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Title: Python 3.13: Free Threading and a JIT Compiler – Real Python

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Description: Python 3.13 enhanced Python performance. Make a custom Python build with Docker to enable free threading and a JIT compiler. Learn how these features affect the language's ecosystem.

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Table of Contentshttps://realpython.com/python313-free-threading-jit/#toc
Free Threading and JIT in Python 3.13: What’s the Fuss?https://realpython.com/python313-free-threading-jit/#free-threading-and-jit-in-python-313-whats-the-fuss
Free Threading Makes the GIL Optionalhttps://realpython.com/python313-free-threading-jit/#free-threading-makes-the-gil-optional
JIT Compiles Python to Machine Codehttps://realpython.com/python313-free-threading-jit/#jit-compiles-python-to-machine-code
Get Your Hands on the New Featureshttps://realpython.com/python313-free-threading-jit/#get-your-hands-on-the-new-features
The Official Distribution Channelshttps://realpython.com/python313-free-threading-jit/#the-official-distribution-channels
Python Version Manager: pyenvhttps://realpython.com/python313-free-threading-jit/#python-version-manager-pyenv
Custom Build From Source Codehttps://realpython.com/python313-free-threading-jit/#custom-build-from-source-code
Compile and Run Python 3.13 Using Dockerhttps://realpython.com/python313-free-threading-jit/#compile-and-run-python-313-using-docker
Install the Necessary Build Tools and Librarieshttps://realpython.com/python313-free-threading-jit/#install-the-necessary-build-tools-and-libraries
Download Python Source Code Into the Containerhttps://realpython.com/python313-free-threading-jit/#download-python-source-code-into-the-container
Build Python With Free Threading and JIT Supporthttps://realpython.com/python313-free-threading-jit/#build-python-with-free-threading-and-jit-support
Build Stock Python Without Experimental Featureshttps://realpython.com/python313-free-threading-jit/#build-stock-python-without-experimental-features
Take a Snapshot of Your Docker Containerhttps://realpython.com/python313-free-threading-jit/#take-a-snapshot-of-your-docker-container
Run Python 3.13 From Your Host Machinehttps://realpython.com/python313-free-threading-jit/#run-python-313-from-your-host-machine
Check the Availability of Experimental Features at Runtimehttps://realpython.com/python313-free-threading-jit/#check-the-availability-of-experimental-features-at-runtime
Take Control of the Global Interpreter Lockhttps://realpython.com/python313-free-threading-jit/#take-control-of-the-global-interpreter-lock
Toggle the Just-in-Time Compiler at Runtimehttps://realpython.com/python313-free-threading-jit/#toggle-the-just-in-time-compiler-at-runtime
Break Down Python Bytecode Into Micro-Opshttps://realpython.com/python313-free-threading-jit/#break-down-python-bytecode-into-micro-ops
Measure the Performance Improvements of Python 3.13https://realpython.com/python313-free-threading-jit/#measure-the-performance-improvements-of-python-313
Free Threading: Recursive Fibonaccihttps://realpython.com/python313-free-threading-jit/#free-threading-recursive-fibonacci
JIT Compiler: Iterative Fibonaccihttps://realpython.com/python313-free-threading-jit/#jit-compiler-iterative-fibonacci
Make a C Extension Module for Python 3.13 and Laterhttps://realpython.com/python313-free-threading-jit/#make-a-c-extension-module-for-python-313-and-later
Implement a Bare-Bones Extension Modulehttps://realpython.com/python313-free-threading-jit/#implement-a-bare-bones-extension-module
Compile the Module Into a Shared Objecthttps://realpython.com/python313-free-threading-jit/#compile-the-module-into-a-shared-object
Import the Compiled Module Into Python 3.13https://realpython.com/python313-free-threading-jit/#import-the-compiled-module-into-python-313
Mark the Extension Module as Thread-Safehttps://realpython.com/python313-free-threading-jit/#mark-the-extension-module-as-thread-safe
Conclusionhttps://realpython.com/python313-free-threading-jit/#conclusion
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Bartosz Zaczyńskihttps://realpython.com/python313-free-threading-jit/#author
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advancedhttps://realpython.com/tutorials/advanced/
pythonhttps://realpython.com/tutorials/python/
Free Threading and JIT in Python 3.13: What’s the Fuss?https://realpython.com/python313-free-threading-jit/#free-threading-and-jit-in-python-313-whats-the-fuss
Free Threading Makes the GIL Optionalhttps://realpython.com/python313-free-threading-jit/#free-threading-makes-the-gil-optional
JIT Compiles Python to Machine Codehttps://realpython.com/python313-free-threading-jit/#jit-compiles-python-to-machine-code
Get Your Hands on the New Featureshttps://realpython.com/python313-free-threading-jit/#get-your-hands-on-the-new-features
The Official Distribution Channelshttps://realpython.com/python313-free-threading-jit/#the-official-distribution-channels
Python Version Manager: pyenvhttps://realpython.com/python313-free-threading-jit/#python-version-manager-pyenv
Custom Build From Source Codehttps://realpython.com/python313-free-threading-jit/#custom-build-from-source-code
Compile and Run Python 3.13 Using Dockerhttps://realpython.com/python313-free-threading-jit/#compile-and-run-python-313-using-docker
Install the Necessary Build Tools and Librarieshttps://realpython.com/python313-free-threading-jit/#install-the-necessary-build-tools-and-libraries
Download Python Source Code Into the Containerhttps://realpython.com/python313-free-threading-jit/#download-python-source-code-into-the-container
Build Python With Free Threading and JIT Supporthttps://realpython.com/python313-free-threading-jit/#build-python-with-free-threading-and-jit-support
Build Stock Python Without Experimental Featureshttps://realpython.com/python313-free-threading-jit/#build-stock-python-without-experimental-features
Take a Snapshot of Your Docker Containerhttps://realpython.com/python313-free-threading-jit/#take-a-snapshot-of-your-docker-container
Run Python 3.13 From Your Host Machinehttps://realpython.com/python313-free-threading-jit/#run-python-313-from-your-host-machine
Check the Availability of Experimental Features at Runtimehttps://realpython.com/python313-free-threading-jit/#check-the-availability-of-experimental-features-at-runtime
Take Control of the Global Interpreter Lockhttps://realpython.com/python313-free-threading-jit/#take-control-of-the-global-interpreter-lock
Toggle the Just-in-Time Compiler at Runtimehttps://realpython.com/python313-free-threading-jit/#toggle-the-just-in-time-compiler-at-runtime
Break Down Python Bytecode Into Micro-Opshttps://realpython.com/python313-free-threading-jit/#break-down-python-bytecode-into-micro-ops
Measure the Performance Improvements of Python 3.13https://realpython.com/python313-free-threading-jit/#measure-the-performance-improvements-of-python-313
Free Threading: Recursive Fibonaccihttps://realpython.com/python313-free-threading-jit/#free-threading-recursive-fibonacci
JIT Compiler: Iterative Fibonaccihttps://realpython.com/python313-free-threading-jit/#jit-compiler-iterative-fibonacci
Make a C Extension Module for Python 3.13 and Laterhttps://realpython.com/python313-free-threading-jit/#make-a-c-extension-module-for-python-313-and-later
Implement a Bare-Bones Extension Modulehttps://realpython.com/python313-free-threading-jit/#implement-a-bare-bones-extension-module
Compile the Module Into a Shared Objecthttps://realpython.com/python313-free-threading-jit/#compile-the-module-into-a-shared-object
Import the Compiled Module Into Python 3.13https://realpython.com/python313-free-threading-jit/#import-the-compiled-module-into-python-313
Mark the Extension Module as Thread-Safehttps://realpython.com/python313-free-threading-jit/#mark-the-extension-module-as-thread-safe
Conclusionhttps://realpython.com/python313-free-threading-jit/#conclusion
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Python 3.13: Free Threading and a JIT Compilerhttps://realpython.com/quizzes/python313-free-threading-jit/
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