You.com cuts tokens 3x with Jev reranking layer, hits 84% on Vertical RTK benchmark
PolarBearby · x · 2026-09-26
You.com added Jev (via OpenRouter) as a reranking layer between retrieval and synthesis in its Web Search API's Knowledge feature. Knowledge returns structured real-time data from authoritative sources (stocks, sports, etc.), often answering queries directly and making much web context unnecessary. By passing only the most relevant results downstream, Jev achieves 3x fewer tokens and 84% accuracy on the Vertical RTK benchmark.
Related event: You.com Adds Reranking Layer, Cutting Tokens 3x with 84% Accuracy(2 posts)→
More from coding & agent
- ChatGPT5.5 with a tool harness cracks Sokoban: 68 tool calls in 3 minutes — tak3sh8 · 2026-09-26
- Open-source APK Reverse Skill Hits 1.4k Stars, Lets Claude Code Analyze Android Apps — lxfater · 2026-09-26
- ThoughtDAG adds Jev-based context scoring: 391ms vs 24.8s for judging recalled excerpts — Lopsided_Scarcity979 · 2026-09-26
- Theo slams OpenRouter for using Jev: a non-reasoning classifier that can't gauge task complexity — intellectronica · 2026-09-26
- How Do You Optimize Your MCP Toolset So Agents Actually Use It Well? — onehundredemoji69 · 2026-09-26
- I Was Going to Ship 155 MCP Tools. The Token Math Said 10. — Difficult_Coffee_713 · 2026-09-26