How to choose an AI music app: songs, vocals, stems and mastering
Choose an AI music app by the actual job, export and licence: complete songs, background music, singing voices, stems and mastering.
AI for music and production
AI tools for writing songs, producing background music, creating singing voices, separating stems and mastering. Comparisons keep quality, control, export and licensing separate: publishing on YouTube, working for a client and distributing on Spotify do not grant the same rights.
The guides, task by task
Built for this sector
They are built for this specific job, not adapted to it. Each one has its own review with a verdict, verified pricing and alternatives.
Synthesizer V Studio 2 Pro
Free trial · from $994.8 Excellent
One-time-purchase offline vocal synthesis with note editing, a DAW plugin and multilingual voices.
ACE Studio
Free trial · from $16.584.7 Excellent
A lyrics-and-MIDI singing studio with over 160 voices, instruments and custom voice cloning.
iZotope Ozone 12
Free trial · from $2194.7 Excellent
A local mastering suite with an AI assistant and editable modules inside the DAW.
Moises
Free4.7 Excellent
Stem separation, chords, tempo and music practice across web, mobile and desktop.
RipX DAW
Free trial · from $994.7 Excellent
Local stem separation and note-level audio editing, treating a recording like polyphonic MIDI.
Beatoven.ai
Free4.6 Excellent
Music matched to video, text or an exact duration with a perpetual content licence.
Eleven Music
Free + from $64.6 Excellent
Songs up to five minutes with lyrics, audio references, section editing and an API.
Fadr
Free + from $104.6 Excellent
Free stems, remixing, chords and MIDI, with up to sixteen instruments and WAV on Fadr Plus.
4.6 Excellent
AI mastering built into FL Studio, with a basic included mode and genre controls on Plus and Pro.
Google Flow Music
Free + from $64.6 Excellent
The former Producer.ai, now using Lyria 3.5 for complete songs, stems, WAV, publishing and music video.
LANDR
Free trial · from $8.254.6 Excellent
Unlimited automated mastering, distribution and production tools in one subscription.
Mureka
Free + from $84.6 Excellent
Complete songs, remixing, voices and up to twelve stem exports with rights on paid plans.
RoEx Automix
Free trial · from $7.994.6 Excellent
Automated mixing and mastering from stems, with references and per-download or subscription pricing.
VOCALOID6
Free trial · from $2254.6 Excellent
AI vocal synthesis with 25 included voices, DAW plugins and multichannel export for a one-time price.
Kits AI
Free + from $104.5 Very good
Singing-voice conversion and custom vocal models with commercial rights on paid plans.
Masterchannel
Free trial · from $154.5 Very good
Web AI mastering developed with reinforcement learning and results reviewed by engineers.
4.5 Very good
Free, open and local vocal and stem separation for users willing to choose and run their own models.
AIVA
Free + from €114.4 Very good
Instrumental composition with MIDI, WAV and a Pro licence assigning contractual copyright to the user.
Audimee
Free + from $94.4 Very good
Singing-voice conversion and training with commercial rights that survive cancellation.
Loudly
Free4.4 Very good
Music generation, remixing and distribution with stems and plan-dependent commercial licences.
Mubert Render
Free + from $11.694.4 Very good
Background tracks generated by duration and mood with separate creator, client and business plans.
SOUNDRAW
Free trial · from $11.044.4 Very good
Background music adjustable by energy and section, with separate creator and artist licences.
Stable Audio
Free4.4 Very good
Audio and music up to six minutes from text or reference, with high-quality stereo export.
eMastered
Free4.3 Very good
Online mastering with a reference track, intensity controls and subscription-based downloads.
LALAL.AI
Free + from $7.54.3 Very good
Fast vocal and instrument separation with minute bundles and a local plugin on the top plan.
Boomy
Free + from $9.994.1 Good
Fast song creation and streaming distribution in a workflow designed for beginners.
Musicfy
Free trial · from $84.1 Good
Accessible vocal conversion and custom singer models, with commercial use from Professional.
Soundful
Free4.1 Good
Generative music templates for creators, with different licences for content and releases.
Suno
Free + from $84.1 Good
Full songs with vocals from a text description.
Udio
Free + from $104.1 Good
Complete songs with section editing, but audio downloads are currently unavailable.
Frequently asked questions
Which kind of AI music tool do I need?
It depends on the output: a complete song, a soundtrack for video, a singing voice, separated stems and a final master are different jobs. This vertical separates them so products that cannot replace each other never share one ranking.
Can I publish AI-generated music on Spotify or YouTube?
Only when the plan and licence cover that exact use. Monetising a video, delivering music to a client and distributing a song are different permissions; every review states export, attribution, ownership and what happens after cancellation.
Does AI-generated music have copyright?
A contractual licence can let you use an output, but it does not guarantee that law recognises exclusive copyright in work without enough human authorship. Keep your lyrics, arrangements and human edits, and check current terms before major exploitation.
What is the best AI music app?
There is no winner for every job. Suno may fit complete songs, Beatoven synced content music, ACE Studio singing voices, Moises separation and Ozone detailed mastering control. The task determines the ranking.