Progress-Bench: leaderboard
Metric: Progress rank correlation (Spearman x 100 between predicted and true progress along each trajectory, averaged over trajectories; answerable items with vision- and text-based demonstrations, micro-averaged; direct prediction). Source: arxiv.org. Saturation forecast: Around December 2026. 12 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5 | 82.5 |
| 2 | GPT-5 Mini | 81.1 |
| 3 | Qwen 3 VL 8B | 60.3 |
| 4 | Qwen 2.5 VL 7B | 31 |
Interactive version: theaggregate.ai/benchmark?slug=progress-bench · How It Works · Data refreshed daily, snapshot 2026-09-26.