🚀New Python: faster more than 2x!
Released in April 2022, the alpha of Python 3.11 can run up to 60% faster than the previous version in some cases. Benchmarking tests conducted by Phoronix, conducted on Ubuntu Linux and compiled with the GCC compiler, have shown that Python 3.11 scripts run an average of 25% faster than Python 3.10 without changing the code. This became possible due to the fact that now the interpreter is responsible for the static placement of its code objects and speeding up the seda of execution. Now, every time Python is used to call one of its own functions, a new frame is created, the internal structure of which has been improved so that it saves only the most important information without additional data about memory management and debugging.
Also, as of release 3.11, it is introduced that when CPython encounters a Python function that calls another function, it sets up a new frame and jumps to the new code contained within it. This avoids calling the function responsible for interpreting C (previously, each call to a Python function called a C function that interpreted it). This innovation further accelerated the execution of Python scripts.
https://levelup.gitconnected.com/the-fastest-python-yet-up-to-60-faster-2eeb3d9a99d0