head to head · open source
Lightpanda vs Scrapegraph-ai
Lightpanda has 41,174 GitHub stars, 2,024 forks, 98 open issues and last shipped yesterday. Scrapegraph-ai has 32,473 stars, 3,317 forks, 16 open issues and last shipped 1 months ago. Lightpanda leads on adoption by 27% (41,174 vs 32,473 stars). Lightpanda is written in Zig under AGPL-3.0; Scrapegraph-ai is written in Python under MIT. Lightpanda has attracted 5% as many forks as stars, Scrapegraph-ai 10%. 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.
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Side by side
| Lightpanda | Scrapegraph-ai | |
|---|---|---|
| GitHub stars | ★ 41K | ★ 32K |
| License | AGPL-3.0 | MIT |
| Written in | Zig | Python |
| Last push | 2026-11-04 | 2026-10-06 |
| Forks | ⑂ 2.0K | ⑂ 3.3K |
| 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 Scrapegraph-ai if
- You want the Scrapegraph-ai feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Python
- You evaluated both and Scrapegraph-ai 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 Scrapegraph-ai
🚀 Looking for an even faster and simpler way to scrape at scale (only 5 lines of code)? Check out our enhanced version at ScrapeGraphAI.com ! 🚀 🕷️ ScrapeGraphAI: You Only Scrape Once English 中文 日本語 한국어 Русский Türkçe Deutsch Español français Português Italiano ScrapeGraphAI is a web scraping python library that uses LLM and direct graph logic to create scraping pipelines for websites and local documents (XML, HTML, JSON, Markdown, etc.). Just say which information you want to extract and the library will do it for you! 🚀 Integrations ScrapeGraphAI offers seamless integration with popular frameworks and tools…
read the full Scrapegraph-ai overview →
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Frequently asked questions
Is Lightpanda or Scrapegraph-ai more popular?
Lightpanda has 41,174 GitHub stars and Scrapegraph-ai has 32,473. Lightpanda has the larger community by that measure.
Are Lightpanda and Scrapegraph-ai free?
Both are open source. Lightpanda is licensed under AGPL-3.0 and Scrapegraph-ai under MIT. Neither carries a licence fee.
What is the difference between Lightpanda and Scrapegraph-ai?
Lightpanda is written in Zig and Scrapegraph-ai 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 Scrapegraph-ai?
Choose Lightpanda if you want the larger community (41,174 stars) or its AGPL-3.0 licence terms. Choose Scrapegraph-ai if its feature set, stack or MIT licence fits better. Both are self-hostable.