RAMP: leaderboard
Metric: Mean Reward (0-100, weighted task score). Source: arxiv.org. Saturation forecast: Around June 2027. 15 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.7 | 93.39 |
| 2 | DeepSeek V4 Pro | 85.34 |
| 3 | DeepSeek V4 Flash | 66.48 |
| 4 | GPT-5.5 | 65.91 |
| 5 | Qwen 3.6 Max Preview | 56.72 |
| 6 | Kimi K2.5 | 40.24 |
| 7 | Kimi K2.6 | 33.94 |
| 8 | GLM-4.6 | 30.88 |
| 9 | Qwen 3.5 Plus | 29.63 |
| 10 | GLM-4.7 | 29.5 |
| 11 | GLM-5.1 | 27.26 |
| 12 | MiniMax-M2.5 | 25.09 |
Interactive version: theaggregate.ai/benchmark?slug=ramp · How It Works · Data refreshed daily, snapshot 2026-09-25.