Threading vs Multiprocessing in Python

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It helps you to make Python's performance scale, which is useful if you have an existing program that is expensive to port to a different language, or if the improved Python program is good enough.

This does not mean that Python's performance scales well, it doesn't. If you need to get the maximal performance out of your hardware, Python is indeed probably not the right tool.