Replaces single global refcount with per-thread reference counting tables, eliminating atomic contention. Deferred deallocation queue handles cross-thread object cleanup safely. ThreadState tracks per-thread objects, avoiding GIL serialization. 3x speedup on CPU-bound multithreading workloads. Install via uv python install 3.13t.
Python

How does Python 3.13's free-threaded mode achieve true multi-core parallelism without the Global Interpreter Lock (GIL)?
December 3, 2025
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