FiveBench

FiveBench AI study tool leaderboard

FiveBench evaluates how AI models support course building and student learning, with versioned evidence, public artifacts, and uncertainty-aware scoring.

Official FiveBench Index: top five model families

Top five official model families on the calc-ab-v3 profile.
RankModelProviderFiveBench Index
1Claude Fable 5 (xhigh)Anthropic70
2GPT-5.6 Sol (xhigh)OpenAI70
3Kimi K3Moonshot69
4GPT-5.6 Terra (xhigh)OpenAI69
5Qwen 3.8 MaxQwen69

Index values are transformed scores, not percentages. Top ordering is provisional where 95% bootstrap intervals overlap.

Methodology

Only complete-profile models are ranked. FiveBench reports raw scores, transformed index values, and confidence intervals; incomplete or retired rows stay available as evidence but are excluded from the official leaderboard.

Current leaderboard build: 2026-08-15. Read the full methodology.