StickToYourRole: leaderboard

Role-playing consistency benchmark: measures how stably LLMs maintain simulated personal values during multi-turn role-playing conversations using Schwartz value theory.

Metric: Cardinal Score. Source: huggingface.co. Saturation forecast: Estimated already saturated. 32 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 2.5 VL 72B Instruct83.6#377
2Llama 3.1 Nemotron 70B Instruct80.66#554
3Mistral Large 2 (Jul)78.65#484
4Llama 3.3 70B Instruct78.26#534
5QwQ-32B77.19#421
6Llama 3.1 70B Instruct77.16#561
7Qwen 3 32B73.64#443
8Mistral Large 2 (Nov) Instruct (2411)73.35#465
9Qwen 3 8B71.84#674
10Qwen 3 235B A22B FP871.84#301
11Mistral Small 3.170.26#610
12Qwen2.5-14B-Instruct-1M70.22#578
13Qwen 3 4B69.71#829
14Llama 3.1 8B Instruct62#1035
15Llama 4 Scout Instruct61.81#539

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=sticktoyourrole · How It Works · Data refreshed daily, snapshot 2026-10-20.