You.com uses OpenRouter as reranking layer: 3x fewer tokens, 84% benchmark accuracy

RichardSocher · x · 2026-09-26

You.com revealed it uses OpenRouter as a reranking layer in its newly launched Knowledge feature for the Web Search API. Knowledge returns structured real-time data from authoritative sources (stocks, sports, etc.), so much retrieved web context is unnecessary; the Jev reranker sits between retrieval and synthesis, passing only the most relevant results downstream. The company reports 3x fewer tokens and 84% accuracy on the Vertical RTK benchmark. Richard Socher boosted the post.

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