“Text to music” covers two very different products. Some tools write a whole song with vocals from one sentence. Others produce instrumental background music for a video. Most rankings mix both, which is one reason why they disagree.
For this list we took six published rankings and checked which tools each of them puts in its top ten. The more rankings name a tool, the higher it stands here. When two tools are named equally often, the one with the better average place comes first.
One caveat belongs at the start: four of the six rankings come from companies that sell a music tool themselves. We count their lists, but never their own product. We found no blind comparison for music that we could count, and we have not tested these tools ourselves.
The top 10
1. Suno
Generates complete songs, with vocals and instruments, from a text prompt. Fast for ideas and demos; check the usage rights of your plan before you publish or sell a track.
Create stunning original music for free in seconds using our AI generator. Make your own masterpieces, share with friends, and discover music from artists worldwide.
2. Udio
The main rival of Suno and on every list we counted. Sources describe strong audio quality and more control, such as regenerating a single section, in exchange for a steeper learning curve.
Discover, create, and share music with the world. Use the latest technology to create AI music in seconds.
3. Eleven Music (ElevenLabs)
The music generator from the voice company ElevenLabs: full songs with vocals from a prompt, with editing by section. It is on only three of the six lists, but always in the top three; sources point to its clear terms for commercial use.
Create lifelike speech with our AI voice generator and voice agents platform. Access 5,000+ voices in 90+ languages with secure APIs and SDKs.
4. AIVA
A composer rather than a song machine. AIVA writes instrumental scores for film, games and video and lets you export MIDI to keep working in your own software.
AIVA, your AI music generation assistant
5. Soundraw
Background music you can shape: choose mood, genre and length, then adjust the arrangement. The company says its models are trained on in-house recordings, which is why licensing comes up in many reviews.
AI music generator that lets you create royalty free beats in seconds. Customize every instrument, download stems, monetize your music—try SOUNDRAW for free.
6. Boomy
The lowest barrier to a finished track: pick a style, generate, release. Rankings note that control over the result is limited.
7. Mubert
Endless instrumental background music for streams, videos and apps, generated in seconds. No vocals; the strength is length and consistency, plus an API for products.
Discover Mubert, the best AI music generator for royalty free music ➠ Generate music from text prompts for videos and projects online ✓ Create royalty free audio
8. Mureka
A song generator built around your own input: lyrics, a hummed tune or a reference track. Sources mention stem separation as a plus for people who want to keep editing.
Create full songs, vocals, lyrics, and instrumentals from text prompts with Mureka, an AI music generator for creators.
9. Beatoven.ai
Background music for video makers and podcasters. You set mood changes along the timeline so that the music follows your edit.
Create royalty-free, background music with the power of AI. Recommended for videos, podcasts & games. Try now!
10. Loudly
Fast music for social and ad content. You choose genre, energy and length and get a finished track to download.
Create, remix, master, split stems and release music with Loudly’s AI music platform. Generate royalty-free tracks, samples and versions for videos, social media, streaming and commercial use.
The rankings we counted
| Source | Type | Dated |
|---|---|---|
| Unite.AI unite.ai | Editorial list | 2026-08 |
| Kripesh Adwani kripeshadwani.com | Editorial list | 2026-05 |
| Soundverse soundverse.ai | Vendor's list | 2026 |
| Mubert mubert.com | Vendor's list | 2026-02 |
| CapCut capcut.com | Vendor's list | 2026-02 |
| Musci.io musci.io | Vendor's list | 2026-03 |
Collected on October 12, 2026. Vendors' lists count, but not for the vendor's own product.
What the count shows
Suno and Udio are on all six lists, almost always in the first three places. No other tool is on more than three.
Behind the two leaders the field splits by task. Songs with vocals: Eleven Music, Mureka, Boomy. Instrumental music for videos, streams and games: Soundraw, AIVA, Mubert, Beatoven.ai, Loudly.
Before you publish or sell a track, read the usage rights of your plan. Almost every source raises this point, and the terms differ from tool to tool.
Which tool for what
| If you need | Look at | What the rankings say |
|---|---|---|
| A full song with vocals from one prompt | Suno | On all six lists |
| More control over single sections | Udio | Regenerates one part at a time |
| Background music you can shape | Soundraw | Mood, genre, length, arrangement |
| Orchestral scores and MIDI export | AIVA | For film, games and video |
| A song from your own lyrics or a hummed tune | Mureka | Works from your input |
| Endless background music or an API | Mubert | Instrumental, generated in seconds |
| Music that follows your video edit | Beatoven.ai | Mood changes along the timeline |
You can filter all tools on this list, and more, by area in the comparison table and put them side by side.