Absurd World - Few-Shot - ICE CREAM: leaderboard
Metric: Determine-Outcome Accuracy (%). Source: arxiv.org. Saturation forecast: Estimated already saturated. 14 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 2.5 Flash | 99 |
| 2 | Llama 3.1 Nemotron Ultra 253B v1 | 99 |
| 3 | Llama 3.1 405B Instruct | 98 |
| 4 | Qwen 2.5 72B Instruct | 97 |
| 5 | GPT-4.1 Mini | 94 |
| 6 | Gemini 2.0 Flash (001) | 92 |
| 7 | DeepSeek R1 0528 | 91 |
| 8 | Hermes-3-Llama-3.1-405B | 89 |
| 9 | GPT-4o Mini | 85 |
| 10 | Llama 4 Maverick Instruct | 84 |
| 11 | Claude 3.5 Haiku | 80 |
| 12 | Gemma 2 27B (IT) | 50 |
Interactive version: theaggregate.ai/benchmark?slug=absurd-world-few-shot-ice-cream · How It Works · Data refreshed daily, snapshot 2026-09-25.