head to head · open source
Crawl4AI vs pydoll
Crawl4AI has 86,783 GitHub stars, 9,043 forks, 188 open issues and last shipped yesterday. pydoll has 7,132 stars, 413 forks, 23 open issues and last shipped 25 days ago. Crawl4AI leads on adoption by 1,117% (86,783 vs 7,132 stars). Crawl4AI is written in Python under Apache-2.0; pydoll is written in HTML under MIT. Crawl4AI has attracted 10% as many forks as stars, pydoll 6%. Crawl4AI was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (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
| Crawl4AI | pydoll | |
|---|---|---|
| GitHub stars | ★ 87K | ★ 7.1K |
| License | Apache-2.0 | MIT |
| Written in | Python | HTML |
| Last push | 2026-11-02 | 2026-10-09 |
| Forks | ⑂ 9.0K | ⑂ 413 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick Crawl4AI if
- You weight community size — 87K 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 pydoll if
- You want the pydoll feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches HTML
- You evaluated both and pydoll fits your workflow better
About Crawl4AI
🚀🤖 Crawl4AI: Open source LLM Friendly Web Crawler & Scraper. 🚀 Crawl4AI Cloud API — Closed Beta (Launching Soon) Reliable, large scale web extraction, now built to be drastically more cost effective than any of the existing solutions. 👉 Apply here for early access We’ll be onboarding in phases and working closely with early users. Limited slots. Crawl4AI turns the web into clean, LLM ready Markdown for RAG, agents, and data pipelines. Fast, controllable, battle tested by a 50k+ star community. ✨ Check out latest update v0.9.3 ✨ New in v0.9.3 : Security release. Closes five coordinated disclosure advisories…
read the full Crawl4AI overview →
About pydoll
The stealth first browser automation library for Python. No WebDriver, no navigator.webdriver flag, humanized clicks and typing. = 3.10" Documentation · Getting Started · Features · Support You have probably watched a scraper work on your machine, then hit a wall of captchas and Cloudflare challenges the moment it ran for real. That wall is what Pydoll is built around. It drives Chrome directly over the DevTools Protocol, so there is no WebDriver binary and no navigator.webdriver flag to give you away, and it clicks, types, and scrolls like a real person. That is often enough to get past the…
read the full pydoll overview →
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Frequently asked questions
Is Crawl4AI or pydoll more popular?
Crawl4AI has 86,783 GitHub stars and pydoll has 7,132. Crawl4AI has the larger community by that measure.
Are Crawl4AI and pydoll free?
Both are open source. Crawl4AI is licensed under Apache-2.0 and pydoll under MIT. Neither carries a licence fee.
What is the difference between Crawl4AI and pydoll?
Crawl4AI is written in Python and pydoll in HTML. 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 pydoll?
Choose Crawl4AI if you want the larger community (86,783 stars) or its Apache-2.0 licence terms. Choose pydoll if its feature set, stack or MIT licence fits better. Both are self-hostable.