CAPITU - Hard: leaderboard

Metric: Strict prompt-level accuracy (%) on the 60 hard prompts (three or four constraints each), on the 200 single-turn CAPITU prompts (Brazilian Portuguese writing tasks about eight canonical Brazilian novels, each with 1 to 4 verifiable constraints drawn from 59 instruction types such as exact word counts, Portuguese suffix patterns, acrostics and forbidden words), rule-checked on the response as generated, temperature 0; higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 18 models tracked.

Top models

#ModelScoreOverall rank
1GPT-596.7#91
2GPT-5.2 (High)96.7#105 (GPT-5.2)
3GPT-5 Mini95#176
4Gemini 3 Pro (Preview)86.7#64
5GPT-5.2 (Non-reasoning)81.7#105 (GPT-5.2)
6Claude Sonnet 4.570#138
7Qwen 3 14B (Reasoning)70#524 (Qwen 3 14B)
8Gemini 3 Flash (Preview)68.3#78
9Qwen 3 32B (Thinking)68.3#424 (Qwen 3 32B)
10Qwen 3 235B A22B (Thinking)65#304 (Qwen 3 235B A22B)
11Qwen 3 235B A22B (Non-reasoning)65#304 (Qwen 3 235B A22B)
12Qwen 3 8B (Thinking)56.7#667 (Qwen 3 8B)
13Claude Haiku 4.546.7#271

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

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