TL;DR
A disclosure first: this site, Suno AI Music, is one of the tools on this list. A ranking by one of the contestants deserves suspicion, so this one is built to be checked: organised by job, every winner picked on facts from the tool's own pricing or terms page, and we win one category — the one we were built for. Suno's own app wins full songs with vocals. ElevenLabs, Soundraw, Beatoven, AIVA, Google's Lyria and the open-source ACE-Step each win somewhere else. The right generator depends on where the music is going. Pick the job, take its winner.
In this guide
- How this list works
- Winners at a glance
- The eight jobs and their winners
- What about Udio?
- Which one for which job
- FAQ
How this list works
- One winner per job, chosen by what the job needs. A video editor needs length controls and a licence that will not trigger claims; a songwriter needs vocals and a way to fix one verse. Different products — "best overall" hides that.
- Facts from the source. Prices, licences and model names come from each product's own pricing, terms or release pages, checked in September 2026. Prices are the published figures at the time of writing; anything we could not confirm is left out.
- Our entry gets the same treatment, including where a competitor beats us.
Only after free tiers? That is a different question — see the free AI music generator comparison.
Winners at a glance
| Job | Winner | Why it wins | Runner-up |
|---|---|---|---|
| Full songs with vocals | Suno | The quality reference; new licensed models since September 2026 | Mureka |
| Editing and finishing a song | Suno AI Music | Extend, cover, replace a section, split vocals, render video — on every song in one library | Suno Studio (Premier) |
| Instrumentals for video | Soundraw | Built for editors: length and section controls, unlimited downloads on Creator | Stable Audio 3 |
| Royalty-free background music | Beatoven.ai | Perpetual licence per download, Fairly Trained certified | Soundraw |
| Music for ads and brand work | ElevenLabs Music | Licensed training data, commercial use spelled out in its terms | Suno AI Music (Standard plan) |
| Owning the composition outright | AIVA | Pro plan: "Copyright owned by YOU" | Stable Audio 3 (you own outputs) |
| Developers and APIs | Google Lyria 3.5 (Gemini API) | Full songs from text and images, per-song billing | ElevenLabs API |
| Free, no account | ACE-Step 1.5 | MIT-licensed, open source, public demo and local install | Gemini app (Google account) |
The eight jobs and their winners
1. Full songs with vocals — Suno
If the brief is "a song someone would mistake for a record", Suno's own app is still the one to beat. On September 9, 2026 it replaced its models with a new family trained on licensed music from its label partners (Warner Music Group and BMG among them), and said the older models will be retired. The paid tiers are Pro at $10 a month (2,500 credits) and Premier at $30 (10,000 credits, plus Suno Studio, its browser DAW). The catch is downloads, not sound: since September 3, 2026 the free plan has a lifetime cap of seven downloads, Pro gets 20 a month and Premier 60, with no limit when exporting from Studio.
Runner-up: Mureka. Its current V9.5 model sings convincingly in several languages, paid plans carry commercial rights, and Premier adds 12-stem splitting, custom voices and MIDI/WAV export from Mureka Studio. A good second opinion when a prompt sounds wrong on Suno.
2. Editing and finishing a song — Suno AI Music
This is the category we built for. A first generation is rarely the finished song: the bridge falls flat, the track ends too early, the client wants it as acoustic folk. Suno AI Music keeps every song in a library with the finishing tools beside it — extend it, cover it into another style, replace one section with new lyrics, split the vocal from the instrumental, or render it as an MP4 music video. It runs Suno v6, v6 Wild and v6 Mini on the paid plans; a generation costs 10 credits and returns two songs, and a new account starts with 16 credits.
Plans are Starter $9.99 (800 credits a month), Standard $29.99 (3,000) and Premium $99.99 (12,000); one-time credit packs start at $9.99 for 600 credits that never expire. MP3 downloads come with any plan or credit pack; WAV export and a commercial licence come with Standard and above.
Where we lose: if you want a full DAW, Suno Studio on the Premier plan is the more powerful tool. We are the faster route to a finished song without opening one.
3. Instrumentals for video — Soundraw
Soundraw does not try to write songs. It generates instrumentals from a model trained on music produced in-house, and then lets you shape them to the edit: length, sections, intensity. The Creator plan is $16.99 a month ($11.04 billed annually) with unlimited downloads and commercial use for background music; Artist plans ($29.99 and up) add streaming distribution, and WAV and stems from Artist Pro. No vocals, by design — which is exactly what a YouTube editor wants.
Runner-up: Stable Audio 3 (see job 6) for sound design and effects alongside the music. Need the backing track of a song you already have? The vocal remover does that.
4. Royalty-free background music — Beatoven.ai
For podcasts, courses and shops — music under something that must never cause trouble — Beatoven.ai fits best. Every download comes with a non-exclusive, perpetual licence; its Maestro model is Fairly Trained certified, and the company says contributing musicians are paid. The limit is explicit and worth respecting: tracks cannot be uploaded to Spotify or Apple Music as your own releases.
Runner-up: Soundraw, whose licence is also royalty-free and perpetual, if you want finer control over structure.
5. Music for ads and brand work — ElevenLabs Music
When the first question is "can we put this under a paid campaign", ElevenLabs Music has the best paperwork. The model is trained on licensed data (deals with Merlin and Kobalt), generates vocal or instrumental tracks up to five minutes in many languages. Its model-specific terms (updated May 26, 2026) permit online and offline commercial use on every self-serve plan — the free plan only with attribution to Eleven Music, the paid plans from Starter at $6 a month without it — except film, TV, radio and studio games, which need the Enterprise Music plan; distribution to streaming services starts at Creator ($22).
Runner-up: Suno AI Music on the Standard plan, which includes a commercial licence, when the ad needs a sung jingle.
6. Owning the composition outright — AIVA
Most generators give you a licence. AIVA's Pro plan gives you the copyright: its pricing page says "Copyright owned by YOU", with unrestricted monetisation, 300 downloads a month and WAV, MP3 and MIDI export, at €33 a month billed annually. The Standard plan (€11 a month billed annually) allows only limited monetisation and AIVA keeps the copyright; on Free, AIVA owns it and attribution is required. It composes orchestral, cinematic and ambient instrumentals with an editor for the composition itself — the choice for scores where rights must be clean.
Runner-up: Stable Audio 3. Stability AI's May 2026 family (open-weight Small and Medium models, the latter up to 6:20; Large via API) is trained on licensed data, and under its Community License you own your outputs — organisations over $1M annual revenue need the Enterprise licence. Instrumental and sound design only.
7. Developers and APIs — Google Lyria 3.5
Since September 4, 2026 Lyria 3.5 has been in the Gemini API and Google AI Studio: full songs a couple of minutes long with verses and choruses, your own lyrics, vocal or instrumental, and image-to-music, billed per song. Every track carries Google's SynthID watermark. It is the easiest full-song API to reach; check Google's pricing page for the current per-song rate.
Runner-up: the ElevenLabs API, available to paid subscribers, if your customers need a commercial licence with a clear paper trail. Mureka's API adds stems and fine-tuning.
8. Free, with no account — ACE-Step 1.5
Every mainstream generator needs an account, including Gemini's free Lyria access (a Google account). The honest no-signup answer is ACE-Step 1.5, an open-source model released under the MIT licence, with its XL variants added on April 2, 2026. It writes full songs with vocals in 50+ languages and runs locally on a consumer GPU (an entry setup works with about 6 GB of VRAM). Its public Hugging Face Space runs in the browser with no login, on a small daily GPU allowance for guests. Less polished than the commercial tools, but yours to run. Many other "no sign up" song sites are thin wrappers with unclear licences — read their terms before publishing anything.
What about Udio?
Udio still sounds excellent but wins nothing here: downloads of audio, video and stems have been disabled since its October 2025 settlement with Universal, and remain off as of September 2026. The licensed platform it is building is described as keeping creations inside the service, with no confirmed launch date. Details in our Udio alternatives guide.
Which one for which job
- A song for release: Suno; to keep reworking it — a wrong verse, a track too short — Suno AI Music with replace section and extend.
- Cutting music to a video edit: Soundraw.
- Background for a podcast, course or shop: Beatoven.ai.
- A paid ad: ElevenLabs Music (Enterprise for film, TV, radio, studio games).
- A score where you must hold the copyright: AIVA Pro.
- Music inside your own app: Lyria 3.5 via the Gemini API; ElevenLabs if the licence is the product.
- Trying it right now, no account: ACE-Step 1.5.
The Suno prompts guide carries over, with small differences, to every vocal generator here. If the track is headed for streaming, read can you upload AI music to Spotify first.
FAQ
What is the best AI music generator overall in 2026?
For raw song quality with vocals, Suno's own app. But "overall" rarely matches a real job: for video beds Soundraw is better, for ads ElevenLabs has the cleaner licence, and for owning the copyright AIVA Pro is the only one that transfers it.
Why should I trust a list written by one of the tools?
You should not have to. Every claim is checkable on the vendor's own pricing or terms page, and the headline category — full songs with vocals — goes to a competitor. We claim only editing and finishing.
Which AI music generator is safest for commercial use?
ElevenLabs Music for most brand work, since it was trained on licensed data and its terms spell out commercial use; film, TV, radio and studio games need Enterprise. AIVA Pro if you need to own the copyright.
Can I own the copyright to AI-generated music?
AIVA's Pro plan assigns it to you; Stable Audio's Community License says you own your outputs. Most others grant a licence. Whether purely AI-generated audio is protectable by copyright at all varies by country, so treat "ownership" as a contract term, not a legal guarantee.
Is there a good AI music generator with no sign-up?
ACE-Step 1.5's open-source demo runs in the browser without an account, and you can install it locally for free. The commercial tools all require an account.
Final take
Ask where the music is going, not which generator is best. A record: Suno. A video: Soundraw. A brand: ElevenLabs. A score you must own: AIVA. Your app: Lyria. Free, no account: ACE-Step. And when you have a song that is almost right and needs finishing — extended, re-voiced in another genre, one verse rewritten — that is the job we built Suno AI Music for.