CulturALL: leaderboard

Metric: Accuracy (%) without web search on all 2,610 CulturALL items (grounded everyday tasks in 14 languages and 51 regions written with expert annotators; items that every one of the paper's 15 model settings solved were removed), zero-shot, answers judged correct or incorrect by gpt-4o-2024-11-20 against the reference; higher is better. Source: arxiv.org. Saturation forecast: Around January 2028. 9 models tracked.

Top models

#ModelScore
1Gemini 2.5 Pro37.89
2GPT-5 (High)37.59
3GPT-5 (Low)37.24
4GPT-537.2
5Claude Opus 4 (20250514) (Thinking)36.7
6Claude Opus 4 (20250514)36.48
7Claude Sonnet 4 (20250514) (Thinking)32.76
8Qwen 3 235B A22B23.68

Interactive version: theaggregate.ai/benchmark?slug=culturall · How It Works · Data refreshed daily, snapshot 2026-10-07.