Web Reference: Jul 15, 2025 · Measuring the execution time of a Python program is useful for performance analysis, benchmarking, and optimization. Python provides several built-in modules to achieve this with ease. In this article, we'll explore different ways to measure how long a Python program takes to run. The python cProfile and pstats modules offer great support for measuring time elapsed in certain functions without having to add any code around the existing functions. 1 day ago · To measure the execution time of the first statement, use the timeit() method. The repeat() and autorange() methods are convenience methods to call timeit() multiple times.
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