Absurd World - Few-Shot - MISS & SWITCH: leaderboard

Metric: Determine-Outcome Accuracy (%). Source: arxiv.org. Saturation forecast: Estimated already saturated. 14 models tracked.

Top models

#ModelScore
1Qwen 2.5 72B Instruct99
2Llama 3.1 Nemotron Ultra 253B v195
3GPT-4.1 Mini94
4Gemini 2.5 Flash94
5Llama 3.1 405B Instruct91
6DeepSeek R1 052889
7Gemini 2.0 Flash (001)87
8Llama 4 Maverick Instruct83
9GPT-4o Mini80
10Hermes-3-Llama-3.1-405B64
11Claude 3.5 Haiku60
12Gemma 2 27B (IT)16

Interactive version: theaggregate.ai/benchmark?slug=absurd-world-few-shot-miss-switch · How It Works · Data refreshed daily, snapshot 2026-09-25.