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Python 3.14 Beta: Free-Threading and JIT Compilation Now Default

The Python core team has released the first beta of Python 3.14, which includes two groundbreaking changes: free-threading (no-GIL mode) and the experimental JIT compiler are now enabled by default in standard builds.

What's New

  • Free-Threading — The Global Interpreter Lock (GIL) is disabled by default, enabling true multi-threaded parallelism
  • JIT Compiler — The copy-and-patch JIT compiler shows 10-30% performance improvements on computational workloads
  • Deferred Evaluation — PEP 649 deferred evaluation of annotations is now the default behavior
  • Template Strings — PEP 750 introduces t-strings for safe string templating

These changes represent the most significant performance improvements in Python's history and should benefit data science, web development, and automation workloads.

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