diff --git a/codeflash/code_utils/code_extractor.py b/codeflash/code_utils/code_extractor.py
index 4c50d978..52cb80a4 100644
--- a/codeflash/code_utils/code_extractor.py
+++ b/codeflash/code_utils/code_extractor.py
@@ -335,12 +335,12 @@ def leave_Module(self, original_node: cst.Module, updated_node: cst.Module) -> c
         return updated_node
 
 
-def extract_global_statements(source_code: str) -> list[cst.SimpleStatementLine]:
+def extract_global_statements(source_code: str) -> tuple[cst.Module, list[cst.SimpleStatementLine]]:
     """Extract global statements from source code."""
     module = cst.parse_module(source_code)
     collector = GlobalStatementCollector()
     module.visit(collector)
-    return collector.global_statements
+    return module, collector.global_statements
 
 
 def find_last_import_line(target_code: str) -> int:
@@ -373,39 +373,41 @@ def delete___future___aliased_imports(module_code: str) -> str:
 
 
 def add_global_assignments(src_module_code: str, dst_module_code: str) -> str:
-    new_added_global_statements = extract_global_statements(src_module_code)
-    existing_global_statements = extract_global_statements(dst_module_code)
+    src_module, new_added_global_statements = extract_global_statements(src_module_code)
+    dst_module, existing_global_statements = extract_global_statements(dst_module_code)
 
-    # make sure we don't have any staments applited multiple times in the global level.
-    unique_global_statements = [
-        stmt
-        for stmt in new_added_global_statements
-        if not any(stmt.deep_equals(existing_stmt) for existing_stmt in existing_global_statements)
-    ]
+    unique_global_statements = []
+    for stmt in new_added_global_statements:
+        if any(
+            stmt is existing_stmt or stmt.deep_equals(existing_stmt) for existing_stmt in existing_global_statements
+        ):
+            continue
+        unique_global_statements.append(stmt)
 
+    mod_dst_code = dst_module_code
+    # Insert unique global statements if any
     if unique_global_statements:
-        # Find the last import line in target
         last_import_line = find_last_import_line(dst_module_code)
-
-        # Parse the target code
-        target_module = cst.parse_module(dst_module_code)
-
-        # Create transformer to insert new statements
+        # Reuse already-parsed dst_module
         transformer = ImportInserter(unique_global_statements, last_import_line)
-        #
-        # # Apply transformation
-        modified_module = target_module.visit(transformer)
-        dst_module_code = modified_module.code
-
-    # Parse the code
-    original_module = cst.parse_module(dst_module_code)
-    new_module = cst.parse_module(src_module_code)
+        # Use visit inplace, don't parse again
+        modified_module = dst_module.visit(transformer)
+        mod_dst_code = modified_module.code
+        # Parse the code after insertion
+        original_module = cst.parse_module(mod_dst_code)
+    else:
+        # No new statements to insert, reuse already-parsed dst_module
+        original_module = dst_module
 
+    # Parse the src_module_code once only (already done above: src_module)
     # Collect assignments from the new file
     new_collector = GlobalAssignmentCollector()
-    new_module.visit(new_collector)
+    src_module.visit(new_collector)
+    # Only create transformer if there are assignments to insert/transform
+    if not new_collector.assignments:  # nothing to transform
+        return mod_dst_code
 
-    # Transform the original file
+    # Transform the original destination module
     transformer = GlobalAssignmentTransformer(new_collector.assignments, new_collector.assignment_order)
     transformed_module = original_module.visit(transformer)