The Best AI Music Mastering Software in 2026
We researched AI music mastering software from official websites, including pricing pages, plan tables, and product documentation. Products are ranked on their core mastering job, value for money, and verified features, so you can compare tools for release-ready music output.
Our top picks
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Top ranked
iZotope Ozone#1 of 509.4/10A mature DAW mastering suite with broad control, references, and stem workflows.
10-day trial
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Runner-up
Waves Online Mastering#2 of 509.1/10A focused web mastering service with reference matching, previews, and flexible credit plans.
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Top-ranked free plan
MasterForge#9 of 507.5/10Affordable web mastering with artifact suppression, stem mixing, and reference matching.
Free plan
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
The full ranking 50 tools, best first
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Best forProfessional DAW-based mastering
A mature DAW mastering suite with broad control, references, and stem workflows.
9.4/10★★★★★Visit iZotope Ozone -
Best forWaves users wanting online mastering
A focused web mastering service with reference matching, previews, and flexible credit plans.
- Reference track matching
- WAV export
9.1/10★★★★★Visit site -
Best forUsers wanting many mastering variants
A web mastering service for comparing many AI-generated master variations.
- WAV export
9.0/10★★★★☆Visit Mixea -
Best forDAW users wanting real-time mastering
A focused DAW plugin for real-time AI mastering, metering, and stereo control.
8.7/10★★★★☆Visit LANDR -
Best forBudget stem-aware mastering
A budget-friendly web mastering tool with reference matching and stem-aware processing.
- Stem mastering
- Reference track matching
- Loudness targets
7.9/10★★★★☆Visit Auralith Forge -
Best forCreators wanting broad AI mix improvement tools
A broad web toolkit for improving, matching, mastering, and exporting music mixes.
- Stem mastering
- Reference track matching
- Loudness targets
7.8/10★★★★☆Visit site -
Best forGenre-profile and offline mastering users
A focused AI mastering workflow with useful genre, loudness, and reference controls.
- Reference track matching
- Loudness targets
- WAV export
7.7/10★★★★☆Visit RoEx Mastering -
Best forArtists and labels needing batch delivery
A flexible mastering workspace for artists, producers, labels, and studios.
- Reference track matching
- Loudness targets
7.6/10★★★★☆Visit Masterchannel -
Best forIndependent artists wanting affordable stem mastering
Affordable web mastering with artifact suppression, stem mixing, and reference matching.
- Stem mastering
- Reference track matching
- Loudness targets
7.5/10★★★★☆Visit MasterForge -
Best forStem-based mixing and mastering
A web-based AI studio for stereo mastering, stem workflows, and reference matching.
- Stem mastering
- Reference track matching
- Loudness targets
7.4/10★★★★☆Visit Cryo Mix -
Best forAPI-driven mastering businesses
A broad AI mastering toolkit with a free plan and costly API-focused tiers.
- Loudness targets
- WAV export
7.3/10★★★★☆Visit WhitePrint -
Best forPay-per-track detailed mastering
A pay-per-track mastering tool with detailed controls and reference matching.
- Reference track matching
- Loudness targets
- WAV export
7.2/10★★★★☆Visit AI Mastering -
Best forLow-cost streaming-ready mastering
A low-cost web mastering service with useful streaming and quality-control tools.
- Loudness targets
- WAV export
7.1/10★★★★☆Visit LOUDCRAFT -
Best forLoudness-focused mastering control
A transparent DSP mastering tool for creators who want detailed loudness control.
- Reference track matching
- Loudness targets
- WAV export
7.0/10★★★★☆Visit Quantara Music -
Best forUsers wanting free offline batch mastering
A free desktop mastering tool with reference matching and batch processing.
- Reference track matching
- Loudness targets
- WAV export
6.9/10★★★☆☆Visit Tunr -
Best forOpen-source and self-hosted workflows
A flexible mastering tool for reference matching, automation, and self-hosted audio workflows.
- Reference track matching
- WAV export
6.8/10★★★☆☆Visit Matchering -
Best forMobile mastering with guided revisions
A flexible mobile mastering service with guided revisions and a useful free tier.
- Reference track matching
- WAV export
6.7/10★★★☆☆Visit SoundBoost.ai -
Best forArtists wanting pay-per-song mastering
Pay per song for AI mastering with reference matching, stem processing, and WAV export.
- Stem mastering
- Reference track matching
- Loudness targets
6.6/10★★★☆☆Visit One Master -
Best forSolo creators wanting cheap credits and reports
A credit-based web mastering tool for solo creators who want diagnosis, reports, and flexible controls.
- Reference track matching
- Loudness targets
- WAV export
6.5/10★★★☆☆Visit Barichord -
Best forUsers wanting reference matching with desktop access
A focused stereo mastering tool with reference matching and desktop preview.
- Reference track matching
- Loudness targets
- WAV export
6.4/10★★★☆☆Visit Slate Digital -
Best forMobile album and project mastering
A practical AI mastering service with album tools, loudness control, and flexible output tiers.
- Loudness targets
- WAV export
6.3/10★★★☆☆Visit MasteringBOX -
Best forArtists wanting free reference-based mastering
A low-cost web mastering tool for reference-based results and free weekly credits.
- Reference track matching
- WAV export
6.2/10★★★☆☆Visit Songmastr -
Best forPrivacy-conscious users wanting free local mastering
A capable free mastering workflow with local processing and reference-based listening tools.
- Reference track matching
- Loudness targets
- WAV export
6.1/10★★★☆☆Visit SPIRAL -
Best forFree, flexible online mastering
A free mastering service with useful controls, analysis, references, and API access.
- Reference track matching
- Loudness targets
- WAV export
6.0/10★★★☆☆Visit AI Mastering -
Best forFree users needing basic stem-capable mastering
A free web mastering tool with stem controls and broad audio format support.
- Stem mastering
- WAV export
5.9/10★★★☆☆Visit AudioMaster.ai -
Best forUsers wanting free album-oriented mastering
A free, album-focused web mastering tool with useful control over sound and exports.
- Reference track matching
- Loudness targets
- WAV export
5.8/10★★★☆☆Visit Remasterify -
Best forBatch and album mastering on a budget
A budget-friendly browser mastering tool for batches, albums, and independent releases.
- Loudness targets
- WAV export
5.7/10★★★☆☆Visit GLOW Mastering -
Best forSolo producers wanting credit-based AI mastering
A credit-based web mastering service with reference matching and streaming-focused WAV output.
- Reference track matching
- Loudness targets
- WAV export
5.6/10★★★☆☆Visit Music Loudness -
Best forFree local mastering with many formats
A free local browser master with flexible controls and wide format support.
- Loudness targets
- WAV export
5.5/10★★★☆☆Visit KAGE Mastering -
Best forOccasional users wanting inexpensive previews
A flexible web mastering service for occasional users who want previews before paying.
- Reference track matching
- Loudness targets
- WAV export
5.4/10★★★☆☆Visit SONDIQ -
Best forHigh-volume web mastering users
A web-based AI mastering option for high-volume creators who need reference-led results.
- Reference track matching
- Loudness targets
- WAV export
5.3/10★★★☆☆Visit HanoLab -
Best forOnline mastering plus distribution
Online AI mastering with distribution, stem separation, and creator-focused production tools.
- Reference track matching
- WAV export
5.2/10★★★☆☆Visit eMastered -
Best forBudget users wanting reference matching and task history
A budget-friendly web masterer with reference matching, history, and format flexibility.
- Reference track matching
- WAV export
5.1/10★★★☆☆Visit Free Music -
Best forDAW users wanting conversational mastering controls
A focused mastering plugin with natural-language control and a €79 one-time licence.
- Loudness targets
5.0/10★★☆☆☆Visit BABA MASTER -
Best forArtists wanting platform-specific loudness mastering
A focused web mastering service with reference matching and platform-specific loudness targets.
- Reference track matching
- Loudness targets
- WAV export
4.9/10★★☆☆☆Visit Engineer Guy -
Best forBudget-conscious artists needing unlimited web mastering
Unlimited web mastering with practical controls at a low monthly price.
- Loudness targets
- WAV export
4.8/10★★☆☆☆Try MasteringOnline -
Best forSimple local WAV/AIFF mastering
A simple local mastering tool with useful stages but a fixed -9 LUFS target.
- Loudness targets
4.7/10★★☆☆☆Visit Fire Lit -
Best forUsers needing automatic seven-stem processing
A web-based mastering service for automatic seven-stem processing and reference matching.
- Stem mastering
- Reference track matching
4.6/10★★☆☆☆Visit Aurora -
Best forOccasional mastering at low per-track cost
A low-cost mastering option for occasional releases, with unlimited free local processing.
- Reference track matching
- Loudness targets
- WAV export
4.5/10★★☆☆☆Visit TrackGleam -
Best forDAW producers wanting one-time plugin pricing
A focused desktop mastering plugin with broad DAW support and a $199 lifetime license.
4.4/10★★☆☆☆Visit SSG Audio -
Best forUsers wanting preview-based credit mastering
A focused web mastering service with previews, genre presets, and credit-based WAV exports.
- Loudness targets
- WAV export
4.3/10★★☆☆☆Neural Mastering -
Best forMac users wanting a one-time mastering tool
A focused, one-time AI mastering tool for Mac-based music creators.
4.2/10★★☆☆☆Visit ShevtoneAudio -
Best forPreview-first paid mastering
A preview-first web mastering tool for producers, engineers, and musicians.
- Loudness targets
4.1/10★★☆☆☆Visit T&R Mastering -
Best forStreaming-targeted individual masters
A focused web mastering service with streaming targets and a free 30-second preview.
- Loudness targets
3.9/10★★☆☆☆Visit AudioMuse -
Best forArtists wanting a report with premium mastering
A premium per-song mastering service for artists who want analysis alongside WAV delivery.
- WAV export
3.8/10★★☆☆☆Try Luna Pro Studio -
Best forNo-account free masters
A focused, no-account browser tool for quick AI-assisted music masters.
3.7/10★★☆☆☆Try AI Master -
Best forSimple free enhancement and FLAC export
A simple browser mastering option for free AI enhancement and FLAC export.
3.6/10★★☆☆☆Visit Vesta Music -
Best forCollaborative mastering projects
A collaborative web mastering workspace with AI processing and paid WAV downloads.
- WAV export
3.5/10★★☆☆☆Visit Maastr -
Best forCreators wanting mastering alongside music generation
A broad creative suite for generating, remixing and mastering music online.
3.4/10★★☆☆☆Visit Loudly -
Best forCreators needing mastering within a song-generation suite
A broad AI music suite whose mastering features arrive on the Elite plan.
3.3/10★★☆☆☆Visit SongUp AI
No tools match those filters.
Compare at a glance
| # | Tool | Free plan | Paid from | Reference track matching | WAV export | Score |
|---|---|---|---|---|---|---|
| 1 | iZotope Ozone | No | $55 one-time | 9.4 | ||
| 2 | Waves Online Mastering | No | Yes | Yes | 9.1 | |
| 3 | Mixea | No | Yes | 9.0 | ||
| 4 | LANDR Mastering Plugin | No | 8.7 | |||
| 5 | Auralith Forge | No | €9.99/mo | Yes | Yes | 7.9 |
| 6 | Sauce Mastering AI | No | Yes | Yes | 7.8 | |
| 7 | RoEx Mastering | No | Yes | Yes | 7.7 | |
| 8 | Masterchannel | No | $15/mo | Yes | 7.6 | |
| 9 | MasterForge | Yes | €4.99/mo | Yes | Yes | 7.5 |
| 10 | Cryo Mix | Yes | Yes | 7.4 | ||
| 11 | WhitePrint AudioEngine | Yes | $648/yr | Yes | 7.3 | |
| 12 | AI Mastering Pro | No | Yes | Yes | 7.2 | |
| 13 | LOUDCRAFT | Yes | $5/mo | Yes | 7.1 | |
| 14 | Quantara Music | Yes | €9/mo | Yes | Yes | 7.0 |
| 15 | Tunr | Yes | Free | Yes | Yes | 6.9 |
| 16 | Matchering | Yes | Free | Yes | Yes | 6.8 |
| 17 | SoundBoost.ai | Yes | $4/mo | Yes | Yes | 6.7 |
| 18 | One Master | No | $10/mo | Yes | Yes | 6.6 |
| 19 | Barichord Audio Lab | Yes | $2/unit usage-based | Yes | Yes | 6.5 |
| 20 | Virtu | No | Yes | Yes | 6.4 | |
| 21 | MasteringBOX | Yes | €6/mo | Yes | 6.3 | |
| 22 | Songmastr | Yes | $4 one-time | Yes | Yes | 6.2 |
| 23 | SPIRAL by GLENDER | Yes | Free | Yes | Yes | 6.1 |
| 24 | AI Mastering | Yes | Free | Yes | Yes | 6.0 |
| 25 | AudioMaster.ai | Yes | Free | Yes | 5.9 | |
| 26 | Remasterify | Yes | $108/yr | Yes | Yes | 5.8 |
| 27 | GLOW Mastering | Yes | Yes | 5.7 | ||
| 28 | Music Loudness AI Mastering | Yes | $269.81/yr | Yes | Yes | 5.6 |
| 29 | KAGE Mastering | Yes | Free | Yes | 5.5 | |
| 30 | SONDIQ | No | Yes | Yes | 5.4 | |
| 31 | HanoLab Mastering | Yes | $19.90/mo | Yes | Yes | 5.3 |
| 32 | eMastered | Yes | Yes | 5.2 | ||
| 33 | Free Music Creator AI Mastering | Yes | $10.49/mo | Yes | Yes | 5.1 |
| 34 | BABA MASTER | No | €79 one-time | 5.0 | ||
| 35 | Engineer Guy AI Master Track | Yes | Yes | 4.9 | ||
| 36 | MasteringOnline | No | $69.99/yr | Yes | 4.8 | |
| 37 | Fire Lit AI Mastering | Yes | Free | 4.7 | ||
| 38 | Aurora | No | $16/mo | Yes | 4.6 | |
| 39 | TrackGleam | Yes | $89.99/yr | Yes | Yes | 4.5 |
| 40 | Optimus | No | $199 one-time | 4.4 | ||
| 41 | Neural Mastering | No | Yes | 4.3 | ||
| 42 | ShevtoneAudio Mastering | No | $99.99 one-time | 4.2 | ||
| 43 | T&R AI Mastering Tool | No | 4.1 | |||
| 44 | AudioMuse AI Music Mastering | No | $48/yr | 3.9 | ||
| 45 | Luna Pro Studio | No | $49/unit one-time | Yes | 3.8 | |
| 46 | AI Master My Song | Yes | Free | 3.7 | ||
| 47 | Vesta Music Mastering | Yes | 3.6 | |||
| 48 | Maastr | Yes | 3.5 | |||
| 49 | Loudly | Yes | 3.4 | |||
| 50 | SongUp AI | Yes | $95.88/yr | 3.3 |
Head-to-head All 28 comparisons →
- iZotope Ozone vs Waves Online Mastering
- iZotope Ozone vs Mixea
- iZotope Ozone vs LANDR Mastering Plugin
- iZotope Ozone vs Auralith Forge
- iZotope Ozone vs Sauce Mastering AI
- iZotope Ozone vs RoEx Mastering
- iZotope Ozone vs Masterchannel
- Waves Online Mastering vs Mixea
- Waves Online Mastering vs LANDR Mastering Plugin
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How we rank AI music mastering software
Every tool on this page was researched by iTechGuides Editors from its official website — pricing pages, plan tables and product documentation. We rank on how well each one does this category's core job, what the free or entry plan includes, and where it falls short. Where we have enough verified facts, the score out of 10 is a rubric — job fit, value and how much we could verify — shown with its breakdown on every tool's page; a tool we have not verified enough to score yet shows its rank without a number. Scores are re-checked when a product changes its plans. Read the full editorial policy, or submit a tool we missed.
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update