head to head · open source
Scrapling vs crawlee-python
Scrapling has 81,798 GitHub stars, 8,307 forks, 6 open issues and last shipped 4 days ago. crawlee-python has 9,535 stars, 807 forks, 100 open issues and last shipped 2 days ago. Scrapling leads on adoption by 758% (81,798 vs 9,535 stars). Scrapling is written in Python under BSD-3-Clause; crawlee-python is written in Python under Apache-2.0. Scrapling has attracted 10% as many forks as stars, crawlee-python 8%. crawlee-python 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.
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Side by side
| Scrapling | crawlee-python | |
|---|---|---|
| GitHub stars | ★ 82K | ★ 9.5K |
| License | BSD-3-Clause | Apache-2.0 |
| Written in | Python | Python |
| Last push | 2026-09-14 | 2026-09-16 |
| Forks | ⑂ 8.3K | ⑂ 807 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick Scrapling if
- You weight community size — 82K 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
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 Scrapling
Scrapling is an adaptive Python web scraping framework for developers, data teams, and regular users who need anything from a single request to a full scale crawl without rewriting selectors every time a site changes.
read the full Scrapling overview →
About crawlee-python
Crawlee for Python is an open source, Apache 2.0 licensed web scraping and browser automation library that lets Python developers build reliable crawlers for extracting data for AI, LLM, RAG, and GPT pipelines, and it is aimed at anyone who needs to crawl sites at scale without hand writing the surrounding infrastructure.
read the full crawlee-python overview →
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Frequently asked questions
Is Scrapling or crawlee-python more popular?
Scrapling has 81,798 GitHub stars and crawlee-python has 9,535. 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 (81,798 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.