CalBench - Uniform Costs - Excess Calibrated VPS: leaderboard
Metric: Excess calibrated VPS (slot-equivalent units). Source: arxiv.org. 7 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Llama 4 Maverick Instruct | 5.3 |
| 2 | GPT-5.4 Mini | 5.38 |
| 3 | Gemini 3.1 Pro (Preview) | 8.87 |
| 4 | Gemini 3 Flash (Preview) | 8.9 |
| 5 | Qwen 3.6 Plus | 10.49 |
| 6 | Claude Sonnet 4.6 | 13.68 |
| 7 | DeepSeek V4 Pro | 19.18 |
Interactive version: theaggregate.ai/benchmark?slug=calbench-uniform-costs-excess-calibrated-vps · How It Works · Data refreshed daily, snapshot 2026-09-19.