diff --git a/tests/test_litellm/llms/openai_like/test_sagg_provider.py b/tests/test_litellm/llms/openai_like/test_sagg_provider.py
index b36b7a61135..7eef238c02b 100644
--- a/tests/test_litellm/llms/openai_like/test_sagg_provider.py
+++ b/tests/test_litellm/llms/openai_like/test_sagg_provider.py
@@ -7,12 +7,6 @@ inference gateway with automatic multi-provider failover.
 
 import os
 import sys
-from unittest.mock import MagicMock, patch
-
-try:
-    import pytest
-except ImportError:
-    pytest = None
 
 # Add workspace to path
 workspace_path = os.path.abspath(os.path.join(os.path.dirname(__file__), "../../../.."))
@@ -22,27 +16,18 @@ import litellm
 
 
 class TestSaggProviderConfig:
-    """Test SAGG provider configuration"""
-
     def test_sagg_in_provider_list(self):
-        """Test that sagg is in the provider list"""
         from litellm import LlmProviders
 
-        # Verify sagg is in the enum
         assert hasattr(LlmProviders, "SAGG")
         assert LlmProviders.SAGG.value == "sagg"
-
-        # Verify it's in the provider list
         assert "sagg" in litellm.provider_list
 
     def test_sagg_json_config_exists(self):
-        """Test that sagg is configured in providers.json"""
         from litellm.llms.openai_like.json_loader import JSONProviderRegistry
 
-        # Verify sagg is loaded
         assert JSONProviderRegistry.exists("sagg")
 
-        # Get sagg config
         sagg = JSONProviderRegistry.get("sagg")
         assert sagg is not None
         assert sagg.base_url == "https://api.privatedeskai.com/v1"
@@ -50,11 +35,10 @@ class TestSaggProviderConfig:
         assert sagg.param_mappings.get("max_completion_tokens") == "max_tokens"
 
     def test_sagg_provider_resolution(self):
-        """Test that provider resolution finds sagg - the real model id
-        contains its own slash (deepseek-ai/DeepSeek-V4-Flash-0731), so
-        this also confirms provider-prefix splitting only splits on the
-        FIRST slash, same as e.g. pinstripes/ps/glm-4.5-air elsewhere in
-        this same registry."""
+        """The real model id contains its own slash
+        (deepseek-ai/DeepSeek-V4-Flash-0731), so this also confirms
+        provider-prefix splitting only splits on the FIRST slash, same
+        as e.g. pinstripes/ps/glm-4.5-air elsewhere in this registry."""
         from litellm.litellm_core_utils.get_llm_provider_logic import get_llm_provider
 
         model, provider, api_key, api_base = get_llm_provider(
@@ -69,10 +53,8 @@ class TestSaggProviderConfig:
         assert api_base == "https://api.privatedeskai.com/v1"
 
     def test_sagg_router_config(self):
-        """Test that sagg can be used in Router configuration"""
         from litellm import Router
 
-        # This should not raise "Unsupported provider - sagg"
         router = Router(
             model_list=[
                 {
@@ -85,17 +67,13 @@ class TestSaggProviderConfig:
             ]
         )
 
-        # Verify the deployment was created successfully
         assert len(router.model_list) == 1
         assert router.model_list[0]["model_name"] == "sagg-deepseek"
 
     def test_sagg_parameter_mapping(self):
-        """Test that max_completion_tokens is mapped to max_tokens for
-        sagg - SAGG's own request parser only recognizes max_tokens
-        (cmd/gateway/billing.go's chatRequestForBilling struct has no
-        max_completion_tokens field at all), so a caller sending the
-        newer OpenAI param name needs this mapping to actually take
-        effect server-side, not be silently dropped."""
+        """SAGG's own request parser only recognizes max_tokens, so a
+        caller sending max_completion_tokens needs this mapping to
+        actually take effect server-side rather than being dropped."""
         from litellm.llms.openai_like.dynamic_config import create_config_class
         from litellm.llms.openai_like.json_loader import JSONProviderRegistry
 
@@ -115,48 +93,6 @@ class TestSaggProviderConfig:
         assert result["temperature"] == 0.7
 
 
-class TestSaggIntegration:
-    """Integration tests for SAGG provider"""
-
-    def test_sagg_completion_basic(self):
-        """Test basic completion call to SAGG"""
-        # Skip test if API key not set in environment
-        if not os.environ.get("SAGG_API_KEY"):
-            if pytest:
-                pytest.skip("SAGG_API_KEY not set")
-            return
-
-        try:
-            response = litellm.completion(
-                model="sagg/deepseek-ai/DeepSeek-V4-Flash-0731",
-                messages=[
-                    {
-                        "role": "user",
-                        "content": "Say 'test successful' and nothing else",
-                    }
-                ],
-                max_tokens=10,
-            )
-
-            assert response is not None
-            assert hasattr(response, "choices")
-            assert len(response.choices) > 0
-            assert hasattr(response.choices[0], "message")
-            assert hasattr(response.choices[0].message, "content")
-            assert response.choices[0].message.content is not None
-
-            content = response.choices[0].message.content.lower()
-            assert len(content) > 0
-
-            print(f"✓ SAGG completion successful: {response.choices[0].message.content}")
-
-        except Exception as e:
-            if pytest:
-                pytest.fail(f"SAGG completion failed: {str(e)}")
-            else:
-                raise
-
-
 if __name__ == "__main__":
     print("Testing SAGG Provider...")