitions", request.PartitionNames),
 	)
 
+	log.Debug(
+		rpcReceived(method),
+		zap.String("expr", request.Expr),
+		zap.Strings("OutputFields", request.OutputFields),
+		zap.Uint64("travel_timestamp", request.TravelTimestamp),
+		zap.Uint64("guarantee_timestamp", request.GuaranteeTimestamp),
+	)
+
+	tr := timerecord.NewTimeRecorder(method)
+
 	defer func() {
 		span := tr.ElapseSpan()
 		if span >= paramtable.Get().ProxyCfg.SlowQuerySpanInSeconds.GetAsDuration(time.Second) {
@@ -3475,27 +3458,21 @@ func (node *Proxy) query(ctx context.Context, qt *queryTask) (*milvuspb.QueryRes
 		}
 	}()
 
-	log.Debug(
-		rpcReceived(method),
-		zap.String("expr", request.Expr),
-		zap.Strings("OutputFields", request.OutputFields),
-		zap.Uint64("travel_timestamp", request.TravelTimestamp),
-		zap.Uint64("guarantee_timestamp", request.GuaranteeTimestamp),
-	)
-
 	if err := node.sched.dqQueue.Enqueue(qt); err != nil {
 		log.Warn(
 			rpcFailedToEnqueue(method),
 			zap.Error(err),
 		)
 
-		metrics.ProxyFunctionCall.WithLabelValues(
-			strconv.FormatInt(paramtable.GetNodeID(), 10),
-			method,
-			metrics.AbandonLabel,
-			request.GetDbName(),
-			request.GetCollectionName(),
-		).Inc()
+		if isProxyRequest {
+			metrics.ProxyFunctionCall.WithLabelValues(
+				strconv.FormatInt(paramtable.GetNodeID(), 10),
+				method,
+				metrics.AbandonLabel,
+				request.GetDbName(),
+				request.GetCollectionName(),
+			).Inc()
+		}
 
 		return &milvuspb.QueryResults{
 			Status: merr.Status(err),
@@ -3510,45 +3487,36 @@ func (node *Proxy) query(ctx context.Context, qt *queryTask) (*milvuspb.QueryRes
 			rpcFailedToWaitToFinish(method),
 			zap.Error(err))
 
-		metrics.ProxyFunctionCall.WithLabelValues(strconv.FormatInt(paramtable.GetNodeID(), 10), method,
-			metrics.FailLabel, request.GetDbName(), request.GetCollectionName()).Inc()
+		if isProxyRequest {
+			metrics.ProxyFunctionCall.WithLabelValues(strconv.FormatInt(paramtable.GetNodeID(), 10), method,
+				metrics.FailLabel, request.GetDbName(), request.GetCollectionName()).Inc()
+		}
 
 		return &milvuspb.QueryResults{
 			Status: merr.Status(err),
 		}, nil
 	}
-	span := tr.CtxRecord(ctx, "wait query result")
-	metrics.ProxyWaitForSearchResultLatency.WithLabelValues(
-		strconv.FormatInt(paramtable.GetNodeID(), 10),
-		metrics.QueryLabel,
-	).Observe(float64(span.Milliseconds()))
 
-	log.Debug(rpcDone(method))
-
-	metrics.ProxyFunctionCall.WithLabelValues(
-		strconv.FormatInt(paramtable.GetNodeID(), 10),
-		method,
-		metrics.SuccessLabel,
-		request.GetDbName(),
-		request.GetCollectionName(),
-	).Inc()
-
-	metrics.ProxySQLatency.WithLabelValues(
-		strconv.FormatInt(paramtable.GetNodeID(), 10),
-		metrics.QueryLabel,
-		request.GetDbName(),
-		request.GetCollectionName(),
-	).Observe(float64(tr.ElapseSpan().Milliseconds()))
+	if isProxyRequest {
+		span := tr.CtxRecord(ctx, "wait query result")
+		metrics.ProxyWaitForSearchResultLatency.WithLabelValues(
+			strconv.FormatInt(paramtable.GetNodeID(), 10),
+			metrics.QueryLabel,
+		).Observe(float64(span.Milliseconds()))
 
-	metrics.ProxyCollectionSQLatency.WithLabelValues(
-		strconv.FormatInt(paramtable.GetNodeID(), 10),
-		metrics.QueryLabel,
-		request.CollectionName,
-	).Observe(float64(tr.ElapseSpan().Milliseconds()))
+		metrics.ProxySQLatency.WithLabelValues(
+			strconv.FormatInt(paramtable.GetNodeID(), 10),
+			metrics.QueryLabel,
+			request.GetDbName(),
+			request.GetCollectionName(),
+		).Observe(float64(tr.ElapseSpan().Milliseconds()))
 
-	sentSize := proto.Size(qt.result)
-	rateCol.Add(metricsinfo.ReadResultThroughput, float64(sentSize), subLabel)
-	metrics.ProxyReadReqSendBytes.WithLabelValues(strconv.FormatInt(paramtable.GetNodeID(), 10)).Add(float64(sentSize))
+		metrics.ProxyCollectionSQLatency.WithLabelValues(
+			strconv.FormatInt(paramtable.GetNodeID(), 10),
+			metrics.QueryLabel,
+			request.CollectionName,
+		).Observe(float64(tr.ElapseSpan().Milliseconds()))
+	}
 
 	return qt.result, nil
 }
@@ -3570,22 +3538,73 @@ func (node *Proxy) Query(ctx context.Context, request *milvuspb.QueryRequest) (*
 		lb:                  node.lbPolicy,
 		mustUsePartitionKey: Params.ProxyCfg.MustUsePartitionKey.GetAsBool(),
 	}
+
+	subLabel := GetCollectionRateSubLabel(request)
+	receiveSize := proto.Size(request)
+	metrics.ProxyReceiveBytes.WithLabelValues(
+		strconv.FormatInt(paramtable.GetNodeID(), 10),
+		metrics.QueryLabel,
+		request.GetCollectionName(),
+	).Add(float64(receiveSize))
+	metrics.ProxyReceivedNQ.WithLabelValues(
+		strconv.FormatInt(paramtable.GetNodeID(), 10),
+		metrics.SearchLabel,
+		request.GetCollectionName(),
+	).Add(float64(1))
+
+	rateCol.Add(internalpb.RateType_DQLQuery.String(), 1, subLabel)
+
+	if err := merr.CheckHealthy(node.GetStateCode()); err != nil {
+		return &milvuspb.QueryResults{
+			Status: merr.Status(err),
+		}, nil
+	}
+
+	ctx, sp := otel.Tracer(typeutil.ProxyRole).Start(ctx, "Proxy-Query")
+	defer sp.End()
+	method := "Query"
+
+	metrics.ProxyFunctionCall.WithLabelValues(
+		strconv.FormatInt(paramtable.GetNodeID(), 10),
+		method,
+		metrics.TotalLabel,
+		request.GetDbName(),
+		request.GetCollectionName(),
+	).Inc()
+
+	ctx = SetRequestLabelForContext(ctx)
 	res, err := node.query(ctx, qt)
-	if merr.Ok(res.Status) && err == nil {
-		username := GetCurUserFromContextOrDefault(ctx)
-		nodeID := paramtable.GetStringNodeID()
-		v := Extension.Report(map[string]any{
-			hookutil.OpTypeKey:          hookutil.OpTypeQuery,
-			hookutil.DatabaseKey:        request.DbName,
-			hookutil.UsernameKey:        username,
-			hookutil.ResultDataSizeKey:  proto.Size(res),
-			hookutil.RelatedDataSizeKey: qt.totalRelatedDataSize,
-			hookutil.RelatedCntKey:      qt.allQueryCnt,
-		})
-		SetReportValue(res.Status, v)
-		metrics.ProxyReportValue.WithLabelValues(nodeID, hookutil.OpTypeQuery, request.DbName, username).Add(float64(v))
+	if err != nil || !merr.Ok(res.Status) {
+		return res, err
 	}
-	return res, err
+
+	log.Debug(rpcDone(method))
+
+	metrics.ProxyFunctionCall.WithLabelValues(
+		strconv.FormatInt(paramtable.GetNodeID(), 10),
+		method,
+		metrics.SuccessLabel,
+		request.GetDbName(),
+		request.GetCollectionName(),
+	).Inc()
+
+	sentSize := proto.Size(qt.result)
+	rateCol.Add(metricsinfo.ReadResultThroughput, float64(sentSize), subLabel)
+	metrics.ProxyReadReqSendBytes.WithLabelValues(strconv.FormatInt(paramtable.GetNodeID(), 10)).Add(float64(sentSize))
+
+	username := GetCurUserFromContextOrDefault(ctx)
+	nodeID := paramtable.GetStringNodeID()
+	v := Extension.Report(map[string]any{
+		hookutil.OpTypeKey:          hookutil.OpTypeQuery,
+		hookutil.DatabaseKey:        request.DbName,
+		hookutil.UsernameKey:        username,
+		hookutil.ResultDataSizeKey:  proto.Size(res),
+		hookutil.RelatedDataSizeKey: qt.totalRelatedDataSize,
+		hookutil.RelatedCntKey:      qt.allQueryCnt,
+	})
+	SetReportValue(res.Status, v)
+	metrics.ProxyReportValue.WithLabelValues(nodeID, hookutil.OpTypeQuery, request.DbName, username).Add(float64(v))
+	return res, nil
 }
 
 // CreateAlias create alias for collection, then you can search the collection with alias.
diff --git a/internal/proxy/util.go b/internal/proxy/util.go
index 0e6b373f27dc4..8982a17800aca 100644
--- a/internal/proxy/util.go
+++ b/internal/proxy/util.go
@@ -1620,3 +1620,22 @@ func GetCostValue(status *commonpb.Status) int {
 	}
 	return value
 }
+
+type isProxyRequestKeyType struct{}
+
+var ctxProxyRequestKey = isProxyRequestKeyType{}
+
+func SetRequestLabelForContext(ctx context.Context) context.Context {
+	return context.WithValue(ctx, ctxProxyRequestKey, true)
+}
+
+func GetRequestLabelFromContext(ctx context.Context) bool {
+	if ctx == nil {
+		return false
+	}
+	v := ctx.Value(ctxProxyRequestKey)
+	if v == nil {
+		return false
+	}
+	return v.(bool)
+}
diff --git a/internal/proxy/util_test.go b/internal/proxy/util_test.go
index 2d066d0f99add..46b3189351a0b 100644
--- a/internal/proxy/util_test.go
+++ b/internal/proxy/util_test.go
@@ -2294,3 +2294,24 @@ func TestGetCostValue(t *testing.T) {
 		assert.Equal(t, 100, cost)
 	})
 }
+
+func TestRequestLabelWithContext(t *testing.T) {
+	ctx := context.Background()
+
+	{
+		label := GetRequestLabelFromContext(ctx)
+		assert.False(t, label)
+	}
+
+	ctx = SetRequestLabelForContext(ctx)
+	{
+		label := GetRequestLabelFromContext(ctx)
+		assert.True(t, label)
+	}
+
+	{
+		// nolint
+		label := GetRequestLabelFromContext(nil)
+		assert.False(t, label)
+	}
+}