MMAU: leaderboard
MMAU evaluates audio understanding across sound, music, and speech tasks with test-mini and test splits.
Metric: Avg Test (self-reported). Source: benchmarklist.com. Status: years away from saturation. 31 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) (High) | 82.5 |
| 2 | Inkling | 77.2 |
| 3 | Inkling Small | 77 |
| 4 | Gemini 2.5 Pro | 69.36 |
| 5 | Gemini 2.5 Flash | 67.39 |
| 6 | Gemini 2.0 Flash | 67.03 |
| 7 | Gemini 2.5 Flash Lite | 61.61 |
| 8 | GPT-4o Audio | 60.82 |
Interactive version: theaggregate.ai/benchmark?slug=mmau · How It Works · Data refreshed daily, snapshot 2026-09-05.