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. Oct 13, 2009 · To measure a Python program's execution time, use the time module. Record the start time with time .time () before the code and the end time after. Subtract start from end to get the duration. For precise timing, use time. perf_ counter () instead, which provides better accuracy for performance testing. Feb 23, 2022 · Calculate the program's execution time in Python. Use the time, timeit, datetime module to measure the execution time in seconds, milliseconds, and minutes.
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