diff --git a/tests/test_litellm/llms/azure/realtime/test_handler.py b/tests/test_litellm/llms/azure/realtime/test_handler.py
index edf1b8b290f..e9d24b459d8 100644
--- a/tests/test_litellm/llms/azure/realtime/test_handler.py
+++ b/tests/test_litellm/llms/azure/realtime/test_handler.py
@@ -21,7 +21,9 @@ class _RecordingClientWebSocket:
 
 @pytest.mark.asyncio
 async def test_async_realtime_upstream_handshake_refusal_sends_error_event_then_policy_close():
-    import websockets
+    from websockets.datastructures import Headers
+    from websockets.exceptions import InvalidStatus
+    from websockets.http11 import Response
 
     from litellm.llms.azure.realtime.handler import AzureOpenAIRealtime
     from litellm.types.realtime import RealtimeErrorEvent
@@ -32,9 +34,7 @@ async def test_async_realtime_upstream_handshake_refusal_sends_error_event_then_
     dummy_websocket = _RecordingClientWebSocket()
     dummy_logging_obj = MagicMock()
 
-    refused = websockets.exceptions.InvalidStatus(
-        websockets.http11.Response(401, "Unauthorized", websockets.datastructures.Headers())
-    )
+    refused = InvalidStatus(Response(401, "Unauthorized", Headers()))
 
     with patch("websockets.connect", side_effect=refused):
         await handler.async_realtime(  # pyright: ignore[reportUnknownMemberType]  # handler's websocket param is a Protocol here but the mock connect type is incomplete
diff --git a/tests/test_litellm/llms/openai/realtime/test_openai_realtime_handler.py b/tests/test_litellm/llms/openai/realtime/test_openai_realtime_handler.py
index 7cd2b9e259c..f7a88b5ba63 100644
--- a/tests/test_litellm/llms/openai/realtime/test_openai_realtime_handler.py
+++ b/tests/test_litellm/llms/openai/realtime/test_openai_realtime_handler.py
@@ -422,7 +422,9 @@ async def test_async_realtime_ws_url_has_no_ssl():
 async def test_async_realtime_upstream_handshake_refusal_sends_error_event_then_policy_close():
     from typing import cast
 
-    import websockets
+    from websockets.datastructures import Headers
+    from websockets.exceptions import InvalidStatus
+    from websockets.http11 import Response
 
     from litellm.llms.openai.realtime.handler import OpenAIRealtime
     from litellm.types.realtime import RealtimeErrorEvent
@@ -445,9 +447,7 @@ async def test_async_realtime_upstream_handshake_refusal_sends_error_event_then_
     dummy_websocket = RecordingClientWebSocket()
     dummy_logging_obj = MagicMock()
 
-    refused = websockets.exceptions.InvalidStatus(
-        websockets.http11.Response(401, "Unauthorized", websockets.datastructures.Headers())
-    )
+    refused = InvalidStatus(Response(401, "Unauthorized", Headers()))
 
     with patch("websockets.connect", side_effect=refused):
         await handler.async_realtime(  # pyright: ignore[reportUnknownMemberType]  # handler's websocket param is Any
diff --git a/tests/test_litellm/test_redact_string_in_error_paths.py b/tests/test_litellm/test_redact_string_in_error_paths.py
index 07d1ec5f523..a5128a87b0d 100644
--- a/tests/test_litellm/test_redact_string_in_error_paths.py
+++ b/tests/test_litellm/test_redact_string_in_error_paths.py
@@ -2,7 +2,7 @@
 Tests for _redact_string usage in error/logging paths.
 
 Covers actual execution of redaction in:
-- WebSocket close reasons in realtime handlers (openai, azure, bedrock)
+- WebSocket close reasons in realtime handlers (openai, bedrock)
 - Gemini RAG ingestion x-goog-api-key header usage
 - Traceback redaction pattern used in proxy streaming
 - Router fallback-failure traceback redaction
@@ -72,25 +72,6 @@ class TestOpenAIRealtimeRedaction:
             api_key="test-key",
         )
 
-    @pytest.mark.asyncio
-    async def test_invalid_status_code_redacts_reason(self):
-        import websockets.exceptions
-
-        from litellm.llms.openai.realtime.handler import OpenAIRealtime
-
-        handler = OpenAIRealtime()
-        exc = websockets.exceptions.InvalidStatusCode(403, None)
-        exc.status_code = 403
-
-        kwargs = self._call_kwargs()
-        mock_ws = kwargs["websocket"]
-        p1, p2, p3 = self._make_patches(handler)
-        with p1, p2, p3, patch("websockets.connect", side_effect=exc):
-            await handler.async_realtime(**kwargs)
-
-        mock_ws.close.assert_called_once()
-        assert mock_ws.close.call_args[1]["code"] == 403
-
     @pytest.mark.asyncio
     async def test_generic_exception_redacts_reason(self):
         from litellm.llms.openai.realtime.handler import OpenAIRealtime
@@ -111,41 +92,6 @@ class TestOpenAIRealtimeRedaction:
         assert "sk-1234567890abcdefghij" not in mock_ws.close.call_args[1]["reason"]
 
 
-class TestAzureRealtimeRedaction:
-    """Test that Azure realtime handler redacts secrets in websocket close reasons."""
-
-    @pytest.mark.asyncio
-    async def test_invalid_status_code_redacts_reason(self):
-        import websockets.exceptions
-
-        from litellm.llms.azure.realtime.handler import AzureOpenAIRealtime
-
-        handler = AzureOpenAIRealtime()
-        mock_ws = AsyncMock()
-        exc = websockets.exceptions.InvalidStatusCode(403, None)
-        exc.status_code = 403
-
-        with (
-            patch.object(
-                handler,
-                "_construct_url",
-                return_value="wss://test.openai.azure.com/openai/realtime",
-            ),
-            patch("websockets.connect", side_effect=exc),
-        ):
-            await handler.async_realtime(
-                model="gpt-4",
-                websocket=mock_ws,
-                logging_obj=MagicMock(),
-                api_base="https://test.openai.azure.com/",
-                api_key="test-key",
-                api_version="2024-10-01-preview",
-            )
-
-        mock_ws.close.assert_called_once()
-        assert mock_ws.close.call_args[1]["code"] == 403
-
-
 class TestBedrockRealtimeRedaction:
     """Test that _redact_string produces safe close reasons for Bedrock-style errors."""