MultiNRC — leaderboard
MultiNRC benchmarks LLMs on 1,000+ culturally grounded reasoning questions by native French, Spanish, and Chinese speakers across four reasoning categor...
Metric: Score (self-reported). Source: benchmarklist.com. Status: saturation imminent. 39 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5 Pro | 65.2 |
| 2 | Gemini 3.1 Pro (Preview) | 64.74 |
| 3 | GPT-5.4 Pro (xHigh) | 62.27 |
| 4 | Muse Spark | 59.05 |
| 5 | GPT-5.4 (xHigh) | 58.29 |
| 6 | Claude Opus 4.6 (Max) | 57.06 |
| 7 | GPT-5 | 52.13 |
| 8 | GPT-5.1 | 49 |
| 9 | Claude Opus 4.5 | 48.63 |
| 10 | O3 (2025-04-16) (High) | 45.5 |
| 11 | Gemini 2.5 Pro (Preview 06-05) | 45.12 |
| 12 | O3 (2025-04-16) (Medium) | 44.45 |
| 13 | GPT-5.2 | 42.18 |
| 14 | Claude Opus 4.1 | 38.39 |
| 15 | Claude Sonnet 4.5 | 35.83 |
Interactive version: theaggregate.ai/benchmark?slug=multinrc · How the rankings work · Data refreshed daily, snapshot 2026-07-22.