JIT compiler

A just-in-time (JIT) compiler is a part of the runtime environment for Python that compiles bytecode into machine code at runtime. This approach contrasts with traditional ahead-of-time (AOT) compilation, which compiles the entire program before execution.

By compiling code just in time, a JIT compiler can optimize the execution of your program based on the actual runtime context, potentially improving performance significantly.

Tutorial

Python 3.13: Free Threading and a JIT Compiler

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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By Leodanis Pozo Ramos • Updated Oct. 15, 2025