diff --git a/litellm/tests/test_timeout.py b/litellm/tests/test_timeout.py
index 68bbfb0aa..ae495c056 100644
--- a/litellm/tests/test_timeout.py
+++ b/litellm/tests/test_timeout.py
@@ -37,6 +37,100 @@ def test_timeout():
 # test_timeout()
 
 
+def test_hanging_request_azure():
+    litellm.set_verbose = True
+    try:
+        router = litellm.Router(
+            model_list=[
+                {
+                    "model_name": "azure-gpt",
+                    "litellm_params": {
+                        "model": "azure/chatgpt-v-2",
+                        "api_base": os.environ["AZURE_API_BASE"],
+                        "api_key": os.environ["AZURE_API_KEY"],
+                    },
+                },
+                {
+                    "model_name": "openai-gpt",
+                    "litellm_params": {"model": "gpt-3.5-turbo"},
+                },
+            ]
+        )
+
+        encoded = litellm.utils.encode(model="gpt-3.5-turbo", text="blue")[0]
+        response = router.completion(
+            model="azure-gpt",
+            messages=[{"role": "user", "content": "what color is red"}],
+            logit_bias={encoded: 100},
+            timeout=0.01,
+        )
+        print(response)
+
+        if response.choices[0].message.content is not None:
+            pytest.fail("Got a response, expected a timeout")
+    except openai.APITimeoutError as e:
+        print(
+            "Passed: Raised correct exception. Got openai.APITimeoutError\nGood Job", e
+        )
+        print(type(e))
+        pass
+    except Exception as e:
+        pytest.fail(
+            f"Did not raise error `openai.APITimeoutError`. Instead raised error type: {type(e)}, Error: {e}"
+        )
+
+
+test_hanging_request_azure()
+
+
+def test_hanging_request_openai():
+    litellm.set_verbose = True
+    try:
+        router = litellm.Router(
+            model_list=[
+                {
+                    "model_name": "azure-gpt",
+                    "litellm_params": {
+                        "model": "azure/chatgpt-v-2",
+                        "api_base": os.environ["AZURE_API_BASE"],
+                        "api_key": os.environ["AZURE_API_KEY"],
+                    },
+                },
+                {
+                    "model_name": "openai-gpt",
+                    "litellm_params": {"model": "gpt-3.5-turbo"},
+                },
+            ]
+        )
+
+        encoded = litellm.utils.encode(model="gpt-3.5-turbo", text="blue")[0]
+        response = router.completion(
+            model="openai-gpt",
+            messages=[{"role": "user", "content": "what color is red"}],
+            logit_bias={encoded: 100},
+            timeout=0.01,
+        )
+        print(response)
+
+        if response.choices[0].message.content is not None:
+            pytest.fail("Got a response, expected a timeout")
+    except openai.APITimeoutError as e:
+        print(
+            "Passed: Raised correct exception. Got openai.APITimeoutError\nGood Job", e
+        )
+        print(type(e))
+        pass
+    except Exception as e:
+        pytest.fail(
+            f"Did not raise error `openai.APITimeoutError`. Instead raised error type: {type(e)}, Error: {e}"
+        )
+
+
+test_hanging_request_openai()
+
+# test_timeout()
+
+
 def test_timeout_streaming():
     # this Will Raise a timeout
     litellm.set_verbose = False