diff --git a/pkg/apiserver/auditing/client.go b/pkg/apiserver/auditing/client.go
index b3ae5a93e..a49cb6c69 100644
--- a/pkg/apiserver/auditing/client.go
+++ b/pkg/apiserver/auditing/client.go
@@ -25,6 +25,7 @@ import (
 	"k8s.io/apimachinery/pkg/runtime"
 	"k8s.io/apimachinery/pkg/types"
 	"k8s.io/apiserver/pkg/apis/audit"
+	"k8s.io/apiserver/pkg/endpoints/responsewriter"
 	"k8s.io/klog/v2"
 	clusterv1alpha1 "kubesphere.io/api/cluster/v1alpha1"
 	"kubesphere.io/api/iam/v1beta1"
@@ -398,6 +399,9 @@ func (a *auditing) eventToBytes(events []*Event) [][]byte {
 	return res
 }
 
+var _ http.ResponseWriter = &ResponseCapture{}
+var _ responsewriter.UserProvidedDecorator = &ResponseCapture{}
+
 type ResponseCapture struct {
 	http.ResponseWriter
 	wroteHeader bool
@@ -413,6 +417,10 @@ func NewResponseCapture(w http.ResponseWriter) *ResponseCapture {
 	}
 }
 
+func (c *ResponseCapture) Unwrap() http.ResponseWriter {
+	return c.ResponseWriter
+}
+
 func (c *ResponseCapture) Header() http.Header {
 	return c.ResponseWriter.Header()
 }
@@ -425,9 +433,6 @@ func (c *ResponseCapture) Write(data []byte) (int, error) {
 	if err != nil {
 		return n, err
 	}
-	if flusher, ok := c.ResponseWriter.(http.Flusher); ok {
-		flusher.Flush()
-	}
 	return n, nil
 }
 
diff --git a/pkg/apiserver/filters/auditing.go b/pkg/apiserver/filters/auditing.go
index 967b15c59..f76b90903 100644
--- a/pkg/apiserver/filters/auditing.go
+++ b/pkg/apiserver/filters/auditing.go
@@ -8,6 +8,7 @@ package filters
 import (
 	"net/http"
 
+	"k8s.io/apiserver/pkg/endpoints/responsewriter"
 	"k8s.io/klog/v2"
 
 	"kubesphere.io/kubesphere/pkg/apiserver/auditing"
@@ -44,7 +45,7 @@ func (a *auditingFilter) ServeHTTP(w http.ResponseWriter, req *http.Request) {
 
 	if event := a.LogRequestObject(req, info); event != nil {
 		resp := auditing.NewResponseCapture(w)
-		a.next.ServeHTTP(resp, req)
+		a.next.ServeHTTP(responsewriter.WrapForHTTP1Or2(resp), req)
 		go a.LogResponseObject(event, resp)
 	} else {
 		a.next.ServeHTTP(w, req)
diff --git a/pkg/apiserver/filters/filters.go b/pkg/apiserver/filters/filters.go
index a0499820a..f50414b99 100644
--- a/pkg/apiserver/filters/filters.go
+++ b/pkg/apiserver/filters/filters.go
@@ -13,6 +13,7 @@ import (
 	"strconv"
 	"time"
 
+	"k8s.io/apiserver/pkg/endpoints/responsewriter"
 	"k8s.io/klog/v2"
 
 	"kubesphere.io/kubesphere/pkg/apiserver/metrics"
@@ -20,12 +21,19 @@ import (
 	"kubesphere.io/kubesphere/pkg/utils/iputil"
 )
 
+var _ http.ResponseWriter = &metaResponseWriter{}
+var _ responsewriter.UserProvidedDecorator = &metaResponseWriter{}
+
 type metaResponseWriter struct {
 	http.ResponseWriter
 	statusCode int
 	size       int
 }
 
+func (r *metaResponseWriter) Unwrap() http.ResponseWriter {
+	return r.ResponseWriter
+}
+
 func newMetaResponseWriter(w http.ResponseWriter) *metaResponseWriter {
 	return &metaResponseWriter{
 		ResponseWriter: w,
@@ -48,9 +56,6 @@ func (r *metaResponseWriter) Write(b []byte) (int, error) {
 	if err != nil {
 		return size, err
 	}
-	if flusher, ok := r.ResponseWriter.(http.Flusher); ok {
-		flusher.Flush()
-	}
 	return size, nil
 }
 
@@ -66,7 +71,8 @@ func WithGlobalFilter(handler http.Handler) http.Handler {
 	return http.HandlerFunc(func(w http.ResponseWriter, req *http.Request) {
 		wrapper := newMetaResponseWriter(w)
 		start := time.Now()
-		handler.ServeHTTP(wrapper, req)
+
+		handler.ServeHTTP(responsewriter.WrapForHTTP1Or2(wrapper), req)
 		elapsedTime := time.Since(start)
 
 		// Record metrics for each request
@@ -94,7 +100,7 @@ func WithGlobalFilter(handler http.Handler) http.Handler {
 			req.Proto,
 			wrapper.statusCode,
 			wrapper.size,
-			elapsedTime.Microseconds(),
+			elapsedTime.Milliseconds(),
 		)
 	})
 }