Rox says Jev beat GPT-5 Mini on sales reranking
Rox benchmarked LLM reranking against Jev classification on the context its sales agents pull, and reported Jev 20x faster, 10x cheaper and 12% more accurate than GPT-5 Mini. The comparison is Rox's own, on Rox's data, with no setup published.
Built with it
Jon Kraayenbrink tagged 479 saved LinkedIn posts for two cents
Jon Kraayenbrink open sourced a tool that runs Jev over your LinkedIn bookmarks and tags each post's topic, hook and format so you can search them. He says it classified 479 posts in 225 seconds for $0.0195, filling in for LinkedIn having no native search over saved posts.
Someone measured it
Rox says Jev beat GPT-5 Mini on sales reranking by 12% accuracy
Rox compared two ways of retrieving the transcripts, emails, CRM notes and documents its agents pull per query: LLM-based reranking versus Jev classification. It reported Jev 20x faster, 10x cheaper and 12% more accurate than GPT-5 Mini. TypeSafe AI reposted the three numbers as proof of production-grade reranking.
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