head to head · open source
Lightpanda vs crawlee-python
Lightpanda has 41,174 GitHub stars, 2,024 forks, 98 open issues and last shipped yesterday. crawlee-python has 9,642 stars, 820 forks, 100 open issues and last shipped yesterday. Lightpanda leads on adoption by 327% (41,174 vs 9,642 stars). Lightpanda is written in Zig under AGPL-3.0; crawlee-python is written in Python under Apache-2.0. Lightpanda has attracted 5% as many forks as stars, crawlee-python 9%. Lightpanda was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 2 topic tags (headless, playwright), so they are genuine substitutes rather than adjacent tools.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| Lightpanda | crawlee-python | |
|---|---|---|
| GitHub stars | ★ 41K | ★ 9.6K |
| License | AGPL-3.0 | Apache-2.0 |
| Written in | Zig | Python |
| Last push | 2026-11-04 | 2026-11-04 |
| Forks | ⑂ 2.0K | ⑂ 820 |
| 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
pick crawlee-python if
- You want the crawlee-python 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 crawlee-python fits your workflow better
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 crawlee-python
A web scraping and browser automation library Crawlee covers your crawling and scraping end to end and helps you build reliable scrapers. Fast. Your crawlers will appear almost human like and fly under the radar of modern bot protections even with the default configuration. Crawlee gives you the tools to crawl the web for links, scrape data and persistently store it in machine readable formats, without having to worry about the technical details. And thanks to rich configuration options, you can tweak almost any aspect of Crawlee to suit your project's needs if the default settings don't cut it. 👉 View full…
read the full crawlee-python overview →
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Frequently asked questions
Is Lightpanda or crawlee-python more popular?
Lightpanda has 41,174 GitHub stars and crawlee-python has 9,642. Lightpanda has the larger community by that measure.
Are Lightpanda and crawlee-python free?
Both are open source. Lightpanda is licensed under AGPL-3.0 and crawlee-python under Apache-2.0. Neither carries a licence fee.
What is the difference between Lightpanda and crawlee-python?
Lightpanda is written in Zig and crawlee-python 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 crawlee-python?
Choose Lightpanda if you want the larger community (41,174 stars) or its AGPL-3.0 licence terms. Choose crawlee-python if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.