Disentangling Language Roles in Multilingual L — leaderboard
Metric: JointSuccess (self-reported). Source: benchmarklist.com. 20 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 3.5 Plus (2026-04-20) | 82 |
| 2 | GPT-5.4 Mini | 81.5 |
| 3 | GPT-5.4 | 79.9 |
| 4 | DeepSeek V3.2 | 79.6 |
| 5 | DeepSeek V3.1 | 78.6 |
| 6 | GPT-5.3 Codex | 78.1 |
| 7 | Claude Sonnet 4.6 | 76.7 |
| 8 | Gemini 2.5 Flash Lite | 76.7 |
| 9 | qwen3.5-flash | 76.5 |
| 10 | GPT-4.1 | 75.8 |
| 11 | Claude Opus 4.1 | 74.1 |
| 12 | Llama 3.3 70B Instruct | 74 |
| 13 | Gemini 2.5 Flash | 72.7 |
| 14 | MiniMax-M2.7 | 71.9 |
| 15 | MiniMax-M2.5 | 68.1 |
Interactive version: theaggregate.ai/benchmark?slug=disentangling-language-roles-in-multilingual-l · How the rankings work · Data refreshed daily, snapshot 2026-07-22.