head to head · open source

lighthouse vs skfolio

lighthouse has 30,930 GitHub stars, 9,775 forks, 470 open issues and last shipped yesterday. skfolio has 2,535 stars, 285 forks, 30 open issues and last shipped 2 days ago. lighthouse leads on adoption by 1,120% (30,930 vs 2,535 stars). lighthouse is written in JavaScript under Apache-2.0; skfolio is written in Python under BSD-3-Clause. lighthouse has attracted 32% as many forks as stars, skfolio 11%. lighthouse was the more recently maintained of the two, and both are self-hostable with no licence fee.

Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.

lighthouse ★ 31K skfolio ★ 2.5K category Business Software

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Side by side

lighthouse skfolio
GitHub stars ★ 31K ★ 2.5K
License Apache-2.0 BSD-3-Clause
Written in JavaScript Python
Last push 2026-10-24 2026-10-23
Forks ⑂ 9.8K ⑂ 285
Self-hosting Yes Yes
Data ownership Your server Your server

pick lighthouse if

  • You weight community size — 31K stars and counting
  • You want the Apache-2.0 license terms
  • Your stack matches JavaScript
  • You value the larger contributor base for long-term maintenance

full lighthouse profile →

pick skfolio if

  • You want the skfolio feature set and don't need the biggest community
  • You prefer the BSD-3-Clause license terms
  • Your stack matches Python
  • You evaluated both and skfolio fits your workflow better

full skfolio profile →

About lighthouse

Lighthouse Lighthouse analyzes web apps and web pages, collecting modern performance metrics and insights on developer best practices. Using Lighthouse Using Lighthouse in Chrome DevTools Using the Chrome extension Using the Node CLI CLI options Using the Node module Viewing a report Online Viewer Docs & Recipes Developing Lighthouse Setup Run Tests Docs Associated Products and Projects Lighthouse Integrations in Web Perf services Lighthouse Integrations in non Web Perf services Plugins Related projects FAQ How does Lighthouse work? Can I configure the lighthouse run? How does Lighthouse use network throttling…

read the full lighthouse overview →

About skfolio

.. mode: rst .. The regions delimited by the skfolio shared start and skfolio shared end comments are included verbatim in docs/index.rst . Do not rename or remove them. Content placed outside those regions stays in the README only. .. Licence image:: :target: .. Codecov image:: :target: .. PythonVersion image:: :target: .. PyPi image:: :target: .. CI/CD image:: :target: .. Downloads image:: :target: .. Ruff image:: :target: .. Contribution image:: :target: .. Website image:: :target: .. JupyterLite image:: :target: .. Discord image:: :target: .. DOI image:: :target: =============== icon skfolio ===============…

read the full skfolio overview →

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Frequently asked questions

Is lighthouse or skfolio more popular?

lighthouse has 30,930 GitHub stars and skfolio has 2,535. lighthouse has the larger community by that measure.

Are lighthouse and skfolio free?

Both are open source. lighthouse is licensed under Apache-2.0 and skfolio under BSD-3-Clause. Neither carries a licence fee.

What is the difference between lighthouse and skfolio?

lighthouse is written in JavaScript and skfolio in Python. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.

Which should I choose, lighthouse or skfolio?

Choose lighthouse if you want the larger community (30,930 stars) or its Apache-2.0 licence terms. Choose skfolio if its feature set, stack or BSD-3-Clause licence fits better. Both are self-hostable.