Science, health and education

Scientific and numerical computing

Frameworks and tools for scientific computing, numerical analysis, and machine learning

Scientific and numerical computing is growing in line with its peers; its strongest place is open-source editor extensions at 1.0× the typical product. The fastest product is Wolfbook — Mathematica & Wolfram Language Notebooks, up 2.6×. 169 products measured, as of Oct 10, 2026.

How we measure

Where it grows against its peers

  • Open-source editor extensions10 products1.03×
  • Code editor extensions23 products1.01×
  • Workplace add-ons9 products1.01×
  • Open models14 products0.55×

The line marks 1×: the typical product in that place.

Fastest products

  1. 1Wolfbook — Mathematica & Wolfram Language NotebooksOpen-source editor extensions2.6×
  2. 2jupyter-notebookAgent skills1.6×
  3. 3OWEN — Open Workspace for Engineered NeutronicsOpen-source editor extensions1.3×
  4. 4NPZ ViewerCode editor extensions1.3×
  5. 5MatterVizOpen-source editor extensions1.2×
  6. 6CatGoOpen-source editor extensions1.1×
  7. 7Scientific Data ViewerOpen-source editor extensions1.1×
  8. 8MatrixSpyOpen-source editor extensions1.1×
  9. 9JupyterOpen-source editor extensions1.1×
  10. 10vscode-numpy-viewer-simpleCode editor extensions1.1×

Scientific and numerical computing: quick answers

Not faster than its peers right now; the closest is open-source editor extensions at 1.0× the typical product.

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