Absurd World - Few-Shot - REAL: leaderboard

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

Top models

#ModelScore
1Llama 3.1 Nemotron Ultra 253B v1100
2Gemini 2.5 Flash99
3DeepSeek R1 052898
4Qwen 2.5 72B Instruct97
5GPT-4.1 Mini96
6GPT-4o Mini92
7Llama 3.1 405B Instruct92
8Gemini 2.0 Flash (001)92
9Claude 3.5 Haiku83
10Hermes-3-Llama-3.1-405B83
11Llama 4 Maverick Instruct79
12Gemma 2 27B (IT)37

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