AGC-Bench - ocw: leaderboard

The "ocw" 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: Not forecast. 83 models tracked.

Top models

#ModelScoreOverall rank
1ERNIE-4.5-VL-424B-A47B1.83#391
2Claude Sonnet 41.79#199
3Mistral Large 31.63#401
4Nova Lite (v1)1.63#830
5DeepSeek V3 (0324)1.57#340
6Llama 4 Maverick1.53#464
7nemotron-3-nano-30B-a3B1.49#662
8Claude Opus 4.51.48#83
9Claude Haiku 4.51.42#280
10Claude Sonnet 4.51.41#142
11minimax-011.33#606
12Gemma 4 26B A4B (IT)1.28#297
13Claude Opus 4.61.24#63
14Kimi K2.61.19#104
15Claude Sonnet 4.61.17#90

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