Web Reference: Feb 17, 2026 · When building concurrent programs in Python, developers often ask: Should I use threading or multiprocessing? Both allow parallel work — but they behave very differently. Apr 28, 2025 · In this article, we will learn the what, why, and how of multithreading and multiprocessing in Python. Before we dive into the code, let us understand what these terms mean. As mentioned in the question, Multiprocessing in Python is the only real way to achieve true parallelism. Multithreading cannot achieve this because the GIL prevents threads from running in parallel.
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