Python Tip of the Day: Benchmark Code with timeit Module
Benchmark Code with timeit Module
Author: Jeremy Morgan
Published: November 9, 2024

AI changed software development. This is how the pros use it.
Written for working developers, Coding with AI goes beyond hype to show how AI fits into real production workflows. Learn how to integrate AI into Python projects, avoid hallucinations, refactor safely, generate tests and docs, and reclaim hours of development time—using techniques tested in real-world projects.
Curious about how fast your code runs? timeit lets you measure execution time easily.
# Benchmark sum of numbers
import timeit
execution_time = timeit.timeit('sum(range(1000))', number=10000)
print(f"Execution time: {execution_time} seconds")

The Python Tip of the Day is a daily series published in the month of November. The tips are designed to help you become a better Python programmer. I post tips like this and more every single day on X. Let’s connect!

AI changed software development. This is how the pros use it.
Written for working developers, Coding with AI goes beyond hype to show how AI fits into real production workflows. Learn how to integrate AI into Python projects, avoid hallucinations, refactor safely, generate tests and docs, and reclaim hours of development time—using techniques tested in real-world projects.
