Absurd World - Few-Shot - CAR: 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 v199
3GPT-4.1 Mini97
4Gemini 2.5 Flash97
5DeepSeek R1 052896
6Llama 3.1 405B Instruct93
7Hermes-3-Llama-3.1-405B93
8Gemini 2.0 Flash (001)91
9GPT-4o Mini89
10Llama 4 Maverick Instruct84
11Claude 3.5 Haiku69
12Gemma 2 27B (IT)45

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