AGC-Bench - newyorker_humor: leaderboard

The "newyorker_humor" 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
1GPT-5.51.06#31
2Claude Opus 4.61.01#63
3Claude Sonnet 4.50.95#142
4Claude Opus 4.70.95#49
5Claude Opus 4.50.95#83
6GPT-4.10.87#248
7Claude Sonnet 40.85#199
8Claude 3.7 Sonnet0.85#249
9GPT-5.40.82#79
10GPT-5.10.81#135
11GPT-4o0.77#343
12Claude Sonnet 4.60.71#90
13GLM-4.60.66#252
14Kimi K2.50.63#144
15GPT-5.4 Mini0.53#212

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-newyorker-humor · How It Works · Data refreshed daily, snapshot 2026-10-20.