diff --git a/litellm/proxy/pass_through_endpoints/llm_provider_handlers/openai_passthrough_logging_handler.py b/litellm/proxy/pass_through_endpoints/llm_provider_handlers/openai_passthrough_logging_handler.py
index a7affc6190e..6dd1f8548eb 100644
--- a/litellm/proxy/pass_through_endpoints/llm_provider_handlers/openai_passthrough_logging_handler.py
+++ b/litellm/proxy/pass_through_endpoints/llm_provider_handlers/openai_passthrough_logging_handler.py
@@ -32,23 +32,70 @@ from litellm.types.passthrough_endpoints.pass_through_endpoints import (
 from litellm.types.utils import ImageResponse, LlmProviders, PassthroughCallTypes
 from litellm.utils import ModelResponse, TextCompletionResponse
 
-# Hostnames that route to OpenAI-compatible APIs. `cognitiveservices.azure.com`
-# is the Azure subdomain used by newer Azure OpenAI resource types (e.g. the
-# "Azure AI Foundry" / Cognitive Services-hosted deployments). Older Azure
-# OpenAI resources use `openai.azure.com`; both are valid in production.
-_OPENAI_COMPATIBLE_HOSTNAMES = (
-    "api.openai.com",
-    "openai.azure.com",
-    "cognitiveservices.azure.com",
-)
+# Hostnames that route to OpenAI-compatible APIs.
+#
+# `api.openai.com` is OpenAI proper. The two Azure domains below are *shared by
+# every Azure Cognitive Service* (Speech, Vision, Language, ...), not just Azure
+# OpenAI: `openai.azure.com` is the classic Azure OpenAI domain, while
+# `cognitiveservices.azure.com` is used by newer "Azure AI Foundry" /
+# Cognitive Services-hosted Azure OpenAI deployments. Because the hostname alone
+# cannot tell Azure OpenAI apart from the other Cognitive Services on those
+# domains, requests there must additionally carry an OpenAI-style path segment.
+_OPENAI_HOSTNAMES = ("api.openai.com",)
+_AZURE_OPENAI_HOSTNAMES = ("openai.azure.com", "cognitiveservices.azure.com")
+# Path markers that identify an Azure request as Azure OpenAI rather than Speech
+# / Vision / Language / ... `/openai/` is the native Azure OpenAI path prefix;
+# `/v1/` is the OpenAI-v1 surface used by LiteLLM's pass-through routing. Other
+# Cognitive Services use service-named prefixes and versions like `/v3.1/`,
+# `/v1.0/`, so they do not collide with these markers.
+_AZURE_OPENAI_PATH_MARKERS = ("/openai/", "/v1/")
+
+
+def _hostname_matches(hostname: str, suffixes: tuple) -> bool:
+    """True if hostname equals one of `suffixes` or is a subdomain of it.
+
+    Uses suffix matching (not a bare substring test) so look-alikes such as
+    `cognitiveservices.azure.com.attacker.example` are not accepted.
+    """
+    return any(
+        hostname == suffix or hostname.endswith("." + suffix) for suffix in suffixes
+    )
 
 
 def _is_openai_compatible_host(hostname: Optional[str]) -> bool:
-    """True if the hostname is one of the recognized OpenAI-compatible
-    surfaces (OpenAI proper or any Azure OpenAI subdomain)."""
+    """True if the hostname is OpenAI proper or one of the Azure OpenAI domains.
+
+    Hostname-only check, kept for the route-level helpers that additionally
+    require a specific OpenAI path (e.g. `/v1/chat/completions`). When only the
+    hostname would otherwise gate dispatch, use `_is_openai_compatible_url` so
+    non-OpenAI Azure Cognitive Services on the shared domains are excluded.
+    """
     if not hostname:
         return False
-    return any(host in hostname for host in _OPENAI_COMPATIBLE_HOSTNAMES)
+    return _hostname_matches(hostname, _OPENAI_HOSTNAMES) or _hostname_matches(
+        hostname, _AZURE_OPENAI_HOSTNAMES
+    )
+
+
+def _is_openai_compatible_url(url_route: Optional[str]) -> bool:
+    """True if the URL targets an OpenAI-compatible API surface.
+
+    For the shared Azure Cognitive Services domains we additionally require an
+    OpenAI-style path segment (`/openai/` or `/v1/`) so non-OpenAI Azure services
+    (Speech, Vision, Language, ...) on the same domain are not misclassified as
+    OpenAI routes.
+    """
+    if not url_route:
+        return False
+    parsed_url = urlparse(url_route)
+    hostname = parsed_url.hostname
+    if not hostname:
+        return False
+    if _hostname_matches(hostname, _OPENAI_HOSTNAMES):
+        return True
+    if _hostname_matches(hostname, _AZURE_OPENAI_HOSTNAMES):
+        return any(marker in parsed_url.path for marker in _AZURE_OPENAI_PATH_MARKERS)
+    return False
 
 
 class OpenAIPassthroughLoggingHandler(BasePassthroughLoggingHandler):
diff --git a/litellm/proxy/pass_through_endpoints/success_handler.py b/litellm/proxy/pass_through_endpoints/success_handler.py
index 58a101a0d85..af1d39da020 100644
--- a/litellm/proxy/pass_through_endpoints/success_handler.py
+++ b/litellm/proxy/pass_through_endpoints/success_handler.py
@@ -434,15 +434,19 @@ class PassThroughEndpointLogging:
         return False
 
     def is_openai_route(self, url_route: str):
-        """Check if the URL route is an OpenAI API route."""
+        """Check if the URL route is an OpenAI API route.
+
+        Uses the URL-aware helper so that non-OpenAI Azure Cognitive Services
+        (Speech, Vision, Language, ...) sharing the `*.cognitiveservices.azure.com`
+        / `*.openai.azure.com` domains are not misclassified as OpenAI routes.
+        """
         if not url_route:
             return False
         from .llm_provider_handlers.openai_passthrough_logging_handler import (
-            _is_openai_compatible_host,
+            _is_openai_compatible_url,
         )
 
-        parsed_url = urlparse(url_route)
-        return _is_openai_compatible_host(parsed_url.hostname)
+        return _is_openai_compatible_url(url_route)
 
     def is_gemini_route(
         self, url_route: str, custom_llm_provider: Optional[str] = None
diff --git a/tests/test_litellm/proxy/pass_through_endpoints/llm_provider_handlers/test_openai_passthrough_logging_handler.py b/tests/test_litellm/proxy/pass_through_endpoints/llm_provider_handlers/test_openai_passthrough_logging_handler.py
index 10a104103ed..3c6af3e528a 100644
--- a/tests/test_litellm/proxy/pass_through_endpoints/llm_provider_handlers/test_openai_passthrough_logging_handler.py
+++ b/tests/test_litellm/proxy/pass_through_endpoints/llm_provider_handlers/test_openai_passthrough_logging_handler.py
@@ -824,6 +824,14 @@ class TestOpenAIPassthroughIntegration:
             == True
         )
         assert self.handler.is_openai_route("https://api.openai.com/v1/models") == True
+        # Azure OpenAI on the shared Cognitive Services domain, identified by an
+        # OpenAI-style path segment.
+        assert (
+            self.handler.is_openai_route(
+                "https://my-resource.cognitiveservices.azure.com/v1/chat/completions"
+            )
+            == True
+        )
 
         # Negative cases
         assert (
@@ -840,6 +848,28 @@ class TestOpenAIPassthroughIntegration:
             self.handler.is_openai_route("https://api.assemblyai.com/v2/transcript")
             == False
         )
+        # Non-OpenAI Azure Cognitive Services share the `cognitiveservices.azure.com`
+        # domain but must NOT be classified as OpenAI routes (no OpenAI path segment).
+        assert (
+            self.handler.is_openai_route(
+                "https://my-resource.cognitiveservices.azure.com/speechtotext/v3.1/recognize"
+            )
+            == False
+        )
+        assert (
+            self.handler.is_openai_route(
+                "https://my-resource.cognitiveservices.azure.com/vision/v3.2/analyze"
+            )
+            == False
+        )
+        # A look-alike domain that merely contains an OpenAI host as a substring
+        # must be rejected by the suffix-based hostname match.
+        assert (
+            self.handler.is_openai_route(
+                "https://cognitiveservices.azure.com.attacker.example/v1/chat/completions"
+            )
+            == False
+        )
         assert self.handler.is_openai_route("") == False
 
     @patch(