Notion Launches Real-Traffic Model Evaluation Board

Notion's Knowledge Board evaluates 15 models on real anonymous traffic for knowledge work, with experts from Anthropic, OpenAI, and Google. Open-source models achieve 94-98% quality at costs as low as $0.02, contrasting with traditional benchmarks.

2026-08-14 ~ 2026-08-15 · 4 related posts

• Notion Launches Knowledge Board: Evaluating LLMs on Real-World Traffic Instead of Benchmarks — ivanhzhao · 2026-08-14
• Notion launches Knowledge Board: live eval of AI on real tasks shows high cost variance — thesaraharminta · 2026-08-14
• Notion's real-world benchmark: open models hit 94-98% quality, cost as low as $0.02 per task — ivanhzhao · 2026-08-14

1 near-duplicate retellings: ivanhzhao