Production
Best AI Mastering Tools in 2026
AI mastering tools are for polishing a mix toward a finished, release-ready sound. Compare input formats and WAV export to see what you can provide and retrieve, then weigh loudness targets, reference track matching and stem mastering against the control you need.
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AI Mastering It suits musicians seeking automated online mastering or an offline desktop option, and developers who want an API for mastering audio.
Free plan Open source Web · Windows · macOS · Linux9.1 Visit Specs - 02
Loudly It suits creators seeking browser-based AI music generation with vocals, uploads, stems and commercial-use rights.
From $8/mo Free plan Web · iOS · Android · API9.0 Visit Specs - 03 Free Music Creator AI Mastering From $10.49/mo Free plan Web8.8 Visit Specs
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MasterForge MasterForge may suit musicians and audio creators seeking genre presets, analysis, or mastering tools in a browser.
From €4.99/mo Free plan Web · API · Self-hosted8.8 Visit Specs - 05 TrackGleam
TrackGleam suits musicians seeking browser-based mastering with reference matching and WAV or MP3 downloads.
From $7.50/mo Free plan Web · Windows · macOS · Linux8.7 Visit Specs - 06 Matchering
Matchering suits musicians and audio makers who want a reference-based mastering workflow, especially those working in EDM.
Free plan Open source Web · Windows · macOS · Linux8.6 Visit Specs - 07
Quantara Music From €8.99/mo Free plan Web · API8.6 Visit Specs - 08 RoEx Mastering From $24.99/mo Free plan Web · Windows · macOS8.5 Visit Specs
- 09 SongUp AI
It suits people creating songs or working with audio on the web, including users who need vocals, stems or multiple language options.
From $9.99/mo Free plan Web8.3 Visit Specs - 10 WhitePrint AudioEngine
AudioEngine suits people seeking browser-based audio analysis and mastering, or developers integrating those operations through an API.
From $54/mo Free plan Web · API8.3 Visit Specs - 11
BABA MASTER Free trial Windows · macOS8.2 Visit Specs - 12 Engineer Guy AI Master Track From $7/mo Free plan Web8.2 Visit Specs
- 13 Barichord Audio Lab
It suits musicians, podcasters, and producers who want browser-based mastering, reference matching, or manual processing.
Free plan Web8.1 Visit Specs - 14 HanoLab Mastering
It suits people who want to master a mix toward a reference or streaming loudness target in a browser-based audio workspace.
From $19.90/mo Free plan Web · API8.1 Visit Specs - 15 AudioMaster.ai Free plan Web8.0 Visit Specs
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Auralith Forge Auralith Forge suits musicians who want online mastering and audio analysis, whether mastering an occasional release or working regularly.
From €4.99/mo Free plan Web8.0 Visit Specs - 17 Aurora From $16/mo Free trial Web8.0 Visit Specs
- 18 LANDR Mastering Plugin From $15.99/mo Free trial Windows · macOS8.0 Visit Specs
- 19 Masterchannel From $826.25/mo Free trial Web · API8.0 Visit Specs
- 20 MasteringBOX From $7.99/mo Free plan Web · iOS · Android8.0 Visit Specs
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Cryo Mix Cryo Mix suits independent artists, producers, content creators, and small labels seeking browser-based mastering.
Free trial Web7.9 Visit Specs - 22 Fire Lit AI Mastering Free plan Web7.9 Visit Specs
- 23 GLOW Mastering From $11.58/mo Free plan Web7.9 Visit Specs
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Sauce Mastering AI Sauce is aimed at producers, artists, and beatmakers preparing singles, beats to lease, or larger projects.
Free plan Web7.9 Visit Specs - 25
AI Mastering Pro Web7.7 Visit Specs
Monthly masterings and free-plan availability help clarify what you can do without a paid subscription; the paid-from price adds a cost point. Supported platforms also matter if you have a preferred workflow. AI Mastering, Matchering and TrackGleam are among the entries to compare. Use the listed criteria to consider how each tool fits the tracks you work with and the mastering options you want.