diff --git a/apm-sniffer/apm-sdk-plugin/feign-default-http-9.x-plugin/src/main/java/org/apache/skywalking/apm/plugin/feign/http/v9/DefaultHttpClientInterceptor.java b/apm-sniffer/apm-sdk-plugin/feign-default-http-9.x-plugin/src/main/java/org/apache/skywalking/apm/plugin/feign/http/v9/DefaultHttpClientInterceptor.java
index eef05b7efa6b2c55d441a3d5793d6fd143412746..738a889aa4c2448550e6e37b8a5f4026346dabe6 100644
--- a/apm-sniffer/apm-sdk-plugin/feign-default-http-9.x-plugin/src/main/java/org/apache/skywalking/apm/plugin/feign/http/v9/DefaultHttpClientInterceptor.java
+++ b/apm-sniffer/apm-sdk-plugin/feign-default-http-9.x-plugin/src/main/java/org/apache/skywalking/apm/plugin/feign/http/v9/DefaultHttpClientInterceptor.java
@@ -114,7 +114,7 @@ public class DefaultHttpClientInterceptor implements InstanceMethodsAroundInterc
             AbstractSpan span = ContextManager.activeSpan();
             if (statusCode >= 400) {
                 span.errorOccurred();
-                Tags.STATUS_CODE.set(span, statusCode + "");
+                Tags.STATUS_CODE.set(span, Integer.toString(statusCode));
             }
         }
 
diff --git a/apm-sniffer/apm-sdk-plugin/httpasyncclient-4.x-plugin/src/main/java/org/apache/skywalking/apm/plugin/httpasyncclient/v4/wrapper/HttpAsyncResponseConsumerWrapper.java b/apm-sniffer/apm-sdk-plugin/httpasyncclient-4.x-plugin/src/main/java/org/apache/skywalking/apm/plugin/httpasyncclient/v4/wrapper/HttpAsyncResponseConsumerWrapper.java
index b9363e8a9c29e5e9bdbb5fe79bd0940ba675e8c5..5ff3b74026f0d152db4617bf1173b26b9d9553db 100644
--- a/apm-sniffer/apm-sdk-plugin/httpasyncclient-4.x-plugin/src/main/java/org/apache/skywalking/apm/plugin/httpasyncclient/v4/wrapper/HttpAsyncResponseConsumerWrapper.java
+++ b/apm-sniffer/apm-sdk-plugin/httpasyncclient-4.x-plugin/src/main/java/org/apache/skywalking/apm/plugin/httpasyncclient/v4/wrapper/HttpAsyncResponseConsumerWrapper.java
@@ -49,8 +49,8 @@ public class HttpAsyncResponseConsumerWrapper<T> implements HttpAsyncResponseCon
     public void responseReceived(HttpResponse response) throws IOException, HttpException {
         if (ContextManager.isActive()) {
             int statusCode = response.getStatusLine().getStatusCode();
-            if (statusCode > 400) {
-                AbstractSpan span = ContextManager.activeSpan();
+            if (statusCode >= 400) {
+                AbstractSpan span = ContextManager.activeSpan().errorOccurred();
                 Tags.STATUS_CODE.set(span, String.valueOf(statusCode));
             }
             ContextManager.stopSpan();
diff --git a/apm-sniffer/apm-sdk-plugin/spring-plugins/webflux-5.x-plugin/src/main/java/org/apache/skywalking/apm/plugin/spring/webflux/v5/StatusInterceptor.java b/apm-sniffer/apm-sdk-plugin/spring-plugins/webflux-5.x-plugin/src/main/java/org/apache/skywalking/apm/plugin/spring/webflux/v5/StatusInterceptor.java
index e2717657af53b50b05520418c8e932b2e7fcfe96..f29032d497a42c7b3726611de589a11715f5da18 100644
--- a/apm-sniffer/apm-sdk-plugin/spring-plugins/webflux-5.x-plugin/src/main/java/org/apache/skywalking/apm/plugin/spring/webflux/v5/StatusInterceptor.java
+++ b/apm-sniffer/apm-sdk-plugin/spring-plugins/webflux-5.x-plugin/src/main/java/org/apache/skywalking/apm/plugin/spring/webflux/v5/StatusInterceptor.java
@@ -18,19 +18,20 @@
 package org.apache.skywalking.apm.plugin.spring.webflux.v5;
 
 import io.netty.handler.codec.http.HttpResponseStatus;
-import java.lang.reflect.Method;
 import org.apache.skywalking.apm.agent.core.context.ContextManager;
 import org.apache.skywalking.apm.agent.core.context.tag.Tags;
 import org.apache.skywalking.apm.agent.core.plugin.interceptor.enhance.EnhancedInstance;
 import org.apache.skywalking.apm.agent.core.plugin.interceptor.enhance.InstanceMethodsAroundInterceptor;
 import org.apache.skywalking.apm.agent.core.plugin.interceptor.enhance.MethodInterceptResult;
 
+import java.lang.reflect.Method;
+
 public class StatusInterceptor implements InstanceMethodsAroundInterceptor {
     @Override
     public void beforeMethod(EnhancedInstance objInst, Method method, Object[] allArguments, Class<?>[] argumentsTypes,
         MethodInterceptResult result) throws Throwable {
         HttpResponseStatus status = (HttpResponseStatus)allArguments[0];
-        if (status.code() > 400) {
+        if (status.code() >= 400) {
             ContextManager.activeSpan().errorOccurred();
             Tags.STATUS_CODE.set(ContextManager.activeSpan(), String.valueOf(status.code()));
         }
diff --git a/apm-sniffer/optional-plugins/optional-spring-plugins/optional-spring-cloud/gateway-2.x-plugin/src/main/java/org/apache/skywalking/apm/plugin/spring/cloud/gateway/v2/HttpClientOperationsStatusInterceptor.java b/apm-sniffer/optional-plugins/optional-spring-plugins/optional-spring-cloud/gateway-2.x-plugin/src/main/java/org/apache/skywalking/apm/plugin/spring/cloud/gateway/v2/HttpClientOperationsStatusInterceptor.java
index 65319f8aa9db726a2892965ee109c1ebe1bd73fa..08264c9818f5b60aee179d205bdebf2b3b455fb9 100644
--- a/apm-sniffer/optional-plugins/optional-spring-plugins/optional-spring-cloud/gateway-2.x-plugin/src/main/java/org/apache/skywalking/apm/plugin/spring/cloud/gateway/v2/HttpClientOperationsStatusInterceptor.java
+++ b/apm-sniffer/optional-plugins/optional-spring-plugins/optional-spring-cloud/gateway-2.x-plugin/src/main/java/org/apache/skywalking/apm/plugin/spring/cloud/gateway/v2/HttpClientOperationsStatusInterceptor.java
@@ -42,7 +42,7 @@ public class HttpClientOperationsStatusInterceptor implements InstanceMethodsAro
     public Object afterMethod(EnhancedInstance objInst, Method method, Object[] allArguments, Class<?>[] argumentsTypes,
                               Object ret) throws Throwable {
         HttpResponseStatus response = (HttpResponseStatus) ret;
-        if (response.code() > 400) {
+        if (response.code() >= 400) {
             ContextManager.activeSpan().errorOccurred();
             Tags.STATUS_CODE.set(ContextManager.activeSpan(), String.valueOf(response.code()));
         }