head to head · open source

Lightpanda vs Vibe-Skills

Lightpanda has 40,882 GitHub stars, 1,999 forks, 98 open issues and last shipped yesterday. Vibe-Skills has 3,788 stars, 342 forks, 42 open issues and last shipped 3 days ago. Lightpanda leads on adoption by 979% (40,882 vs 3,788 stars). Lightpanda is written in Zig under AGPL-3.0; Vibe-Skills is written in Python under Apache-2.0. Lightpanda has attracted 5% as many forks as stars, Vibe-Skills 9%. Lightpanda 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.

Lightpanda ★ 41K Vibe-Skills ★ 3.8K category Data & Analytics

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Side by side

Lightpanda Vibe-Skills
GitHub stars ★ 41K ★ 3.8K
License AGPL-3.0 Apache-2.0
Written in Zig Python
Last push 2026-11-02 2026-10-31
Forks ⑂ 2.0K ⑂ 342
Self-hosting Yes Yes
Data ownership Your server Your server

pick Lightpanda if

  • You weight community size — 41K stars and counting
  • You want the AGPL-3.0 license terms
  • Your stack matches Zig
  • You value the larger contributor base for long-term maintenance

full Lightpanda profile →

pick Vibe-Skills if

  • You want the Vibe-Skills feature set and don't need the biggest community
  • You prefer the Apache-2.0 license terms
  • Your stack matches Python
  • You evaluated both and Vibe-Skills fits your workflow better

full Vibe-Skills profile →

About Lightpanda

Lightpanda Browser The headless browser built from scratch for AI agents and automation. Not a Chromium fork. Not a WebKit patch. A new browser, written in Zig.   Benchmarks Requesting 933 real web pages over the network on a AWS EC2 m5.large instance. See benchmark details. Quick start Install Package Managers Latest nightly from Homebrew: Latest nightly from Arch Linux User Repository: Download from the nightly builds You can download the last binary from the nightly builds for Linux and MacOS for both x86 64 and aarch64. For Linux Verify the binary before running anything: Linux aarch64 is also available…

read the full Lightpanda overview →

About Vibe-Skills

English 中文 Latest release · v4.1.0 Quick start · Measured on SkillsBench Mean verifier reward: +21.12 pp Total tokens: 29.6% · Tool calls: 33.1% SkillsBench is a benchmark designed to evaluate whether AI agents can effectively use Skills to complete professional tasks across diverse domains. Its purpose is to measure how much a model’s ability to solve complex real world tasks improves when it is equipped with specialized Skills. To evaluate performance in production like environments where a large number of Skills are installed simultaneously, we adapted SkillsBench into a more realistic large scale multi Skill…

read the full Vibe-Skills overview →

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Frequently asked questions

Is Lightpanda or Vibe-Skills more popular?

Lightpanda has 40,882 GitHub stars and Vibe-Skills has 3,788. Lightpanda has the larger community by that measure.

Are Lightpanda and Vibe-Skills free?

Both are open source. Lightpanda is licensed under AGPL-3.0 and Vibe-Skills under Apache-2.0. Neither carries a licence fee.

What is the difference between Lightpanda and Vibe-Skills?

Lightpanda is written in Zig and Vibe-Skills 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, Lightpanda or Vibe-Skills?

Choose Lightpanda if you want the larger community (40,882 stars) or its AGPL-3.0 licence terms. Choose Vibe-Skills if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.