OrderProbe - Few-Shot: leaderboard

Metric: Exact Recovery Rate (%; three-shot prompt). Source: arxiv.org. Saturation forecast: Around 2028. 12 models tracked.

Top models

#ModelScore
1Qwen 3 14B52.4
2DeepSeek V3.249.1
3Qwen 3 8B39.3
4DeepSeek R137.8
5Claude Haiku 4.535.8
6GPT-4o35.3
7Gemini 2.5 Flash34.6
8Gemma 3 4B (IT)28.8
9Llama 2 7B Chat18.6
10Llama 3 8B Instruct17.2

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