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Jev Audits Pages for Citability

Jev audited 300 web pages for $0.02, returning a page type, eight yes/no checks, a citability score, and a fix list for each page.

View on X cost$0.02time61 ms against 2.8 seconds.
Stanislav Sorokin@stas_sorokin_𝕏
JEV just audited 300 web pages for $0.02 🤯 Claude Opus 5, same pages, same 9 questions: $1.21 for the first 100. Per page: 61 ms against 2.8 seconds. What Jev hands back for every page: → the page type, sorted into 7 bins → 8 yes/no checks an AI assistant runs before it cites you → a citability score and a fix list Same output? Opus 5 graded 900 of Jev's decisions. 85.8% match. The twist: 122 of t
Sep 21, 2026X postsView on X
The author compares Jev with Claude Opus 5 on the same pages and nine questions, reporting an 85.8% match after Opus graded 900 of Jev’s decisions. The comparison reports $1.21 for Opus’s first 100 pages.

Also filed under Research & data