Best AI Mastering Tools in 2026
Updated
In short: AI Mastering is ranked #1 of 50 as of 4 October 2026, ahead of Matchering and TrackGleam. 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 mastering tools are intended to help prepare audio for release, and the listed features offer ways to compare their scope. Consider input formats and WAV export alongside loudness targets, monthly mastering limits, and whether stem mastering or reference track matching is available. Supported platforms, free-plan availability, and paid-from pricing add further comparison points. The ranking opens with MasterForge, SoundBoost.ai, and Matchering, followed by AI Mastering and Tunr. As you compare the entries, focus on the formats and mastering controls you need, and whether the listed plan options and platform support work for your setup.
50 AI mastering tools ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
#1 AI Mastering Top pick · 7.7 Free plan · Free
#2 Matchering Runner-up · 7.3 Free plan · Free
#3 TrackGleam Also great · 7.3 Free plan · $7.50/mo- Free plan AndroidapiextensioniOSLinuxmacOSself-hostedWebWindows
- Free plan
- Yes
- Reference track matching
- Yes
- WAV export
- Yes
RecognisedDocumentedPlatformsFree planFree trial - Free plan LinuxmacOSself-hostedWebWindows
- Free plan
- Yes
- Reference track matching
- Yes
- WAV export
- Yes
RecognisedDocumentedPlatformsFree planFree trial - Free plan AndroidiOSWeb
- Free plan
- Yes
- Monthly masterings
- 1 tracks/mo
- Reference track matching
- Yes
- WAV export
- Yes
RecognisedDocumentedPlatformsFree planFree trial$7.50/mofirst paid tier About TrackGleamVisit site - Free plan AndroidiOSWeb
- Free plan
- Yes
- Paid from
- 4 /mo
- Reference track matching
- Yes
- WAV export
- Yes
RecognisedDocumentedPlatformsFree planFree trial$0.33/mofirst paid tier About SoundBoost.aiVisit site - Free plan Web
- Free plan
- Yes
- Paid from
- 7.99 /mo
RecognisedDocumentedPlatformsFree planFree trial$9.99/mofirst paid tier About SongUp AIVisit site - Free plan macOSWindows
- Free plan
- Yes
- Reference track matching
- Yes
- WAV export
- Yes
RecognisedDocumentedPlatformsFree planFree trialFree About TunrVisit site - 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
RecognisedDocumentedPlatformsFree planFree trial$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
RecognisedDocumentedPlatformsFree planFree trial€4.99/mofirst paid tier About MasterForgeVisit site - Free plan Web
- Free plan
- Yes
- Reference track matching
- Yes
- WAV export
- Yes
RecognisedDocumentedPlatformsFree planFree trial - Free plan Web
- Free plan
- Yes
RecognisedDocumentedPlatformsFree planFree trial - Free plan Web
- Free plan
- Yes
- Reference track matching
- Yes
- WAV export
- Yes
RecognisedDocumentedPlatformsFree planFree trial$9/mofirst paid tier About RemasterifyVisit site - macOSWindows
- Free plan
- No
RecognisedDocumentedPlatformsFree planFree trial$99/mofirst paid tier About iZotope RXVisit site - Web
- Free plan
- No
- Paid from
- 7.99 /mo
- WAV export
- Yes
RecognisedDocumentedPlatformsFree planFree trial$5.83/mofirst paid tier About MasteringOnlineVisit site - Web
- Paid from
- 19 /mo
- Monthly masterings
- 5 tracks/mo
- Reference track matching
- Yes
- Stem mastering
- Yes
- WAV export
- Yes
RecognisedDocumentedPlatformsFree planFree trial - Web
- Free plan
- Yes
- Paid from
- 10.49 /mo
- Reference track matching
- Yes
- Stem mastering
- No
- WAV export
- Yes
RecognisedDocumentedPlatformsFree planFree trial - Web
- Free plan
- Yes
- Reference track matching
- Yes
- Stem mastering
- No
- WAV export
- Yes
RecognisedDocumentedPlatformsFree planFree trial - Web
- Free plan
- No
- Monthly masterings
- 1 tracks/mo
- Reference track matching
- Yes
- Stem mastering
- No
- WAV export
- Yes
RecognisedDocumentedPlatformsFree planFree trial - Web
- Free plan
- Yes
- Paid from
- 67 /mo
- Monthly masterings
- 30 tracks/mo
- WAV export
- Yes
RecognisedDocumentedPlatformsFree planFree trial - Web
- Free plan
- No
- Monthly masterings
- 50 tracks/mo
- Reference track matching
- Yes
- Stem mastering
- Yes
- WAV export
- Yes
RecognisedDocumentedPlatformsFree planFree trial - Web
- Reference track matching
- Yes
- WAV export
- Yes
RecognisedDocumentedPlatformsFree planFree trial - Web
- Free plan
- Yes
RecognisedDocumentedPlatformsFree planFree trial - Web
- Free plan
- Yes
- Monthly masterings
- 5 tracks/mo
- WAV export
- Yes
RecognisedDocumentedPlatformsFree planFree trial - Web
- Free plan
- Yes
- WAV export
- Yes
RecognisedDocumentedPlatformsFree planFree trial - Web
- Free plan
- Yes
- Paid from
- 5 /mo
- WAV export
- Yes
RecognisedDocumentedPlatformsFree planFree trial - Web
- Free plan
- No
- Paid from
- 15 /mo
- Reference track matching
- Yes
RecognisedDocumentedPlatformsFree planFree trial
Is your tool 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 mastering tool is ranked first on Specifiction?
AI Mastering is ranked #1 of 50 with a score of 7.7. Matchering is second and TrackGleam third.
How many of these have a free plan?
11 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 what each maker publishes, the fullest spec sheet first: how deeply the product is documented, the platforms it runs on, a free tier or trial to test it, and its standing. Paid placements never change a rank.