head to head · open source
scrapy vs gain
scrapy has 65,180 GitHub stars, 12,093 forks, 394 open issues and last shipped yesterday. gain has 2,017 stars, 203 forks, 3 open issues and last shipped 3 months ago. scrapy leads on adoption by 3,132% (65,180 vs 2,017 stars). scrapy is written in Python under BSD-3-Clause; gain is written in Python under MIT. scrapy has attracted 19% as many forks as stars, gain 10%. scrapy was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 2 topic tags (crawler, python), 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
| scrapy | gain | |
|---|---|---|
| GitHub stars | ★ 65K | ★ 2.0K |
| License | BSD-3-Clause | MIT |
| Written in | Python | Python |
| Last push | 2026-11-02 | 2026-08-09 |
| Forks | ⑂ 12K | ⑂ 203 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick scrapy if
- You weight community size — 65K 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 gain if
- You want the gain feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Python
- You evaluated both and gain fits your workflow better
About scrapy
.. logo image:: :target: :alt: Scrapy :width: 480px .. version image:: :target: :alt: PyPI Version .. python version image:: :target: :alt: Supported Python Versions .. tests image:: :target: :alt: Tests .. coverage image:: :target: :alt: Coverage report .. conda image:: :target: :alt: Conda Version .. deepwiki image:: :target: :alt: Ask DeepWiki Scrapy is a web scraping framework to extract structured data from websites. It is cross platform, and requires Python 3.10+. It is maintained by Zyte (formerly Scrapinghub) and many other contributors . .. many other contributors: .. Scrapy: .. Zyte: Install with…
read the full scrapy overview →
About gain
gain Async web crawling framework for everyone. Built on asyncio , aiohttp , and lxml / pyquery . Declare items and parsers; gain handles the concurrency, retries, and persistence. Install Linux users can opt into uvloop for an extra speed bump: Requires Python 3.10+. Quickstart Run it: XPath parsers How it works 1. Spider kicks off from start url under a concurrency budget. 2. Parsers either follow (one argument) — discovering more URLs to queue — or extract (two arguments) — instantiating an Item from each matching page. 3. Items use Css / Xpath / Regex selectors to pull fields out of HTML. 4. save() is your…
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Frequently asked questions
Is scrapy or gain more popular?
scrapy has 65,180 GitHub stars and gain has 2,017. scrapy has the larger community by that measure.
Are scrapy and gain free?
Both are open source. scrapy is licensed under BSD-3-Clause and gain under MIT. Neither carries a licence fee.
What is the difference between scrapy and gain?
scrapy is written in Python and gain 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, scrapy or gain?
Choose scrapy if you want the larger community (65,180 stars) or its BSD-3-Clause licence terms. Choose gain if its feature set, stack or MIT licence fits better. Both are self-hostable.