Software Alternatives & Reviews

PyPy VS Numba

Compare PyPy VS Numba and see what are their differences

PyPy logo PyPy

PyPy is a fast, compliant alternative implementation of the Python language (2.7.1).

Numba logo Numba

Numba gives you the power to speed up your applications with high performance functions written...
  • PyPy Landing page
    Landing page //
    2023-10-15
  • Numba Landing page
    Landing page //
    2019-09-05

PyPy

Categories
  • Website Builder
  • Website Design
  • CMS
  • Programming Language
Website pypy.org
Details $-

Numba

Categories
  • Website Builder
  • Programming Language
  • Website Design
  • CMS
Website numba.pydata.org
Details $

PyPy videos

PyPy - the hero we all deserve. - Amit Ripshtos - PyCon Israel 2019

More videos:

  • Review - Using the PyPy runtime for Python
  • Review - How PyPy runs your program

Numba videos

The Criminal History of RondoNumbaNine

More videos:

  • Review - lucky numba review
  • Review - RondoNumbaNine - Free RondoNumbaNine "Clint Massey” (Official Interview - WSHH Exclusive)

Category Popularity

0-100% (relative to PyPy and Numba)
Website Builder
28 28%
72% 72
Website Design
25 25%
75% 75
CMS
37 37%
63% 63
Programming Language
27 27%
73% 73

User comments

Share your experience with using PyPy and Numba. For example, how are they different and which one is better?
Log in or Post with

Social recommendations and mentions

Based on our record, Numba seems to be a lot more popular than PyPy. While we know about 92 links to Numba, we've tracked only 4 mentions of PyPy. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

PyPy mentions (4)

  • Python 3.12: A Game-Changer in Performance and Efficiency
    If you r looking for performance with almost fully supported C Extensions , pypy.org for you , 20x faster than cpython still. Source: about 1 year ago
  • What change should Python 4 bring, in your opinion?
    I think you never heard of PyPy it is drop in replacable python written in Python and It is jit avg 5x faster than Python , 20x faster in some cases. Https://pypy.org. Source: almost 2 years ago
  • 4x smaller, 50x faster
    Well, pypy is a thing. Of course, your overall point still stands. Source: over 2 years ago
  • Microsoft is hiring, looking to speed up cpython
    Why don't they just sponsor pypy.org ? Its already 4x faster in average , 20x in many cases. We are using in 4 of our projects with one of them 10k active concurrent connections max , and its absolutely amazing. Its a realtime telemedince/chatroom (OnDoctor check in playstore). And we host it on 40$ Digital ocean machine. A lot less memory usage and so much faster. Source: almost 3 years ago

Numba mentions (92)

  • Gravitational Collapse of Spongebob
    I believe it is using Numba which converts to machine code. https://numba.pydata.org/. - Source: Hacker News / 12 days ago
  • Mojo🔥: Head -to-Head with Python and Numba
    Around the same time, I discovered Numba and was fascinated by how easily it could bring huge performance improvements to Python code. - Source: dev.to / 6 months ago
  • Mojo: The usability of Python with the performance of C
    Or you use numba [1]. Then you can use a subset of plain Python. [1] https://numba.pydata.org/. - Source: Hacker News / 6 months ago
  • Is anyone using PyPy for real work?
    Simulations are, at least in my experience, numba’s [0] wheelhouse. [0]: https://numba.pydata.org/. - Source: Hacker News / 8 months ago
  • Any data folks coding C++ and Java? If so, why did you leave Python?
    That's very cool. Numba introduces just-in-time compilation to Python via decorators and its sole reason for being is to turn everything it can into abstract syntax trees. Source: 9 months ago
View more

What are some alternatives?

When comparing PyPy and Numba, you can also consider the following products

cx_Freeze - cx_Freeze is a set of scripts and modules for freezing Python scripts into executables in much the...

Cython - Cython is a language that makes writing C extensions for the Python language as easy as Python...

PyInstaller - PyInstaller is a program that freezes (packages) Python programs into stand-alone executables...

nuitka - Nuitka is a Python compiler.

bbfreeze - create stand-alone executables from python scripts

py2exe - A distutils extension to create standalone Windows programs from Python scripts.