TRACE Bench - Character Consistency: leaderboard
Metric: Checklist completion rate (%). Source: arxiv.org. 26 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemma 4 31B (Non-reasoning) | 95.46 |
| 2 | MiMo-V2.5-Pro | 94.95 |
| 3 | Claude Sonnet 4.6 | 94.68 |
| 4 | Qwen 3.5 27B (Non-reasoning) | 94.53 |
| 5 | GPT-5.5 | 94.42 |
| 6 | Kimi K2.5 (Non-reasoning) | 94.25 |
| 7 | MiniMax-M2.7 | 94 |
| 8 | MiMo-V2.5 | 93.94 |
| 9 | GLM-5 (Non-reasoning) | 93.94 |
| 10 | DeepSeek V4 Pro (Non-reasoning) | 93.56 |
| 11 | DeepSeek V4 Flash | 91.81 |
| 12 | Qwen 3 14B (Non-reasoning) | 88.36 |
| 13 | Ministral 3 14B | 87.82 |
| 14 | Mistral Small 3.2 | 87.57 |
| 15 | Qwen 3 8B (Non-reasoning) | 85.44 |
Interactive version: theaggregate.ai/benchmark?slug=trace-bench-character-consistency · How It Works · Data refreshed daily, snapshot 2026-09-19.