TrackGleam masters audio and video files in a browser with EQ, compression, saturation and stereo tools.
Free plan Free trial AndroidiPhone & iPadWebWindowsMacLinux
Best AI Music Mastering Software 2026
Facts read 28 Sep 2026 – 21 Oct 2026
AI music mastering software prepares a finished mix for release, using automated tools to shape its sound. This guide helps musicians compare options for trying a service, working with reference tracks or stems, and exporting a master.
The standings: top 10
| Name | In a line | Record score | Price from | Try it free | Runs on | Facts read |
|---|---|---|---|---|---|---|
| 01 TrackGleam | TrackGleam masters audio and video files in a browser with EQ, compression, saturation and stereo tools. | 6.6 | Free plan | Free plan | Android, iPhone & iPad, Web, Windows | 21 Oct 2026 |
| 02 AI Mastering | AI Mastering is an online mastering service with loudness controls, analysis and customizable output formats. | 6.1 | Free plan | Free plan | Android, iPhone & iPad, Web, Windows | 15 Oct 2026 |
| 03 Loudly | Loudly creates AI music on web and mobile, supports vocals and commercial use. | 5.7 | $96 a year | Free plan | Android, iPhone & iPad, Web, API | 15 Oct 2026 |
| 04 RoEx Mastering | RoEx Mastering analyzes mixes and applies EQ, multiband compression, limiting and stereo refinement. | 5.6 | $24.99 a month | Free plan | Web, Windows, Mac | 11 Oct 2026 |
| 05 One Master | Browser studio mixes two to eight stems into stereo WAV and can apply AI mastering in the same run. | 5.5 | $9.90 one-time | Free plan | Web | 11 Oct 2026 |
| 06 WhitePrint AudioEngine | WhitePrint AudioEngine provides AI mastering and BS.1770-4 analysis through a web interface and API. | 5.5 | $54 a month | Free plan | Web, API | 15 Oct 2026 |
| 07 MasteringBOX | MasteringBOX analyzes tracks, lets you adjust loudness and EQ, and exports masters in several formats. | 5.4 | $7.99 a month | Free plan | Android, iPhone & iPad, Web | 11 Oct 2026 |
| 08 Matchering | It suits audio creators who want automated matching against a reference track and can meet the Python runtime requirements. | 5.3 | Free plan | Free plan | Web, Windows, Mac, Linux | 21 Oct 2026 |
| 09 Free Music Creator AI Mastering | It suits people with a finished, balanced stereo mix and a reference track that represents their desired sound. | 5.2 | $10.49 a month, billed yearly | Free plan | Web | 21 Oct 2026 |
| 10 MasterForge | MasterForge suits musicians and other audio creators seeking browser-based mastering, analysis, or cleanup. | 5.2 | €4.99 a month | Free plan | Web, API, Self-hosted | 21 Oct 2026 |
Compare free-plan access and starting paid prices with monthly mastering limits, loudness targets, input formats and WAV export. Check supported platforms too, especially if you want to work from Android, iOS, macOS, Windows or the web.
02
AI Mastering
AI Mastering is an online mastering service with loudness controls, analysis and customizable output formats.
AndroidiPhone & iPadWeb+6 Record6.1 Visit
03
Loudly
Loudly creates AI music on web and mobile, supports vocals and commercial use.
AndroidiPhone & iPadWeb+1 Record5.7 Visit
04
RoEx Mastering
RoEx Mastering analyzes mixes and applies EQ, multiband compression, limiting and stereo refinement.
WebWindowsMac Record5.6 Visit
05
One Master
Browser studio mixes two to eight stems into stereo WAV and can apply AI mastering in the same run.
Web Record5.5 Visit
6
WhitePrint AudioEngine
WebAPI $54 a month Record5.5 Visit WhitePrint AudioEngine provides AI mastering and BS.1770-4 analysis through a web interface and API.
7
MasteringBOX
AndroidiPhone & iPadWeb $7.99 a month Record5.4 Visit MasteringBOX analyzes tracks, lets you adjust loudness and EQ, and exports masters in several formats.
8
Matchering
WebWindowsMac+3 Free plan Record5.3 Visit It suits audio creators who want automated matching against a reference track and can meet the Python runtime requirements.
9
Free Music Creator AI Mastering
Web $10.49 a month, billed yearly Record5.2 Visit It suits people with a finished, balanced stereo mix and a reference track that represents their desired sound.
10
MasterForge
WebAPISelf-hosted €4.99 a month Record5.2 Visit MasterForge suits musicians and other audio creators seeking browser-based mastering, analysis, or cleanup.
11
Quantara Music
WebAPI €8.99 a month, billed yearly Record5.2 Visit Quantara is a browser mastering tool with a 15-stage DSP chain, genre presets and live LUFS metering.
12
Auralith Forge
Web €4.99 a month, billed yearly Record5.1 Visit Auralith Forge analyzes each mix, then applies mastering changes and offers A/B comparisons and stem separation.
13
Engineer Guy AI Master Track
Web $7 a month Record5.1 Visit It suits independent musicians and creators preparing releases, demos, or social content in a browser.
14
SongUp AI
Web $9.99 a month Record5.1 Visit SongUp AI suits people creating songs or editing audio in a web browser, including users who want separated stems for a DAW.
15
Maastr
Web $90 a year Record5.0 Visit Online AI mastering for loud music accepts WAV and MP3, with sharing, versioning, and feedback tools.
16
Songmastr
Web $4 one-time Record5.0 Visit Songmastr automatically masters a song to a user-uploaded reference and accepts WAV or MP3 files.
17
SoundBoost.ai
AndroidiPhone & iPadWeb $48 a year Record5.0 Visit SoundBoost.ai suits musicians, artists, and producers looking for online mastering and stem separation.
19
Barichord Audio Lab
Web Free plan Record4.9 Visit Barichord Audio Lab masters mixes, AI audio and podcasts with reference matching and a 10-band EQ.
20
HanoLab Mastering
WebAPI $19.90 a month Record4.9 Visit HanoLab combines AI mastering with generation, stem separation and voice conversion in a browser workspace.
22
GLOW Mastering
Web $139 a year Record4.8 Visit Browser mastering runs locally, handles 10 files in batches, and downloads ZIP masters.
23
Sauce Mastering AI
Web Free plan Record4.8 Visit Sauce Mastering AI analyzes mixes and adjusts EQ, compression, limiting, stems and loudness controls.
24
Tunr
WindowsMac Free plan Record4.8 Visit Tunr is a desktop mastering app with local genre-aware processing, reference matching and batch mode.
25
Masterchannel
WebAPI — Record4.7 Visit Web service combines human engineering with controls for tonality, dynamics, genre, mood, and fine tuning.
Before you choose
Check how you can try it
A free plan and a free trial are different ways to evaluate a mastering service. Check what the free option includes and whether a trial has a stated duration before choosing a paid plan.
AI Mastering, MasteringBOX and SoundBoost.ai are examples listed with free plans.
Compare plan terms
Look beyond the starting price. Check whether pricing is monthly or tied to annual billing, and compare the plan's mastering allowance before committing.
The listed examples include MasteringBOX with a price note of €6 per month on annual billing, SoundBoost.ai at $4 per month on annual billing, and TrackGleam with a three-day trial.
Match the workflow
If you want a master guided by a reference track, check for reference track matching. Stem mastering can matter if you plan to work with separate parts of a song rather than a single mix.
Compare monthly mastering limits, loudness targets and accepted input formats against the files and release workflow you use.
Check export and access
Confirm that WAV export is available if that is the format you need. Supported platforms vary: a web tool, desktop app, mobile option or API may fit different workflows.
The category includes web, macOS, Windows, Android, iOS and API options. Check the individual listing for its supported platforms before signing up.
Questions
What should I compare in AI music mastering software?
Compare free-plan access, starting paid price, monthly mastering limits, reference track matching, stem mastering, WAV export, loudness targets, input formats and supported platforms.
Can I try AI mastering software for free?
The list includes services with free plans and services with free trials. Check the individual listing for what the free access includes and any trial terms.
Can I use AI mastering software on Android?
Android is among the listed platform options. Check the specific service listing to confirm whether it supports Android.
Do these tools export WAV files?
WAV export is one of the comparison points for this category. Check an individual listing to see whether it supports WAV export.
What is the difference between reference matching and stem mastering?
Reference matching uses a track as a comparison point; stem mastering works with separate song parts. Check the service listing to see which capabilities it offers.
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