diff --git a/test/e2e/conformance/tests/go-wasm-ai-proxy.go b/test/e2e/conformance/tests/go-wasm-ai-proxy.go
index ebd590f12a..6383f75f92 100644
--- a/test/e2e/conformance/tests/go-wasm-ai-proxy.go
+++ b/test/e2e/conformance/tests/go-wasm-ai-proxy.go
@@ -277,6 +277,29 @@ data: [DONE]
 					},
 				},
 			},
+			{
+				Meta: http.AssertionMeta{
+					TestCaseName:  "qwen case 3: non-streaming request",
+					CompareTarget: http.CompareTargetResponse,
+				},
+				Request: http.AssertionRequest{
+					ActualRequest: http.Request{
+						Host:        "dashscope.aliyuncs.com",
+						Path:        "/v1/chat/completions",
+						Method:      "POST",
+						ContentType: http.ContentTypeApplicationJson,
+						Body:        []byte(`{"model":"gpt-3","messages":[{"role":"user","content":"你好，你是谁？"}],"stream":false}`),
+					},
+				},
+				Response: http.AssertionResponse{
+					ExpectedResponse: http.Response{
+						StatusCode:           200,
+						ContentType:          http.ContentTypeApplicationJson,
+						JsonBodyIgnoreFields: []string{"created"},
+						Body:                 []byte(`{"id":"chatcmpl-llm-mock","choices":[{"index":0,"message":{"role":"assistant","content":"你好，你是谁？"},"finish_reason":"stop"}],"created":1738218357,"model":"qwen-turbo","object":"chat.completion","usage":{"prompt_tokens":9,"completion_tokens":1,"total_tokens":10}}`),
+					},
+				},
+			},
 		}
 		t.Run("WasmPlugins ai-proxy", func(t *testing.T) {
 			for _, testcase := range testcases {
diff --git a/test/e2e/conformance/tests/go-wasm-ai-proxy.yaml b/test/e2e/conformance/tests/go-wasm-ai-proxy.yaml
index 74e42d954c..5cdf1ac0c2 100644
--- a/test/e2e/conformance/tests/go-wasm-ai-proxy.yaml
+++ b/test/e2e/conformance/tests/go-wasm-ai-proxy.yaml
@@ -87,6 +87,25 @@ spec:
                 port:
                   number: 3000
 ---
+apiVersion: networking.k8s.io/v1
+kind: Ingress
+metadata:
+  name: wasmplugin-ai-proxy-qwen
+  namespace: higress-conformance-ai-backend
+spec:
+  ingressClassName: higress
+  rules:
+    - host: "dashscope.aliyuncs.com"
+      http:
+        paths:
+          - pathType: Prefix
+            path: "/"
+            backend:
+              service:
+                name: llm-mock-service
+                port:
+                  number: 3000
+---
 apiVersion: extensions.higress.io/v1alpha1
 kind: WasmPlugin
 metadata:
@@ -143,4 +162,16 @@ spec:
           qwenEnableCompatible: true
       ingress:
         - higress-conformance-ai-backend/wasmplugin-ai-proxy-qwen-compatible-mode
-  url: oci://higress-registry.cn-hangzhou.cr.aliyuncs.com/plugins/ai-proxy:1.0.0
+    - config:
+        provider:
+          apiTokens:
+            - fake_token
+          modelMapping:
+            'gpt-3': qwen-turbo
+            'gpt-35-turbo': qwen-plus
+            'gpt-4-*': qwen-max
+            '*': qwen-turbo
+          type: qwen
+      ingress:
+        - higress-conformance-ai-backend/wasmplugin-ai-proxy-qwen
+  url: file:///opt/plugins/wasm-go/extensions/ai-proxy/plugin.wasm
diff --git a/test/e2e/conformance/utils/http/http.go b/test/e2e/conformance/utils/http/http.go
index dcf9166fd9..a48cb1c767 100644
--- a/test/e2e/conformance/utils/http/http.go
+++ b/test/e2e/conformance/utils/http/http.go
@@ -141,11 +141,12 @@ type ExpectedRequest struct {
 
 // Response defines expected properties of a response from a backend.
 type Response struct {
-	StatusCode    int
-	Headers       map[string]string
-	Body          []byte
-	ContentType   string
-	AbsentHeaders []string
+	StatusCode           int
+	Headers              map[string]string
+	Body                 []byte
+	JsonBodyIgnoreFields []string
+	ContentType          string
+	AbsentHeaders        []string
 }
 
 // requiredConsecutiveSuccesses is the number of requests that must succeed in a row
@@ -618,7 +619,7 @@ func CompareResponse(cRes *roundtripper.CapturedResponse, expected Assertion) er
 					return fmt.Errorf("failed to unmarshall CapturedResponse body %s, %s", string(cRes.Body), err.Error())
 				}
 
-				if !reflect.DeepEqual(eResBody, cResBody) {
+				if err := CompareJSONWithIgnoreFields(eResBody, cResBody, expected.Response.ExpectedResponse.JsonBodyIgnoreFields); err != nil {
 					return fmt.Errorf("expected %s body to be %s, got %s", cTyp, string(expected.Response.ExpectedResponse.Body), string(cRes.Body))
 				}
 			case ContentTypeFormUrlencoded:
@@ -665,6 +666,47 @@ func CompareResponse(cRes *roundtripper.CapturedResponse, expected Assertion) er
 	}
 	return nil
 }
+
+// CompareJSONWithIgnoreFields compares two JSON objects, ignoring specified fields
+func CompareJSONWithIgnoreFields(eResBody, cResBody map[string]interface{}, ignoreFields []string) error {
+	for key, eVal := range eResBody {
+		if contains(ignoreFields, key) {
+			continue
+		}
+
+		cVal, exists := cResBody[key]
+		if !exists {
+			return fmt.Errorf("field %s exists in expected response but not in captured response", key)
+		}
+
+		if !reflect.DeepEqual(eVal, cVal) {
+			return fmt.Errorf("field %s mismatch: expected %v, got %v", key, eVal, cVal)
+		}
+	}
+
+	// Check if captured response has extra fields (excluding ignored fields)
+	for key := range cResBody {
+		if contains(ignoreFields, key) {
+			continue
+		}
+
+		if _, exists := eResBody[key]; !exists {
+			return fmt.Errorf("field %s exists in captured response but not in expected response", key)
+		}
+	}
+
+	return nil
+}
+
+func contains(slice []string, str string) bool {
+	for _, s := range slice {
+		if s == str {
+			return true
+		}
+	}
+	return false
+}
+
 func ParseFormUrlencodedBody(body []byte) (map[string][]string, error) {
 	ret := make(map[string][]string)
 	kvs, err := url.ParseQuery(string(body))