CLEM GuessWhat — leaderboard

Metric: Game Clemscore (%). Source: huggingface.co. 28 models tracked.

Top models

#ModelScore
1GPT-5.2 (High)93.33
2Gemini 3 Flash92.78
3Claude Sonnet 4.592.22
4GLM-4.790
5Claude Sonnet 4.5 (High)88.33
6Kimi K2 (Thinking)86.67
7GPT-5.2 (Medium)86.67
8GPT-5.286.11
9GLM-4.679.44
10GPT-OSS-120B73.89
11Qwen 3 Max66.11
12Kimi K2.5 (Non-reasoning)61.67
13Qwen 2.5 72B Instruct58.89
14Qwen 2.5 Coder 32B Instruct57.23
15Qwen 3 Next 80B A3B Instruct56.67

Interactive version: theaggregate.ai/benchmark?slug=clem-guesswhat · How the rankings work · Data refreshed daily, snapshot 2026-07-22.