MMMU-Pro With Tools (Opus 4.6 System Card): leaderboard
MMMU-Pro With Tools results as reported in the Claude Opus 4.6 system card — Anthropic-run evaluation comparing a small set of frontier models.
Metric: Score (%). Source: www-cdn.anthropic.com. Saturation forecast: Around January 2027. 4 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-5.2 | 80.4 | #110 |
| 2 | Claude Opus 4.6 (Thinking) | 77.3 | #63 (Claude Opus 4.6) |
| 3 | Claude Opus 4.5 (Thinking) | 73.9 | #83 (Claude Opus 4.5) |
| 4 | Claude Sonnet 4.5 | 68.9 | #142 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=mmmu-pro-with-tools-opus-4-6-system-card · How It Works · Data refreshed daily, snapshot 2026-10-20.