AGC-Bench - chinese_homophonic_puns: leaderboard

The "chinese_homophonic_puns" subtask of AGC-Bench. A task from AGC-Bench, evaluating models on open-ended creative and figurative-language generation — humor, metaphor, analogy, storytelling and brainstorming — typically graded by LLM-as-judge.

Metric: Dataset z-score. Source: huggingface.co. Saturation forecast: Around June 2027. 82 models tracked.

Top models

#ModelScoreOverall rank
1Gemma 4 31B (IT)1.56#176
2Kimi K2.51.38#144
3ERNIE 4.5 300B A47B1.38#458
4GLM-4.5V1.33#346
5Claude Opus 4.71.32#49
6GLM-4.71.28#192
7Claude Opus 4.51.2#83
8DeepSeek V3.2 Exp1.19#234
9Qwen 3.5 Flash (02-23)1.18#185
10Claude Haiku 4.51.1#280
11DeepSeek V3.11.02#264
12Kimi K2.61.01#104
13Qwen Turbo0.99#699
14Gemma 4 26B A4B (IT)0.95#297
15GPT-4.1 Mini0.92#355

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

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