By use case
AI Tools for Music Generation (2026)
5 tools tracked · 4 active · 1 dead or at risk · Updated August 3, 2026
Music generation has the most unsettled legal footing of any category we track, and that shapes which tools survive. The technically impressive products face active rights disputes; the quieter royalty-free libraries with in-house training data face fewer questions but produce less exciting output.
For anyone publishing commercially, licensing clarity matters more than audio quality. A track you cannot clear is worth less than a duller one you can.
Below, each generator carries its verified status, including one notable abandonment. Read the licence terms alongside the status column before you put generated audio into anything monetised.
Still Active
Suno
🟢ActiveBest for full generated songs with vocals
Suno launched in late 2023 as a text-to-song generator that creates full vocal tracks with melody, lyrics, and instrumentation from short prompts. It raised $125M at a $500M valuation in May 2024 and crossed 12M users by mid-2024. In June 2024 the RIAA sued Suno (and competitor Udio) for copyright infringement on behalf of Sony, Universal, and Warner. The product keeps shipping new versions and signups remain open while the litigation runs.
Read the Suno status page or Suno alternatives, best tools like Suno, is Suno dead? and what happened to Suno.
Udio
🟢ActiveBest audio fidelity for generated tracks
Udio launched in April 2024 from ex-DeepMind researchers and raised $10M from a16z, will.i.am, and Common. It generates studio-quality vocal tracks from text prompts and quickly became Suno's closest competitor. The RIAA sued Udio in June 2024 over alleged training on copyrighted recordings. Despite the litigation, Udio has continued shipping new models, including v1.5 with full-song generation and remixing.
Read the Udio status page or Udio alternatives, best tools like Udio, is Udio dead?, what happened to Udio and why Udio failed.
Soundraw
🟢ActiveBest for royalty-free production music
AI music generation platform that creates royalty-free music for content creators.
Read the Soundraw status page or Soundraw alternatives.
AIVA
🟢ActiveBest for scored and instrumental composition
AI music composer that creates original music for films, games, and commercials.
Read the AIVA status page or AIVA alternatives.
Dead or At Risk
These have shut down, been abandoned, or been absorbed into another company. Check before you renew.
Boomy
⚫AbandonedAbandoned - an early consumer song generator
AI music creation platform that lets anyone make and release songs in seconds.
Read the Boomy status page.
Side-by-Side Comparison
| Tool | Status | Best for | Deep dive |
|---|---|---|---|
| Suno | Active | Best for full generated songs with vocals | Suno alternatives |
| Udio | Active | Best audio fidelity for generated tracks | Udio alternatives |
| Soundraw | Active | Best for royalty-free production music | Soundraw alternatives |
| AIVA | Active | Best for scored and instrumental composition | AIVA alternatives |
| Boomy | Abandoned | Abandoned - an early consumer song generator | Boomy status |
How to Choose
- →Is the output cleared for commercial and monetised use, in writing?
- →What was the model trained on, and is that disputed?
- →Can you export stems, or only a mixed-down file?
- →Does your licence survive a change of ownership at the vendor?
Frequently Asked Questions
What is the best AI music generator in 2026?
Suno and Udio produce the most convincing full songs, while Soundraw and AIVA are the safer choices for background and royalty-free production music with clearer licensing.
Can I monetise AI-generated music?
It depends entirely on the tool's licence and on unresolved rights questions around training data. Royalty-free-first tools currently carry less risk than the frontier song generators.
Have any AI music tools shut down?
Boomy, one of the earliest consumer song generators, has been effectively abandoned. Its verified status is listed on this page.
Keep Reading: Status Checks and Alternatives
Deeper research on the tools above — shutdown reports, death-signal checks, and replacement shortlists.