CAPITU - Multi-Turn: leaderboard

Metric: Conversation accuracy (%): share of the 100 three-turn CAPITU conversations about Brazilian novels in which every turn satisfies all of its accumulated constraints (one new verifiable constraint per turn), rule-checked strictly, temperature 0; higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 18 models tracked.

Top models

#ModelScoreOverall rank
1GPT-5 Mini96#176
2Gemini 3 Pro (Preview)95#64
3Gemini 3 Flash (Preview)95#78
4GPT-590#91
5Claude Sonnet 4.587#138
6GPT-5.2 (High)83#105 (GPT-5.2)
7Qwen 3 14B (Reasoning)74#524 (Qwen 3 14B)
8GPT-5.2 (Non-reasoning)73#105 (GPT-5.2)
9Claude Haiku 4.572#271
10Qwen 3 8B (Thinking)72#667 (Qwen 3 8B)
11Qwen 3 235B A22B (Thinking)64#304 (Qwen 3 235B A22B)
12Qwen 3 32B (Thinking)60#424 (Qwen 3 32B)
13Qwen 3 235B A22B (Non-reasoning)60#304 (Qwen 3 235B A22B)

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.

Interactive version: theaggregate.ai/benchmark?slug=capitu-multi-turn · How It Works · Data refreshed daily, snapshot 2026-10-11.