AGC-Bench - Brainstorming: leaderboard
The "Brainstorming" 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: JRT z-score. Source: huggingface.co. Saturation forecast: Around March 2027. 83 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-5.4 | 0.97 | #79 |
| 2 | Claude Opus 4.7 | 0.93 | #49 |
| 3 | Claude Opus 4.6 | 0.89 | #63 |
| 4 | Claude Sonnet 4.6 | 0.86 | #90 |
| 5 | GLM-5.1 | 0.86 | #97 |
| 6 | Claude Opus 4.5 | 0.83 | #83 |
| 7 | Kimi K2.5 | 0.82 | #144 |
| 8 | Kimi K2.6 | 0.82 | #104 |
| 9 | GPT-5.1 | 0.8 | #135 |
| 10 | Claude Sonnet 4.5 | 0.79 | #142 |
| 11 | Gemma 4 26B A4B (IT) | 0.73 | #297 |
| 12 | Kimi K2 0905 | 0.73 | #288 |
| 13 | Gemma 4 31B (IT) | 0.72 | #176 |
| 14 | GPT-5.4 Mini | 0.72 | #212 |
| 15 | Claude Sonnet 4 | 0.7 | #199 |
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-brainstorming · How It Works · Data refreshed daily, snapshot 2026-10-20.