18.3
Android and iOS app and web service for making AI songs, including vocal tracks and commercial use.
Free planAndroidiOSWeb
Best AI Music Mastering Software in 2026
AI music mastering tools polish finished tracks; platform support and mastering controls help decide which service fits your workflow. Android apps are available in this category, alongside web services, Windows, iPhone and iPad, macOS, and APIs. Compare free plans, paid starting prices, monthly mastering limits, input formats, WAV export, loudness targets, reference-track matching, and stem mastering.
28.0
Android and browser mastering offers EQ, compression, saturation, stereo shaping, and reference matching.
Free planAndroidiOSWeb
37.8
Android and web AI mastering with loudness controls, output settings, and spectrum and loudness analysis.
Free planOpen sourceAndroidiOSWeb
- 4
Matchering
Matchering is free, open-source software that automatically matches and masters audio.
Free planOpen sourceWebAPILinuxmacOS7.5Free plan - 57.5From $9.99 a month
- 6
Free Music Creator AI Mastering
Web tool shifts a mix's loudness, tonal balance, peaks, and stereo width toward a reference.
Free planWeb7.3From $10.49 a month - 7
MasterForge
Browser-based mastering includes genre-specific tools aimed at artifacts in AI-generated music.
Free planWebAPISelf-hosted7.3From €4.99 a month - 8
Quantara Music
Browser mastering with an adjustable 15-stage chain, A/B bypass, and loudness targets.
Free planWebAPI7.3From €8.99 a month - 9
RoEx Mastering
Web service masters mixes to chosen loudness targets using genre profiles and audio processing.
Free planWebmacOSWindows7.3From $24.99 a month - 10
WhitePrint AudioEngine
Web and API service analyzes audio and can return mastering recommendations or mastered files.
Free planWebAPI7.3From $54 a month - 11
MasteringBOX
Android and iOS mastering lets you preview results, adjust loudness and EQ, and export album files.
Free planAndroidiOSWeb7.2From $7.99 a month - 12
SoundBoost.ai
Android and iOS mastering accepts natural-language prompts and can split tracks into stems.
Free planAndroidiOSWeb7.1From $48 a year - 13
Sauce Mastering AI
Web mastering service offers mix feedback, stem edits, genre tuning, and adjustable sound settings.
Free planWeb6.8Free plan - 14
Barichord Audio Lab
Web AI mastering offers mix suggestions, reference matching, a 10-band EQ, and stereo-width controls.
Free planWeb6.6$2 one-time - 15
Engineer Guy AI Master Track
Web service uses AI to assess, advise on, and master tracks, with optional reference matching.
Free planWeb6.6From $7 a month - 16
HanoLab Mastering
HanoLab Mastering is part of HanoLab’s browser-based audio workspace for music generation, voice conversion, stem separation, mastering and related processing.
Free planWebAPI6.6From $19.90 a month - 17
Music Loudness AI Mastering
Web tool masters tracks to match a reference or normalize them for streaming services.
Free planWeb6.6From $269.81 a year - 18
Songmastr
Web service automatically masters WAV or MP3 songs to a user-uploaded reference track.
Free planWeb6.6$4 one-time - 19
6.5From €4.99 a month - 20
LOUDCRAFT
Web AI mastering with audio analysis, spatial enhancement, and selectable loudness targets.
Free planWeb6.5From $5 a month - 21
Virtu
WebmacOSWindows6.5From $199.99 a year - 22
GLOW Mastering
Web mastering tool with local browser processing and batch support for up to 10 files.
Free planWeb6.4From $139 a year - 23
LANDR Mastering Plugin
macOS and Windows DAW plugin for real-time AI mastering and track-version revisions.
macOSWindows6.4From $15.99 a month - 246.3$9.90 one-time
- 25
BABA MASTER
AI mastering plugin for macOS and Windows DAWs, with voice direction and adjustable processors.
macOSWindows6.2€49 one-time
Choosing well
Which platforms does it need to run on?
Choose a tool that works on the device or system you use, checking Android, web, Windows, iPhone or iPad, macOS, and API access.
A web service can suit a browser workflow, while an Android or iOS app may be useful for phone-based work. Confirm platform support before paying.
What free plan or trial should I look for?
Start with a free plan when you need to assess the mastering workflow without an upfront payment; a free trial can provide a time-limited test of a paid service.
Compare the paid-from price with monthly mastering limits. Read the plan details to understand what work is included before upgrading.
Which mastering controls matter for my track?
Reference-track matching, stem mastering, and loudness targets address different needs, so check which controls the service provides for your workflow.
Reference matching can guide a target sound, stem mastering can handle separated parts, and loudness targets help prepare a consistent output level.
Which file formats and exports are supported?
Check the accepted input formats before uploading a project, then confirm that the service can export a WAV file if that is your delivery format.
File compatibility can determine whether a tool fits your existing setup, especially when moving masters into another editor or distribution workflow.
Do I need an open-source mastering tool?
If you need to read or change the code, check the tool's licence and open-source status before choosing it.
A hosted service may be simpler when you want browser or app access, while an open-source option can suit a workflow that requires code access.
Questions people ask
Can I use AI music mastering software on Android?
Android apps are available in this category. Check the platform listing for the tool you are considering and confirm that its mastering features match your needs.
How do I compare AI mastering prices?
Compare the free plan, any free-trial period, paid starting price, and monthly mastering allowance. Check plan details before committing.
What is reference-track matching in AI mastering?
It is a comparison option that uses a reference track to guide the sound of a master. Check whether the service supports it.
Can AI mastering export WAV files?
WAV export is a comparison field for this category. Verify the export options for the service and plan you intend to use.
What are loudness targets used for?
Loudness targets help set the output level of a master. Check whether the tool supports the target you need.