diff --git a/src/crewai/llm.py b/src/crewai/llm.py
index 7a7ee4950..daaa60ee5 100644
--- a/src/crewai/llm.py
+++ b/src/crewai/llm.py
@@ -201,16 +201,11 @@ def suppress_warnings():
         yield
 
 
-_litellm_logger = None
-
 @contextmanager
 def suppress_litellm_output():
     """Contextually suppress litellm-related logging output during LLM calls."""
-    global _litellm_logger
-    if _litellm_logger is None:
-        _litellm_logger = logging.getLogger("litellm")
-    
-    original_level = _litellm_logger.level
+    litellm_logger = logging.getLogger("litellm")
+    original_level = litellm_logger.level
     
     warning_patterns = [
         ".*give feedback.*",
@@ -224,14 +219,18 @@ def suppress_litellm_output():
             for pattern in warning_patterns:
                 warnings.filterwarnings("ignore", message=pattern)
             
-            _litellm_logger.setLevel(logging.WARNING)
+            try:
+                litellm_logger.setLevel(logging.WARNING)
+            except Exception as e:
+                logging.debug(f"Error setting logger level: {e}")
+            
             yield
     except Exception as e:
         logging.debug(f"Error in litellm output suppression: {e}")
         raise
     finally:
         try:
-            _litellm_logger.setLevel(original_level)
+            litellm_logger.setLevel(original_level)
         except Exception as e:
             logging.debug(f"Error restoring logger level: {e}")
 
diff --git a/tests/test_sys_stream_hijacking.py b/tests/test_sys_stream_hijacking.py
index 7a352dc5c..fdf99e7df 100644
--- a/tests/test_sys_stream_hijacking.py
+++ b/tests/test_sys_stream_hijacking.py
@@ -136,28 +136,22 @@ def test_concurrent_llm_calls():
     assert all("test response" in result for result in results)
 
 
-def test_logger_caching_performance():
-    """Test that logger instance is cached for performance."""
+def test_logger_performance():
+    """Test that logger operations work correctly without global caching."""
     from crewai.llm import suppress_litellm_output
-    import crewai.llm
     
-    original_logger = crewai.llm._litellm_logger
-    crewai.llm._litellm_logger = None
-    
-    try:
-        with patch('logging.getLogger') as mock_get_logger:
-            mock_logger = MagicMock()
-            mock_get_logger.return_value = mock_logger
+    with patch('logging.getLogger') as mock_get_logger:
+        mock_logger = MagicMock()
+        mock_get_logger.return_value = mock_logger
+        
+        with suppress_litellm_output():
+            pass
+        
+        with suppress_litellm_output():
+            pass
             
-            with suppress_litellm_output():
-                pass
-            
-            with suppress_litellm_output():
-                pass
-                
-            mock_get_logger.assert_called_once_with("litellm")
-    finally:
-        crewai.llm._litellm_logger = original_logger
+        assert mock_get_logger.call_count == 2
+        mock_get_logger.assert_called_with("litellm")
 
 
 def test_suppression_error_handling():