From 9a13294f20abc08a66cb9e9c278de77c7caf6d17 Mon Sep 17 00:00:00 2001
From: Mrun25 <165297479+Mrun25@users.noreply.github.com>
Date: Fri, 16 Oct 2026 14:18:06 +0530
Subject: [PATCH] fix(azure): strip gpt5_series routing marker from Responses
 API deployment name

get_stripped_model_name stripped responses/, o_series/ and azure_ai/ but
not gpt5_series/, so Azure received the routing prefix as part of the
deployment name and the Responses call failed.

Fixes #46866
---
 .../llms/azure/responses/transformation.py    |  8 ++++++-
 .../response/test_azure_transformation.py     | 24 +++++++++++++++++++
 2 files changed, 31 insertions(+), 1 deletion(-)

diff --git a/litellm/llms/azure/responses/transformation.py b/litellm/llms/azure/responses/transformation.py
index 98b4241d7ab..199b097af1d 100644
--- a/litellm/llms/azure/responses/transformation.py
+++ b/litellm/llms/azure/responses/transformation.py
@@ -52,7 +52,13 @@ class AzureOpenAIResponsesAPIConfig(OpenAIResponsesAPIConfig):
         return BaseAzureLLM.base_validate_azure_environment(headers=headers, litellm_params=litellm_params)
 
     def get_stripped_model_name(self, model: str) -> str:
-        return model.replace("responses/", "").replace("o_series/", "").replace("azure_ai/", "")
+        # gpt5_series/ is a litellm routing marker, not part of the Azure deployment name
+        return (
+            model.replace("responses/", "")
+            .replace("o_series/", "")
+            .replace("azure_ai/", "")
+            .replace(AzureOpenAIGPT5Config.GPT5_SERIES_ROUTE, "")
+        )
 
     def _handle_reasoning_item(self, item: dict[str, Any]) -> dict[str, Any]:
         """
diff --git a/tests/unit/llms/azure/response/test_azure_transformation.py b/tests/unit/llms/azure/response/test_azure_transformation.py
index fea5304a689..3478603e49a 100644
--- a/tests/unit/llms/azure/response/test_azure_transformation.py
+++ b/tests/unit/llms/azure/response/test_azure_transformation.py
@@ -19,6 +19,30 @@ from litellm.types.utils import LlmProviders
 from litellm.utils import ProviderConfigManager
 
 
+@pytest.mark.serial
+def test_get_stripped_model_name_strips_gpt5_series_route():
+    """The gpt5_series/ routing marker must not be sent to Azure as part of the deployment name."""
+    config = AzureOpenAIResponsesAPIConfig()
+
+    assert (
+        config.get_stripped_model_name("azure/gpt5_series/my-gpt5-deployment")
+        == "azure/my-gpt5-deployment"
+    )
+    assert (
+        config.get_stripped_model_name("azure/responses/gpt5_series/my-gpt5-deployment")
+        == "azure/my-gpt5-deployment"
+    )
+    # existing markers still strip, and plain deployments pass through untouched
+    assert (
+        config.get_stripped_model_name("azure/o_series/my-o3-deployment")
+        == "azure/my-o3-deployment"
+    )
+    assert (
+        config.get_stripped_model_name("azure/my-gpt5-deployment")
+        == "azure/my-gpt5-deployment"
+    )
+
+
 @pytest.mark.serial
 def test_validate_environment_api_key_within_litellm_params():
     azure_openai_responses_apiconfig = AzureOpenAIResponsesAPIConfig()