AGC-Bench - arastories: leaderboard
The "arastories" 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 March 2027. 83 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-5.5 | 1.28 | #31 |
| 2 | GPT-5.4 | 1.21 | #79 |
| 3 | Gemma 4 26B A4B (IT) | 1.2 | #297 |
| 4 | GPT-5.1 | 1.15 | #135 |
| 5 | Claude Opus 4.7 | 1.15 | #49 |
| 6 | Gemma 4 31B (IT) | 1.1 | #176 |
| 7 | Claude Sonnet 4 | 1.05 | #199 |
| 8 | Claude Opus 4.6 | 1.04 | #63 |
| 9 | GPT-5.4 Mini | 1.02 | #212 |
| 10 | Claude Sonnet 4.5 | 1 | #142 |
| 11 | GPT-4.1 | 0.95 | #248 |
| 12 | Claude Opus 4.5 | 0.94 | #83 |
| 13 | Claude 3.7 Sonnet | 0.92 | #249 |
| 14 | Claude Sonnet 4.6 | 0.87 | #90 |
| 15 | Gemini 2.5 Flash | 0.85 | #245 |
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-arastories · How It Works · Data refreshed daily, snapshot 2026-10-20.