# ACE Music v1 ranks first on Artificial Analysis vocal music benchmark, ahead of Suno v6

> Original title: ACE Music v1 debuts at #1 on AA-Music-Vocal v1.1, ahead of Suno v6

- Source: Artificial Analysis
- Published: 2026-11-11T02:06:26.000Z
- Bad Influence: https://badinfluence.news/items/sjtcg7pudbagn0kq2bfz8nvz6
- Original: https://x.com/ArtificialAnlys/status/2120337324898992298

## Summary

Artificial Analysis says ACE Music v1, from ACE Studio, debuts at #1 on its AA-Music-Vocal v1.1 benchmark, ahead of Suno v6. The model generates full tracks with vocals or instrumentals from a text prompt or lyrics, and performs best on Reggae / Dancehall and Classical / Orchestral prompts in its testing. It has no API and is available in the ACE Music app with a free tier of 20 credits a day and paid plans from $7.90 a month billed yearly, for up to 500 songs a month.

## Post

ACE Music v1 debuts at #1 on AA-Music-Vocal v1.1, ahead of Suno v6

ACE Music v1 is the new music model from ACE Studio. Founded in 2018, ACE Studio began in AI singing voice synthesis: its ACE Studio app is an AI music workstation that turns MIDI and lyrics into vocals for music producers. Together with StepFun, it also co-develops ACE-Step, a family of open weights music generation models.

ACE Music v1 generates full tracks with vocals or instrumentals from a text prompt, starting from a description or your own lyrics.

In our testing, it does best on Reggae / Dancehall and Classical / Orchestral prompts.

ACE Music v1 has no API. It is available in the ACE Music app, with a free tier of 20 credits a day and paid plans from $7.90 a month billed yearly, for up to 500 songs a month.

Congratulations to @acemusicAI on the release!

See below for comparisons between ACE Music v1 and other leading models in the Artificial Analysis Music Arena 🧵

[Video](https://badinfluence.news/api/img-proxy?u=https%3A%2F%2Fpbs.twimg.com%2Ftweet_video_thumb%2FHWzzGP8aIAA3aCX.jpg&mode=thumb&exp=1794700800&sig=dd8be08cc67e8c4b)