diff --git a/src/agentscope/models/openai_model.py b/src/agentscope/models/openai_model.py
index 27c2e3e1c..0d8455a17 100644
--- a/src/agentscope/models/openai_model.py
+++ b/src/agentscope/models/openai_model.py
@@ -206,9 +206,6 @@ def __call__(
             **kwargs,
         )
 
-        if response.status_code != 200:
-            raise RuntimeError(response.json())
-
         # step4: record the api invocation if needed
         self._save_model_invocation(
             arguments={
@@ -312,9 +309,6 @@ def __call__(
             )
             raise e
 
-        if response.status_code != 200:
-            raise RuntimeError(response.json())
-
         # step3: record the model api invocation if needed
         self._save_model_invocation(
             arguments={
@@ -399,9 +393,6 @@ def __call__(
             **kwargs,
         )
 
-        if response.status_code != 200:
-            raise RuntimeError(response.json())
-
         # step3: record the model api invocation if needed
         self._save_model_invocation(
             arguments={