Pyinstrument Profiler

Pyinstrument is a powerful call stack profiler for Python that helps developers understand why their code is slow. It operates by sampling the call stack at regular intervals, providing a clear, interactive visualization of time spent in different functions. The current stable version is 5.1.2, and the library maintains an active release cadence with frequent updates addressing bugs and introducing new features, particularly around its HTML rendering capabilities.