head to head · open source

Scrapling vs crawlee-python

Scrapling has 92,628 GitHub stars, 9,759 forks, 6 open issues and last shipped yesterday. crawlee-python has 9,637 stars, 820 forks, 100 open issues and last shipped yesterday. Scrapling leads on adoption by 861% (92,628 vs 9,637 stars). Scrapling is written in Python under BSD-3-Clause; crawlee-python is written in Python under Apache-2.0. Scrapling has attracted 11% as many forks as stars, crawlee-python 9%. Scrapling was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 5 topic tags (automation, crawler, crawling, 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.

Scrapling ★ 93K crawlee-python ★ 9.6K category Data & Analytics

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Side by side

Scrapling crawlee-python
GitHub stars ★ 93K ★ 9.6K
License BSD-3-Clause Apache-2.0
Written in Python Python
Last push 2026-11-02 2026-11-02
Forks ⑂ 9.8K ⑂ 820
Self-hosting Yes Yes
Data ownership Your server Your server

pick Scrapling if

  • You weight community size — 93K stars and counting
  • You want the BSD-3-Clause license terms
  • Your stack matches Python
  • You value the larger contributor base for long-term maintenance

full Scrapling profile →

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

full crawlee-python profile →

About Scrapling

Effortless Web Scraping for the Modern Web Selection methods · Fetchers · Spiders · Proxy Rotation · CLI · MCP Scrapling is an adaptive Web Scraping framework that handles everything from a single request to a full scale crawl. Its parser learns from website changes and automatically relocates your elements when pages update. Its fetchers bypass anti bot systems like Cloudflare Turnstile out of the box. And its spider framework lets you scale up to concurrent, multi session crawls with pause/resume, automatic proxy rotation, and a crawl speed that adapts to how fast each…

read the full Scrapling 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 Scrapling or crawlee-python more popular?

Scrapling has 92,628 GitHub stars and crawlee-python has 9,637. Scrapling has the larger community by that measure.

Are Scrapling and crawlee-python free?

Both are open source. Scrapling is licensed under BSD-3-Clause and crawlee-python under Apache-2.0. Neither carries a licence fee.

What is the difference between Scrapling and crawlee-python?

Scrapling is written in Python 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, Scrapling or crawlee-python?

Choose Scrapling if you want the larger community (92,628 stars) or its BSD-3-Clause licence terms. Choose crawlee-python if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.