AGC-Bench - story_generation_rocstories: leaderboard

The "story_generation_rocstories" 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. 83 models tracked.

Top models

#ModelScoreOverall rank
1Olmo 3.1 32B Instruct3.29#763
2jamba-large-1.72.32#525
3GPT-4.1 Mini2.26#355
4DeepSeek V3 (0324)1.88#340
5GPT-4.11.34#248
6DeepSeek V3 Chat1.32#447
7Claude Sonnet 4.51.29#142
8minimax-m2-her1.21
9Llama 3 8B Instruct1.06#1129
10Mistral Small 3.11.04#610
11trinity-large-preview0.89#582
12Hermes-3-Llama-3.1-405B0.89#510
13Llama 4 Maverick0.79#464
14Llama 3.1 8B Instruct0.77#1035
15NVIDIA Nemotron Nano 9B V20.77#823

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