Best AI Music Mastering Software in 2026
Updated
In short: AI Mastering is ranked #1 of 50 as of 4 October 2026, ahead of Matchering and SongUp AI. The best-ranked option with a free plan is Matchering. The lowest first paid tier on this page is SoundBoost.ai at $0.33/mo.
AI music mastering tools can be compared by the audio they accept, the mastering controls they expose, and the files they let you export. The listed criteria include input formats, loudness targets, reference track matching, and stem mastering, as well as monthly masterings and WAV export. Free-plan availability and paid-from pricing offer cost details, while supported platforms can help you compare where each option is available. MasterForge, Tunr, and SoundBoost.ai lead the ranking, followed by Matchering and AI Mastering. Weigh these details against your mastering workflow and the outputs you need.
50 AI music mastering software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
#1 AI Mastering Top pick · 7.4 Free plan · Free
#2 Matchering Runner-up · 7.2 Free plan · Free
#3 SongUp AI Also great · 7.2 Free plan · $9.99/mo- Free plan AndroidapiextensioniOSLinuxmacOSself-hostedWebWindows
- Free plan
- Yes
- Reference track matching
- Yes
- WAV export
- Yes
RecognisedDocumentedFree planFree trialPlatforms - Free plan LinuxmacOSself-hostedWebWindows
- Free plan
- Yes
- Reference track matching
- Yes
- WAV export
- Yes
RecognisedDocumentedFree planFree trialPlatforms - Free plan Web
- Free plan
- Yes
- Paid from
- 7.99 /mo
RecognisedDocumentedFree planFree trialPlatforms$9.99/mofirst paid tier About SongUp AIVisit site - Free plan AndroidiOSWeb
- Free plan
- Yes
- Paid from
- 4 /mo
- Reference track matching
- Yes
- WAV export
- Yes
RecognisedDocumentedFree planFree trialPlatforms$0.33/mofirst paid tier About SoundBoost.aiVisit site - Free plan AndroidiOSWeb
- Free plan
- Yes
- Monthly masterings
- 1 tracks/mo
- Reference track matching
- Yes
- WAV export
- Yes
RecognisedDocumentedFree planFree trialPlatforms$7.50/mofirst paid tier About TrackGleamVisit site - Free plan macOSWindows
- Free plan
- Yes
- Reference track matching
- Yes
- WAV export
- Yes
RecognisedDocumentedFree planFree trialPlatformsFree About TunrVisit site - Free plan Web
- Free plan
- Yes
- Reference track matching
- Yes
- WAV export
- Yes
RecognisedDocumentedFree planFree trialPlatforms - Free plan apiWeb
- Free plan
- Yes
- Paid from
- 19.9 /mo
- Monthly masterings
- 300 tracks/mo
- Reference track matching
- Yes
- Stem mastering
- No
- WAV export
- Yes
RecognisedDocumentedFree planFree trialPlatforms$19.90/mofirst paid tier About HanoLab MasteringVisit site - Free plan Web
- Free plan
- Yes
- Reference track matching
- Yes
- Stem mastering
- Yes
- WAV export
- Yes
RecognisedDocumentedFree planFree trialPlatforms€4.99/mofirst paid tier About MasterForgeVisit site - Free plan Web
- Free plan
- Yes
RecognisedDocumentedFree planFree trialPlatforms - Free plan Web
- Free plan
- Yes
- Reference track matching
- Yes
- WAV export
- Yes
RecognisedDocumentedFree planFree trialPlatforms$9/mofirst paid tier About RemasterifyVisit site - macOSWindows
- Free plan
- No
RecognisedDocumentedFree planFree trialPlatforms$99/mofirst paid tier About iZotope RXVisit site - Web
- Paid from
- 19 /mo
- Monthly masterings
- 5 tracks/mo
- Reference track matching
- Yes
- Stem mastering
- Yes
- WAV export
- Yes
RecognisedDocumentedFree planFree trialPlatforms - Web
- Free plan
- Yes
- Paid from
- 10.49 /mo
- Reference track matching
- Yes
- Stem mastering
- No
- WAV export
- Yes
RecognisedDocumentedFree planFree trialPlatforms - Web
- Free plan
- Yes
- Reference track matching
- Yes
- Stem mastering
- No
- WAV export
- Yes
RecognisedDocumentedFree planFree trialPlatforms - Web
- Free plan
- Yes
- Paid from
- 67 /mo
- Monthly masterings
- 30 tracks/mo
- WAV export
- Yes
RecognisedDocumentedFree planFree trialPlatforms - Web
- Reference track matching
- Yes
- WAV export
- Yes
RecognisedDocumentedFree planFree trialPlatforms - Web
- Free plan
- Yes
RecognisedDocumentedFree planFree trialPlatforms - Web
- Free plan
- Yes
- Monthly masterings
- 5 tracks/mo
- WAV export
- Yes
RecognisedDocumentedFree planFree trialPlatforms - Web
- Free plan
- Yes
- WAV export
- Yes
RecognisedDocumentedFree planFree trialPlatforms - Web
- Free plan
- Yes
- Paid from
- 5 /mo
- WAV export
- Yes
RecognisedDocumentedFree planFree trialPlatforms - Web
- Free plan
- No
- Paid from
- 7.99 /mo
- WAV export
- Yes
RecognisedDocumentedFree planFree trialPlatforms$5.83/mofirst paid tier About MasteringOnlineVisit site - Free plan Web
- Free plan
- Yes
- Reference track matching
- Yes
- WAV export
- Yes
RecognisedDocumentedFree planFree trialPlatforms$22.48/mofirst paid tier About Music Loudness AI MasteringVisit site - Web
- Free plan
- Yes
- Reference track matching
- Yes
- WAV export
- Yes
RecognisedDocumentedFree planFree trialPlatforms - Web
- Free plan
- Yes
- Reference track matching
- Yes
- WAV export
- Yes
RecognisedDocumentedFree planFree trialPlatforms
Is your platform on this list?
Numbered spots on this list can be sponsored. They are labelled, and the editorial order and scores never change for payment.
Questions about this list
Which AI music mastering software is ranked first on The Geeks Club?
AI Mastering is ranked #1 of 50 with a score of 7.4. Matchering is second and SongUp AI third.
How many of these have a free plan?
12 of the 25 on this page publish a free plan on their own pricing pages.
Which is the cheapest paid option?
On this page, SoundBoost.ai has the lowest first paid tier we found: $0.33/mo.
How is this list ranked?
Ranked on how quickly a newcomer can get going: documentation depth, a free tier or trial, and the platforms it runs on. Paid placements never change a rank.