diff --git a/litellm/llms/vertex_ai/image_generation/vertex_gemini_transformation.py b/litellm/llms/vertex_ai/image_generation/vertex_gemini_transformation.py
index ba3df88be14..db5693fb3a8 100644
--- a/litellm/llms/vertex_ai/image_generation/vertex_gemini_transformation.py
+++ b/litellm/llms/vertex_ai/image_generation/vertex_gemini_transformation.py
@@ -43,13 +43,20 @@ class VertexAIGeminiImageGenerationConfig(BaseImageGenerationConfig, VertexLLM):
     
     def get_supported_openai_params(
         self, model: str
-    ) -> List[OpenAIImageGenerationOptionalParams]:
+    ) -> list:
         """
         Gemini image generation supported parameters
+
+        Includes native Gemini imageConfig params (aspectRatio, imageSize)
+        in both camelCase and snake_case variants.
         """
         return [
             "n",
             "size",
+            "aspectRatio",
+            "aspect_ratio",
+            "imageSize",
+            "image_size",
         ]
     
     def map_openai_params(
@@ -71,6 +78,10 @@ class VertexAIGeminiImageGenerationConfig(BaseImageGenerationConfig, VertexLLM):
                     elif k == "size":
                         # Map OpenAI size format to Gemini aspectRatio
                         mapped_params["aspectRatio"] = self._map_size_to_aspect_ratio(v)
+                    elif k in ("aspectRatio", "aspect_ratio"):
+                        mapped_params["aspectRatio"] = v
+                    elif k in ("imageSize", "image_size"):
+                        mapped_params["imageSize"] = v
                     else:
                         mapped_params[k] = v
         
diff --git a/tests/test_litellm/llms/vertex_ai/image_generation/test_vertex_ai_image_generation_transformation.py b/tests/test_litellm/llms/vertex_ai/image_generation/test_vertex_ai_image_generation_transformation.py
index 6736eaffebd..350fd75d3d8 100644
--- a/tests/test_litellm/llms/vertex_ai/image_generation/test_vertex_ai_image_generation_transformation.py
+++ b/tests/test_litellm/llms/vertex_ai/image_generation/test_vertex_ai_image_generation_transformation.py
@@ -65,6 +65,42 @@ class TestVertexAIGeminiImageGenerationConfig:
         assert self.config._map_size_to_aspect_ratio("896x1280") == "3:4"
         assert self.config._map_size_to_aspect_ratio("unknown") == "1:1"  # default
 
+    def test_get_supported_openai_params_includes_native_gemini_params(self):
+        """Test that native Gemini imageConfig params are supported"""
+        supported = self.config.get_supported_openai_params("gemini-3-pro-image-preview")
+        assert "aspectRatio" in supported
+        assert "aspect_ratio" in supported
+        assert "imageSize" in supported
+        assert "image_size" in supported
+
+    def test_map_openai_params_aspect_ratio_camel_case(self):
+        """Test mapping native aspectRatio parameter"""
+        result = self.config.map_openai_params(
+            {"aspectRatio": "9:16"}, {}, "gemini-3-pro-image-preview", False
+        )
+        assert result["aspectRatio"] == "9:16"
+
+    def test_map_openai_params_aspect_ratio_snake_case(self):
+        """Test mapping native aspect_ratio parameter"""
+        result = self.config.map_openai_params(
+            {"aspect_ratio": "16:9"}, {}, "gemini-3-pro-image-preview", False
+        )
+        assert result["aspectRatio"] == "16:9"
+
+    def test_map_openai_params_image_size_camel_case(self):
+        """Test mapping native imageSize parameter"""
+        result = self.config.map_openai_params(
+            {"imageSize": "4K"}, {}, "gemini-3-pro-image-preview", False
+        )
+        assert result["imageSize"] == "4K"
+
+    def test_map_openai_params_image_size_snake_case(self):
+        """Test mapping native image_size parameter"""
+        result = self.config.map_openai_params(
+            {"image_size": "2K"}, {}, "gemini-3-pro-image-preview", False
+        )
+        assert result["imageSize"] == "2K"
+
     def test_transform_image_generation_request_basic(self):
         """Test basic request transformation"""
         request = self.config.transform_image_generation_request(