Models listed
3
Published in this category
Worth weighing up
What goes in and out, licence terms, and whether you can host it yourself
How we treat data
Published specs only — we don't estimate numbers a vendor hasn't stated
Models that generate musical audio from descriptions and lyrics. Compare arrangement control, duration, output format and deployment terms.
Scan the table below, then open any model for pricing, limits and the full write-up.
| MiniMax Music 3 MiniMax | 9.7 | — | — | — | — |
| StepAudio 3 Gen Preview StepFun | 10.0 | — | — | — | — |
| StepAudio 3 Music Preview StepFun | 10.0 | — | — | — | — |
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About this order: Recommended shows our editorial shortlist first, followed by recent releases. The spec score is a 0–100 figure SyncDev calculates from each vendor's published specifications — context window, reasoning support, input modalities, tool calling, maximum output and how recently the model shipped. It measures breadth of capability, not benchmark performance, so a higher-scoring model is not automatically the better choice for your task.