In managing memory efficiently in Python, there is the option to trace Python allocators to detect when Python objects are freed to avoid reporting them as leaked. Alternatively, one can disable the PyMalloc allocator and instruct Python to directly call the system malloc for memory needs by setting 'Python malloc' to 'malloc'. This action deactivates PyMalloc for optimized memory management.