Beyond cProfile for Python profiling cProfile is hardly the only way to profile a Python application. cProfile is certainly one of the most convenient ways, given that it’s bundled with Python.

Call time.perf_counter once before an action, once after, and obtain the difference between the two. This gives you an unobtrusive, low-overhead—if also unsophisticated—way to time code.