head to head · open source
Crawl4AI vs ClawBench
Crawl4AI has 84,764 GitHub stars, 8,778 forks, 188 open issues and last shipped today. ClawBench has 945 stars, 62 forks, 52 open issues and last shipped 15 days ago. Crawl4AI leads on adoption by 8,870% (84,764 vs 945 stars). Crawl4AI is written in Python under Apache-2.0; ClawBench is written in Python under Apache-2.0. Crawl4AI has attracted 10% as many forks as stars, ClawBench 7%. Crawl4AI was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 2 topic tags (ai-agents, llm), 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
| Crawl4AI | ClawBench | |
|---|---|---|
| GitHub stars | ★ 85K | ★ 945 |
| License | Apache-2.0 | Apache-2.0 |
| Written in | Python | Python |
| Last push | 2026-10-05 | 2026-09-20 |
| Forks | ⑂ 8.8K | ⑂ 62 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick Crawl4AI if
- You weight community size — 85K stars and counting
- You want the Apache-2.0 license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick ClawBench if
- You want the ClawBench 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 ClawBench fits your workflow better
About Crawl4AI
Crawl4AI is an open source web crawler and scraper designed to prepare website content for large language model (LLM) workflows. It lives in the Python ecosystem and targets data extraction for RAG, agents, and AI pipelines. Unlike many tools that require API keys or paid subscriptions, Crawl4AI provides direct, self hosted access to web content with output structured specifically for LLM consumption.
read the full Crawl4AI overview →
About ClawBench
ClawBench is an open source benchmark that evaluates how reliably AI browser agents can complete everyday online tasks — such as booking travel, ordering food, applying for jobs, and managing email — across live websites, and it is aimed at researchers and developers building or comparing web agents.
read the full ClawBench overview →
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Frequently asked questions
Is Crawl4AI or ClawBench more popular?
Crawl4AI has 84,764 GitHub stars and ClawBench has 945. Crawl4AI has the larger community by that measure.
Are Crawl4AI and ClawBench free?
Both are open source. Crawl4AI is licensed under Apache-2.0 and ClawBench under Apache-2.0. Neither carries a licence fee.
What is the difference between Crawl4AI and ClawBench?
Crawl4AI is written in Python and ClawBench 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, Crawl4AI or ClawBench?
Choose Crawl4AI if you want the larger community (84,764 stars) or its Apache-2.0 licence terms. Choose ClawBench if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.