multimodal benchmark
MMAU Music Leaderboard
MMAU Music is a multimodal benchmark subset focused on music understanding and reasoning tasks.
Updated Sep 5, 2026
Models1
Model coverage1
MetricScore
EvidenceB
MMAU Music Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelAC | Score69.16% | Percentile100.00% | Participants1 | EvidenceC | Evaluated |
MMAU Music Highlights
The leading models and scores on this benchmark.
The Top AI Models for MMAU Music
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis mmau music AI model leaderboard uses descending score in the benchmark original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01ACAlibaba Cloud / Qwen Team
- Score
- 69.16%
- Price
- $0.10 input / $0.40 output per 1M tokens
Strengths
- Ranks #1 of 1 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures MMAU Music, not total model capability
Selection summary
Best AI Models for MMAU Music
Qwen2.5-Omni-7B currently leads MMAU Music with 69.16%. It is the top model on this specific benchmark, while the best LLM for the broader task should also be checked against other benchmarks, price, and runtime.
Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.
What is MMAU Music?
What MMAU Music measures and how its scores work.
MMAU Music is a subset of the MMAU benchmark focused specifically on music understanding and reasoning tasks across music audio clips.
It measures expert-level knowledge and complex reasoning across music audio clips, reported as a Score in ratio units.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- MMAU Music
- Modality
- multimodal
- Primary category
- multimodal
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- overall
LLM Stats. Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about MMAU Music.
Which model scores highest on MMAU Music?
Qwen2.5-Omni-7B is currently ranked first with 69.16%.
What are the top three models on MMAU Music?
The current leaders are Qwen2.5-Omni-7B (69.16%).
Which MMAU Music model has the lowest official input price?
Qwen2.5-Omni-7B has the lowest matched official input price at $0.10 input / $0.40 output per 1M tokens.
Which models are fastest among MMAU Music results?
No matched runtime record is currently available.
Does the highest score result prove overall model quality?
No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.