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Compare AI Music Tools

AI music tools fall into two broad camps: "generation" tools that create songs from a prompt, and "editing and mastering" tools that polish finished tracks. To make songs and vocals with minimal effort, reach for generators like Suno or Udio; when clean copyright matters—say, for video or game background music—go with AIVA or Eleven Music; and when you just need to finish off a track you've already made, pick a mastering service like LANDR or eMastered. Checking whether commercial use is allowed, whether an API is offered, and whether self-hosting is possible will make it much easier to land on the right tool for the job.

8 toolsUpdated 2026-05-30

Subcategories

8 tools

Suno

An AI music generator that turns prompts into finished songs

91Rating

An AI music generation service that turns a single text prompt into a complete song, with lyrics, vocals, and instrumentation, in seconds. Anyone can create a track, even with no musical knowledge.

Edge

Its key differentiator is letting even beginners produce a complete song, with vocals, lyrics, and backing track, from a single sentence faster than anything else.

Free planfrom $0/moKorean

Udio

A refined AI music generator for producers

88Rating

An AI music generation service that creates songs with vocals and instrumentation from text prompts, and supports fine-grained editing such as inpainting to regenerate only selected sections of a track.

Edge

Its most distinctive differentiator is inpainting editing that regenerates just a specific two-second section of a track exactly as you want.

Free planfrom $0/moKorean

Eleven Music

A commercial AI music generator you integrate via API

85Rating

A text-to-music generator from ElevenLabs that creates songs by specifying genre, mood, structure, length, and language, and integrates directly into products via API. Trained on licensed data, it supports broad commercial use.

Edge

What sets it apart is training on cleared, licensed data that guarantees broad commercial use on paid plans, plus a music API for developers.

from $0/moKoreanAPI

LANDR

The longest-running AI online mastering platform

84Rating

An online mastering service whose AI, trained on the work of human mastering engineers, analyzes an entire track and automatically produces a clean, loudness-balanced commercial master. It offers an ecosystem that bundles distribution, samples, and plugins.

Edge

Its key differentiator is an ecosystem that bundles music distribution, samples, plugins, and collaboration alongside mastering in a single subscription.

Free planfrom $0/mo

AIVA

AI composer strong in orchestral and cinematic music

83Rating

An AI composition tool specialized in instrumental and orchestral-style music for film, games, and advertising. Pick a style to generate a track, then download it as MIDI for further arrangement. The Pro plan grants full copyright ownership of generated tracks.

Edge

Its differentiator is full copyright ownership of generated tracks on the Pro plan plus MIDI editing support, making it especially strong for scoring video and game background music.

Free planfrom $0/mo

Stable Audio

AI audio generator built for long tracks and sound effects

82Rating

Stability AI's text-to-audio model that generates music, soundscapes, and sound effects from prompts. Released in May 2026, Stable Audio 3.0 can produce tracks up to roughly 6 minutes 20 seconds in a single pass and also supports audio-to-audio transformation and inpainting.

Edge

With Stable Audio 3.0, it can generate tracks up to roughly 6 minutes 20 seconds in a single pass while supporting audio-to-audio transformation and inpainting.

Free planfrom $0/moKoreanAPI

eMastered

AI mastering with a strong, warm tone

81Rating

An online mastering service built by a Grammy-winning engineer: upload a WAV or MP3 file and its AI applies genre-tailored processing to return a mastered track in about 60 seconds. It also supports reference-track workflows and stem mastering.

Edge

It stands out for excelling at low- and mid-range warmth and transient detail, making it especially strong for R&B, soul, and acoustic genres.

Free planfrom $0/mo

ACE-Step

Open-source, self-hostable AI music model

79Rating

An open-source music generation foundation model that turns text descriptions into high-quality music complete with melody, harmony, rhythm, and instrumentation, and optionally lyrics. It combines diffusion-based generation with a lightweight transformer for very fast generation speeds.

Edge

Released under the Apache 2.0 license for commercial self-hosting, with a standout speed of generating a 4-minute song in about 20 seconds on an A100.

Free planfrom $0/moOpen sourceKorean

How to choose an AI Music tool?

Can I use AI-generated music commercially?
It depends on the tool and plan. Suno and Udio allow commercial use only on paid plans, while Eleven Music is trained on licensed data and supports broad commercial use on its paid plans. AIVA lets you fully own the copyright on its Pro plan, and the open-source ACE-Step is released under the Apache 2.0 license, allowing commercial self-hosting.
Are there any AI music tools I can use for free?
Suno, Udio, AIVA, and Stable Audio all offer free trial tiers, but these usually come with restrictions such as no commercial use, public sharing requirements, and limited downloads. If you want to use it freely at no cost, you can self-host the open-source model ACE-Step—released under the Apache 2.0 license—on your own GPU.
How do generation tools and mastering tools differ?
Generation tools like Suno, Udio, AIVA, and Stable Audio create brand-new music from a text prompt. Mastering tools like LANDR and eMastered, on the other hand, take a track you've already recorded and mixed and refine its loudness and tone into a commercial-release-ready master—so depending on where you are in the production process, the two are often used together.