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Re:Progress on No-GIL CPython by sgarland on Friday October 20, 2023 @08:25PM (#37962962)
Tangentially, 3.11 was the first release in quite some time to have major speed improvements across the board. The average is 25%, sometimes far more.

Anyone who hasn’t upgraded to it by now is needlessly spending extra on compute.

Re:Progress on No-GIL CPython by sapiogram on Saturday October 21, 2023 @07:09AM (#37965817)
It's only 25% speedup in actual Python code, in domains like data science this won't matter much, because your cpu cycles are mostly spent inside numpy.
Re:Progress on No-GIL CPython by evolutionas on Saturday October 21, 2023 @10:28AM (#37967033)
It does matter if you run your ML models in production. After we upgraded to 3.12 the average response time ~4-6ms decreased to stable sub 2ms. Latency decrease for p95 and p99 were even more significant
Re:Progress on No-GIL CPython by sgarland on Saturday October 21, 2023 @10:54AM (#37967284)
There are plenty of web apps running in pure Python. It matters a great deal for them.