The State of Python Profiling in 2026
CPython now ships its own sampling profiler, free-threading is going mainstream, and coding agents have started reading profiles. In this post I look at where Python profiling stands today, compare Tachyon, py-spy, Scalene and Austin, and go through what's new in Austin 4.1.