diff --git a/litellm/llms/datarobot/chat/transformation.py b/litellm/llms/datarobot/chat/transformation.py
index e334c94e51..23ce63c25b 100644
--- a/litellm/llms/datarobot/chat/transformation.py
+++ b/litellm/llms/datarobot/chat/transformation.py
@@ -6,8 +6,11 @@ Calls done in OpenAI/openai.py as DataRobot is openai-compatible.
 
 from typing import Optional, Tuple
 from litellm.secret_managers.main import get_secret_str
+from urllib.parse import urlparse, urlunparse
 from ...openai_like.chat.transformation import OpenAILikeChatConfig
 
+LLMGW_PATH = "/genai/llmgw/chat/completions"
+
 
 class DataRobotConfig(OpenAILikeChatConfig):
     @staticmethod
@@ -32,22 +35,28 @@ class DataRobotConfig(OpenAILikeChatConfig):
         if api_base is None:
             api_base = "https://app.datarobot.com"
 
-        # If the api_base is a deployment URL, we do not append the chat completions path
-        if "api/v2/deployments" not in api_base:
-            # If the api_base is not a deployment URL, we need to append the chat completions path
-            if "api/v2/genai/llmgw/chat/completions" not in api_base:
-                api_base += "/api/v2/genai/llmgw/chat/completions"
+        parsed = urlparse(api_base)
+        path = parsed.path
+
+        if not path or path == "/":  # Add full path to LLMGW
+            path += f"/api/v2/{LLMGW_PATH}"
+        elif "api/v2/deployments" in path:  # Dedicated deployment, leave it
+            pass
+        elif (
+            "api/v2" in path and LLMGW_PATH not in path
+        ):  # Standard ENDPOINT path, add LLMGW
+            path += LLMGW_PATH
 
         # Ensure the url ends with a trailing slash
-        if not api_base.endswith("/"):
-            api_base += "/"
+        if not path.endswith("/"):
+            path += "/"
+        path = path.replace("//", "/")
+        updated_parsed = parsed._replace(path=path)
 
-        return api_base  # type: ignore
+        return urlunparse(updated_parsed)
 
     def _get_openai_compatible_provider_info(
-        self,
-        api_base: Optional[str],
-        api_key: Optional[str]
+        self, api_base: Optional[str], api_key: Optional[str]
     ) -> Tuple[Optional[str], Optional[str]]:
         """Attempts to ensure that the API base and key are set, preferring user-provided values,
         before falling back to secret manager values (``DATAROBOT_ENDPOINT`` and ``DATAROBOT_API_TOKEN``
diff --git a/tests/test_litellm/llms/datarobot/chat/test_datarobot_chat_transformation.py b/tests/test_litellm/llms/datarobot/chat/test_datarobot_chat_transformation.py
index 4999b078ca..1230a1fd2a 100644
--- a/tests/test_litellm/llms/datarobot/chat/test_datarobot_chat_transformation.py
+++ b/tests/test_litellm/llms/datarobot/chat/test_datarobot_chat_transformation.py
@@ -18,6 +18,8 @@ class TestDataRobotConfig:
             (None, "https://app.datarobot.com/api/v2/genai/llmgw/chat/completions/"),
             ("http://localhost:5001", "http://localhost:5001/api/v2/genai/llmgw/chat/completions/"),
             ("https://app.datarobot.com", "https://app.datarobot.com/api/v2/genai/llmgw/chat/completions/"),
+            ("https://app.datarobot.com/api/v2/", "https://app.datarobot.com/api/v2/genai/llmgw/chat/completions/"),
+            ("https://app.datarobot.com/api/v2", "https://app.datarobot.com/api/v2/genai/llmgw/chat/completions/"),            
             ("https://app.datarobot.com/api/v2/genai/llmgw/chat/completions", "https://app.datarobot.com/api/v2/genai/llmgw/chat/completions/"),
             ("https://app.datarobot.com/api/v2/genai/llmgw/chat/completions/", "https://app.datarobot.com/api/v2/genai/llmgw/chat/completions/"),
             ("https://staging.datarobot.com", "https://staging.datarobot.com/api/v2/genai/llmgw/chat/completions/"),