SonicBench - Loudness: leaderboard

Metric: Accuracy (%; loudness (integrated LUFS contrasts of at least 2-3 LU); 100 recognition and 100 comparison two-option questions, greedy decoding, abstentions scored wrong; random 0.50). Source: arxiv.org. Saturation forecast: Around December 2026. 33 models tracked.

Top models

#ModelScore
1Qwen2.5-Omni-7B75
2Qwen3 Omni 30B A3B Instruct75
3Gemini 2.5 Flash63
4Ming-Lite-Omni-1.553
5SALMONN-7B52
6Voxtral-Mini-3B-250751
7Qwen2-Audio-7B-Instruct48

Interactive version: theaggregate.ai/benchmark?slug=sonicbench-loudness · How It Works · Data refreshed daily, snapshot 2026-09-26.