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Dev tools · July 16, 2026

TT

Trying to fix the web scraping industry's benchmark problem

We've been trying to evaluate web scraping companies, but when you look at their benchmarks, you can't verify anything, and they mostly exist to prove the company is successful. They put somewhere between 98% and 100% because they pick their own urls, define success their own way, and don't publish the harness. We also saw companies like scrapfly astroturf websites like scrapeway and call them independent. So, we built an open source benchmark that we want to represent the frontier of web data. We're trying to look across all major anti-bot providers and industries, to build a comprehensive…

In plain words

This is an open-source benchmark tool designed to evaluate web scraping companies with transparent, verifiable testing. Unlike existing benchmarks that use proprietary criteria and hand-picked websites, this tool publishes its full test harness, target list, and pass criteria on GitHub for anyone to inspect and run. It tests scraping performance across major anti-bot providers and multiple industries, with monthly maintenance updates. The tool is built for developers and procurement teams who need honest performance comparisons rather than vendor-supplied claims.

written from the facts on this page · September 2026

From the sources

In the maker’s words, at launch

We've been trying to evaluate web scraping companies, but when you look at their benchmarks, you can't verify anything, and they mostly exist to prove the company is successful. They put somewhere between 98% and 100% because they pick their own urls, define success their own way, and don't publish the harness. We also saw companies like scrapfly astroturf websites like scrapeway and call them independent. So, we built an open source benchmark that we want to represent the frontier of web data. We're trying to look across all major anti-bot providers and industries, to build a comprehensive hard-target test set. It's all in the repo, you can run it, and we pledge to maintain it monthly. Curious what people think we could do to improve it? Would you change any of the conditions, add sites, etc. Our target list and pass criteria are something we're trying to improve, so would love to get feedback from the community on how we can actually provide something useful for people to test against!

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