Absurd World - Zero-Shot - ICE CREAM: leaderboard
Metric: Determine-Outcome Accuracy (%). Source: arxiv.org. Saturation forecast: Estimated already saturated. 14 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-4.1 Mini | 100 |
| 2 | Qwen 2.5 72B Instruct | 100 |
| 3 | Gemini 2.5 Flash | 100 |
| 4 | DeepSeek R1 0528 | 100 |
| 5 | Hermes-3-Llama-3.1-405B | 100 |
| 6 | Llama 3.1 Nemotron Ultra 253B v1 | 100 |
| 7 | GPT-4o Mini | 99 |
| 8 | Llama 4 Maverick Instruct | 99 |
| 9 | Llama 3.1 405B Instruct | 96 |
| 10 | Gemini 2.0 Flash (001) | 96 |
| 11 | Claude 3.5 Haiku | 95 |
| 12 | Gemma 2 27B (IT) | 87 |
Interactive version: theaggregate.ai/benchmark?slug=absurd-world-zero-shot-ice-cream · How It Works · Data refreshed daily, snapshot 2026-09-25.