Perplexity takes #1 on NEEDLE search eval with 74%, ahead of Exa

inductionheads · x · 2026-11-05

The Perplexity team (Denis Yarats, Denis Bykov et al.) took #1 on the NEEDLE search evaluation. The leaderboard shows the perplexity engine at 74% 'of ultimate', ahead of Keenable (72%), perplexity-fast (71%), exa and exa-lite (68% each), parallel (67%), and brave-llmcontext (65%). The poster congratulated the team and asked what drove the biggest gains.

Original post →

More from Models

Models channel →