Absurd World - Zero-Shot - CAR: leaderboard

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

Top models

#ModelScore
1GPT-4.1 Mini100
2Gemini 2.5 Flash100
3GPT-4o Mini100
4DeepSeek R1 0528100
5Llama 4 Maverick Instruct100
6Hermes-3-Llama-3.1-405B100
7Llama 3.1 Nemotron Ultra 253B v1100
8Qwen 2.5 72B Instruct99
9Llama 3.1 405B Instruct97
10Gemini 2.0 Flash (001)96
11Claude 3.5 Haiku92
12Gemma 2 27B (IT)85

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