Web Reference: 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. 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. Sep 28, 2023 · You can benchmark the execution of Python code using the " time " module in the standard library. In this tutorial, you will discover how to time the execution of Python code using a suite of different techniques. Let's get started.
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