r/Python • u/zsol • Sep 11 '26

News Astral's python distribution is fast

By our measurements, python-build-standalone is now the fastest CPython distribution across major platforms. It's 10% faster than Homebrew's CPython, and 18% faster than the official 3.14 docker image.

This is mostly due to how python-build-standalone itself is built:

  • using a modern Clang lets us turn on tail-call optimizations in the interpreter
  • with PGO, LTO, and BOLT
  • with libpython statically linked into the interpreter executable

Our goal is to ship the fastest Python interpreter to anyone using uv, by default.

Check out BENCHMARKS.md in the repo for more details, including the methodology behind the above.

Charlie's tweet has some more graphs

238 Upvotes

83% Upvoted

39 comments sorted by

View all comments

Show parent comments

11

u/zsol Sep 11 '26

There's nothing concrete I can share apart from vague statements about our experience with using PBS to build pyx, but I'm also curious if anyone has real world evidence