How fast is Python?

This page summarizes the projects mentioned and recommended in the original post on /r/learnpython

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  • Numba

    NumPy aware dynamic Python compiler using LLVM

  • Fairly slow because it's interpreted and there's no compiler optimizations at all. If you're doing a lot of numerical calculations you can get C-like speeds if you write those parts in numpy. You can also JIT compile specific functions with numba, or the whole program with pypy.

  • FrameworkBenchmarks

    Source for the TechEmpower Framework Benchmarks project

  • If you want more extensive benchmarks check these: https://www.techempower.com/benchmarks/#section=data-r20&hw=cl&test=fortune

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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