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AI Music Benchmarks

Standardized measurements of audio quality, generation speed, genre accuracy, and vocal fidelity across AI music models. All scores based on our testing methodology.

ModelAudio QualityGen SpeedGenre AccuracyVocal FidelityInstrumental
Suno v47.8/1030-60s7.5/108.2/107/10
Udio v1.58.1/1060-120s8.3/107.4/108/10

Methodology

Scores are based on testing 12 genres per model with standardized prompts. Audio quality is measured by spectral analysis and listening tests. Genre accuracy measures how well outputs match the requested style. Vocal fidelity rates naturalness of AI-generated singing. Generation speed is measured from prompt submission to playable output. See our full methodology for details.