Best AI Music Mastering Software in 2026
Updated
Preparing a finished track for release can involve more than choosing a mastering service: compare input formats, loudness targets, and WAV export alongside reference track matching and stem mastering. The entries are ordered as a ranked best-of list. MasterForge, Tunr, and WhitePrint AudioEngine appear among the first options, with SoundBoost.ai and Matchering also near the top. Check monthly mastering limits and free-plan availability against the paid-from price, then consider whether the supported platforms and export choices suit the way you work.
21 of the 25 here have a free tier you can use, 0 have open-source code on record, and 0 have full bars: free, open, on most of your devices and documented.
| # | App | Signal | Free tier | Open code | Devices | From | Score |
|---|---|---|---|---|---|---|---|
| 1 | AI MasteringWeb · Windows · Mac · Linux · Android · iPhone · Self-hosted · API · Extension | Three bars | — | 6 of 6 | Free | 6.7 | |
| 2 | MatcheringWeb · Windows · Mac · Linux · Self-hosted | Three bars | — | 4 of 6 | Free | 6.6 | |
| 3 | SoundBoost.aiWeb · Android · iPhone | Three bars | — | 3 of 6 | $4/mo | 6.5 | |
| 4 | TrackGleamWeb · Android · iPhone | Three bars | — | 3 of 6 | $7.50/mo | 6.5 | |
| 5 | TunrWindows · Mac | Two bars | — | 2 of 6 | Free | 6.5 | |
| 6 | AudioMaster.aiWeb | Two bars | — | 1 of 6 | Free | 6.4 | |
| 7 | Auralith ForgeWeb | Two bars | — | 1 of 6 | €4.99/mo | 6.4 | |
| 8 | Barichord Audio LabWeb | Two bars | — | 1 of 6 | Free | 6.4 | |
| 9 | Free Music Creator AI MasteringWeb | Two bars | — | 1 of 6 | $10.49/mo | 6.4 | |
| 10 | GLOW MasteringWeb | Two bars | — | 1 of 6 | $11.58/mo | 6.4 | |
| 11 | HanoLab MasteringWeb · API | Two bars | — | 1 of 6 | $19.90/mo | 6.4 | |
| 12 | LOUDCRAFTWeb | Two bars | — | 1 of 6 | $5/mo | 6.4 | |
| 13 | MasterForgeWeb | Two bars | — | 1 of 6 | €4.99/mo | 6.4 | |
| 14 | Music Loudness AI MasteringWeb | Two bars | — | 1 of 6 | $22.48/mo | 6.4 | |
| 15 | Quantara MusicWeb | Two bars | — | 1 of 6 | Free | 6.4 | |
| 16 | SongmastrWeb | Two bars | — | 1 of 6 | Free | 6.4 | |
| 17 | SongUp AIWeb | Two bars | — | 1 of 6 | $9.99/mo | 6.4 | |
| 18 | Vesta Music MasteringWeb | Two bars | — | 1 of 6 | Free | 6.4 | |
| 19 | WhitePrint AudioEngineWeb · API | Two bars | — | 1 of 6 | $54/mo | 6.4 | |
| 20 | LoudlyWeb | Two bars | — | 1 of 6 | Free | 6.3 | |
| 21 | RemasterifyWeb | Two bars | — | 1 of 6 | $9/mo | 6.2 | |
| 22 | Cryo MixWeb | One bar | — | — | 1 of 6 | — | 5.4 |
| 23 | MaastrWeb | One bar | — | — | 1 of 6 | $7.50/mo | 5.4 |
| 24 | eMasteredWeb | No signal | — | — | 1 of 6 | — | 5.2 |
| 25 | Engineer Guy AI Master TrackWeb | No signal | — | — | 1 of 6 | — | 5.2 |
Compare all 25 in a table
| # | App | Score | Free plan | From | Free plan | Paid from | Monthly masterings | Reference track matching |
|---|---|---|---|---|---|---|---|---|
| 1 | AI Mastering | 6.7 | Free plan | Free | Yes | — | — | Yes |
| 2 | Matchering | 6.6 | Free plan | Free | Yes | — | — | Yes |
| 3 | SoundBoost.ai | 6.5 | Free plan | $4/mo | Yes | 4 /mo | — | Yes |
| 4 | TrackGleam | 6.5 | Free plan | $7.50/mo | Yes | — | 1 tracks/mo | Yes |
| 5 | Tunr | 6.5 | Free plan | Free | Yes | — | — | Yes |
| 6 | AudioMaster.ai | 6.4 | Free plan | Free | Yes | — | — | — |
| 7 | Auralith Forge | 6.4 | Free plan | €4.99/mo | No | — | 50 tracks/mo | Yes |
| 8 | Barichord Audio Lab | 6.4 | Free plan | Free | Yes | — | — | Yes |
| 9 | Free Music Creator AI Mastering | 6.4 | Free plan | $10.49/mo | Yes | 10.49 /mo | — | Yes |
| 10 | GLOW Mastering | 6.4 | Free plan | $11.58/mo | Yes | — | 5 tracks/mo | — |
| 11 | HanoLab Mastering | 6.4 | Free plan | $19.90/mo | Yes | 19.9 /mo | 300 tracks/mo | Yes |
| 12 | LOUDCRAFT | 6.4 | Free plan | $5/mo | Yes | 5 /mo | — | — |
| 13 | MasterForge | 6.4 | Free plan | €4.99/mo | Yes | — | — | Yes |
| 14 | Music Loudness AI Mastering | 6.4 | Free plan | $22.48/mo | Yes | — | — | Yes |
| 15 | Quantara Music | 6.4 | Free plan | Free | Yes | — | — | Yes |
| 16 | Songmastr | 6.4 | Free plan | Free | Yes | — | — | Yes |
| 17 | SongUp AI | 6.4 | Free plan | $9.99/mo | Yes | 7.99 /mo | — | — |
| 18 | Vesta Music Mastering | 6.4 | Free plan | Free | Yes | — | — | — |
| 19 | WhitePrint AudioEngine | 6.4 | Free plan | $54/mo | Yes | 67 /mo | 30 tracks/mo | — |
| 20 | Loudly | 6.3 | Free plan | Free | Yes | — | — | — |
| 21 | Remasterify | 6.2 | Free plan | $9/mo | Yes | — | — | Yes |
| 22 | Cryo Mix | 5.4 | No | — | — | 19 /mo | 5 tracks/mo | Yes |
| 23 | Maastr | 5.4 | No | $7.50/mo | — | — | — | — |
| 24 | eMastered | 5.2 | No | — | — | — | — | Yes |
| 25 | Engineer Guy AI Master Track | 5.2 | No | — | — | — | — | Yes |
Is your app on this list?
Numbered spots on this list can be sponsored, and a sponsored row is labelled as paid.