AI music has gone from novelty loops to full tracks with vocals in under a minute. These ten are ranked on musical quality, how much control you have over the result, and — critically — whether the licence actually lets you use what you make.
Independently reviewed · Last updated
Suno generates finished songs — verse, chorus, bridge, vocals, and production — from a short description of genre and subject. The vocal synthesis is what sets it apart: sung lyrics that scan, phrase naturally, and sit properly in the mix rather than sounding pasted over a backing track.
Best-in-class vocal generation
Audio fidelity is below professional studio standards
Udio is Suno's closest competitor and the one usually preferred by people with a production background. Its audio fidelity is cleaner, the instrument separation in the mix is better defined, and its extension controls let you build a track section by section rather than accepting a whole generation.
Superior audio quality
Steeper learning curve for non-musicians
Stable Audio's distinguishing claim is provenance: it was trained on a licensed catalogue through a partnership with AudioSparx, with contributing artists compensated. In a category where training data is the subject of active litigation, that is a meaningful difference for commercial users.
Licensed training data with compensated artists
Instrumental only — cannot produce songs with lyrics
AIVA approaches generation as composition rather than audio rendering. It produces editable scores and MIDI alongside the rendered audio, so a composer can change the instrumentation, rewrite a phrase, or re-voice a chord rather than regenerating and hoping for something better.
Editable MIDI and score output
No vocal generation
ElevenLabs applied its audio expertise to music generation, and fidelity is where it shows — the output is cleaner and better mixed than most competitors, with none of the compressed, slightly smeared quality that gives AI music away on good speakers.
Excellent audio quality
Less control over song structure than Udio
Soundraw is aimed squarely at video creators who need background music with clean rights. You choose mood, genre, and length, then adjust the arrangement — muting instruments, changing energy across sections, and setting where the track peaks — rather than prompting and hoping.
Genuinely useful arrangement controls
No vocals or lyrics
Beatoven composes to an emotional timeline rather than a single prompt. You mark where the mood should shift — tense at thirty seconds, resolving at ninety — and it composes transitions between those states, which is much closer to how a composer approaches scoring a film.
Mood-based composition fits storytelling
No vocals
Mubert generates continuous, non-repeating music streams rather than discrete tracks, which suits applications where music has to run indefinitely — retail spaces, games, meditation apps, live streams, and anywhere a looping playlist would become obvious.
Genuinely endless, non-repeating output
Not suited to producing a specific finished track
Boomy is the most accessible entry point in the category. A few clicks produce a complete track, and the platform will distribute it to Spotify, Apple Music, and other services on your behalf, with a share of any royalties returned to you.
Extremely easy to use
Limited creative control over the output
Loudly combines a generator with a large royalty-free catalogue, and its useful distinguishing feature is stem access — individual instrument tracks you can mute, swap, and re-balance, which is unusual at this price point.
Affordable
No vocal generation
All 10 tools side by side, ranked best-first.
| # | Tool | Rating | Pricing | Starting price | Best for |
|---|---|---|---|---|---|
| 1 | Suno | 4.6 | Freemium | From $10/mo | Song creation |
| 2 | Udio | 4.5 | Freemium | From $10/mo | Production-quality tracks |
| 3 | Stable Audio | 4.3 | Freemium | From $11.99/mo | Production music |
| 4 | AIVA | 4.2 | Freemium | From €11/mo | Film and game scoring |
| 5 | ElevenLabs Music | 4.4 | Freemium | From $5/mo | High-quality soundtracks |
| 6 | Soundraw | 4.2 | Freemium | From $16.99/mo | YouTube background music |
| 7 | Beatoven.ai | 4.1 | Freemium | From $6/mo | Documentary scoring |
| 8 | Mubert | 4.0 | Freemium | From $14/mo | Live stream background |
| 9 | Boomy | 3.9 | Freemium | From $9.99/mo | Beginner music creation |
| 10 | Loudly | 3.9 | Freemium | From $6.99/mo | Social media video |
What actually matters when picking between them.
This category has the widest gap between what tools produce and what you may legally do with it. Rights commonly depend on your plan tier — free tiers frequently grant personal use only, with commercial rights reserved for paid plans, and some vendors retain ownership outright. For anything monetised, and especially anything going through YouTube or Spotify's content systems, confirm the specific grant in writing for your plan before building a release around it.
A finished stereo track is fine as background. Separated stems — vocals, drums, bass, instruments as individual files — let you mix, edit, replace parts, and fit the music to picture. That single feature is what makes AI music usable in professional production, and it is often gated behind higher tiers. If the output goes anywhere near a DAW, treat stem export as a requirement.
The generated minute usually sounds good. What is harder is a track that develops — a verse that earns its chorus, a bridge that goes somewhere, an ending rather than a fade. Models tend toward pleasant repetition. Judge candidates on a full three-minute generation rather than a fifteen-second sample, because the weakness only appears at length.
Training-data litigation against major music generators is unresolved, and outcomes could change what is permitted or what these services offer. That is a genuine risk for anyone building a catalogue or a business on generated music. It is not a reason to avoid the category, but it is a reason to keep records of what you generated and when, prefer vendors who are transparent about training data and offer indemnification, and avoid betting anything irreplaceable on current terms holding.
Common questions about choosing between AI music generators.
