The Best AI for Music Mastering
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The Best AI for Music Mastering

The Best AI for Music Mastering

Updated
Published
October 23, 2025

I recorded and mixed a track to test how LANDR, Waves, eMastered, and BandLab handle real music mastering. Listen to the results and see which tool wins for sound quality, features, and value.

Image:
Dario Chincha
Creative content writer, editor, and full-blown hobbyist.

Ranked: AI tools for music mastering

| Tool | The good & the bad | Best for | Pricing | |-------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------|-----------------------------------------------------------------------| | LANDR | ➕ Pro-level audio quality
➕ Responsive customization features
➕ Professional yet user-friendly workflow
➖ Sometimes too loud or overcompressed | High-quality AI music mastering | Unlimited MP3-only masters per month; paid plans from $9.99/month | | Waves | ➕ Pro-engineered sound quality
➕ Preset-based editing feature
➕ Fast processing times
➖ Results can sometimes sound muddy
➖ Pay per track | Polished sound and quick music mastering | 1 track mastering credit; Starter plans from $5.99/track | | eMastered | ➕ Offers plenty customization features
➕ Clean, minimal interface
➖ Sound quality varies | Independent artists on a budget | Unlimited Hi-Res MP3 and WAV masters per month; Starter plans from $19/month (1-year commitment) | | BandLab | ➕ Awesome for demos
➕ Quick and user-friendly
➕ Completely free
➖ Low customization
➖ Not for pro-level sound quality | Entry-level mastering for demos | Free unlimited music mastering |

Aside from being a writer, I also have a background as a musician and producer. Recently, I got back into music production after a couple of bands I'm part of started playing live shows and writing new music again.

Over the past few months, we've been working together to create new songs. I was tasked with production, so I dove back into re-learning old processes and discovering new techniques to ensure the quality of the songs we're releasing. Now, writing and producing music involves plenty of steps that you have to take. A few of the most notable ones are mixing and mastering. 

One of the things that was a head-scratcher for me was mastering music.I was clueless about how it worked when I started, but after overcoming the learning curve, I'm now confident mastering songs on my own. During my rediscovery process, I was surprised to learn about AI music mastering. I thought, "How have I not heard of this before?" It would've saved me so many headaches. With that, I got curious, and then I started doing research. I became skeptical and came to the question, "Can AI master my songs?"

I've always viewed music mastering as something that requires a lot of time and effort to get it sounding right. I've had this philosophy even since I started mixing and mastering music: you must be hands-on and train your ears to make the right decisions to make the music sound right. This very reason was the one that made me skeptical about how well AI music mastering tools perform.

You may have also been curious about these AI music mastering tools and want to try them. That's why we picked the four best AI music mastering tools and shared what we've discovered about them.

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How we picked these tools

When deciding which tools to include in this article, there are important things we put into consideration, one of which is the user base. We paid close attention to the number of monthly visits that each tool has.

Another important thing we've paid attention to is audio quality. During testing, one tool initially on our list, KITS.ai, did not make the cut. While it performed pretty well during our tests and had a pretty substantial user base, compared to other tools included in the list, the sound quality of its output fell short.

Tools like AI Mastering.com and Masterchannel didn't make the list simply because they have a smaller user base. We focused on tools that are more widely used and recognized by the community.

We then ended up with 4 of the best AI tools for music mastering, which reflected a blend of popularity, audio quality, and value.

How I tested these tools

I recorded and mixed a short song for this article to see how well different AI mastering tools perform. I wanted to find out if these tools could fit into my workflow as a music producer — and if they're a good enough alternative for when I am looking to master my music quickly.

To keep things fair, I only used the desktop versions of the tools. This ensures more consistent results and avoids differences between mobile or web versions.

Key considerations

Audio quality +

The top priority: does the final master actually sound excellent? I listened closely for real improvements, any loss of fidelity, unwanted artifacts, or changes to the track’s tonal balance and dynamics introduced by the tool.

Ease of use +

These tools should be approachable for producers at every level. We evaluated how intuitive each platform is — from onboarding to exporting — with emphasis on workflows that don’t require deep technical knowledge of traditional mastering.

Latency +

Speed matters. We measured how long each tool took to produce a finished master because quick turnaround is a major reason teams choose AI mastering — especially in fast-paced production environments.

Value +

Price is crucial for independent artists and beginners. We judged whether each service offers a fair free tier or trial, and whether paid plans or one-time fees deliver clear value relative to their features and results.

Features +

AI mastering should simplify complex decisions. We inspected available controls — tonal profiles, loudness targets, format options, and other utilities — and assessed how these features improve flexibility and the final mastering outcome.

1. LANDR

Best for high quality AI music mastering

LANDR is one of the first AI mastering platforms, known for making professional-quality mastering fast, accessible, and beginner-friendly.

The Good
LANDR ranked the highest in terms of sound quality and overall performance.
Most responsive customization settings — each preset delivers a distinct, audible sound making selection easy.
Top choice for industry professionals while remaining user-friendly and smooth for all skill levels.
The Bad
Occasionally produces a slightly over-processed or unnatural sound on first render — usually fixed by re-rendering.
Pricing
Free: Unlimited AI mastered preview. No high-resolution downloads.
Essentials: $9.99/month — Unlimited MP3 masters and exports per month.
Standard: $15.99/month — Unlimited MP3 and 3 WAV masters and exports per month. High-resolution downloads included.
Pro: $19.99/month — Unlimited MP3 and HDWAV masters and exports. High-resolution downloads included.

5Ease of Use
+

While LANDR doesn’t offer a ton of adjustable settings, its streamlined approach works surprisingly well. The style presets are solid and in my experience, they consistently delivered high quality results without feeling limited. One of LANDR's best features is the ability to upload a reference track. This saves time by letting the AI match your desired sound directly, eliminating the need to manually test every style and loudness combination.

4Features
+

LANDR offers a range of valuable features like volume matching, reference track matching, style shaping, and loudness control. Each setting is highly responsive—tweak the style presets, and you'll hear an immediate, noticeable difference. One standout is the reference track feature, which works remarkably well. If you aim to match a specific song’s vibe or tonal balance, this tool makes it easy to get your track sounding just the way you want.

4Latency
+

After running 3 test renders, LANDR had an average of around 2 minutes to render a track.

5Audio Quality
+

Out of all the tools I tried, LANDR sounded the best to me. It preserved the clarity and depth I was looking for, and the results felt balanced and warm, exactly what I was hoping to hear.

5Overall Impression
+

LANDR is the best tool on this list for anyone looking to get high-quality results at any skill level, thanks to its balance of high sound quality and user-friendly design.

LANDR is widely considered a pioneer in AI music mastering, so it was no surprise that I got great results with their online tool. Given my experience and excellent results, I've ranked LANDR as the best AI music mastering tool.

Having started in 2012, LANDR has continuously led in shaping the AI music mastering business and is well-regarded for providing professional-sounding results accessible to indie artists without needing expensive gear or hiring a professional mastering engineer.

Initially, I wasn't expecting that much from the tools included in this list to perform exceptionally well and even match the results that I had in mind.

LANDR exceeded my expectations and ticked all the boxes on my list. Here's why it's the best AI music mastering tool:

  • Instruments and vocals are perfectly balanced and glued together pretty well
  • Removed/no harsh frequencies are present, making it very listenable
  • Maintains audio quality consistent with the original track
  • Loudness levels complement the song's needs

LANDR delivers pro-quality masters and makes it easy to batch process tracks so that you can master multiple songs in one go.

While my overall experience with LANDR has been excellent, there are a few aspects worth mentioning that some users might see as drawbacks—particularly the loudness of the final output. Compared to BandLab's masters, LANDR produces quieter results, typically boosting the track by only around +2 to +3 dB. This can vary depending on the song, of course, and while some may prefer BandLab's more aggressive loudness levels, I find LANDR's more restrained approach better suited for my needs.

LANDR offers excellent value with its AI-powered online mastering services. You can generate unlimited mastered previews of your songs for free, making it easy to test and tweak your sound before committing. However, downloading high-resolution mastered files is worth considering a subscription. The most affordable option is the Studio Standard plan, which costs $19.99/month, or just $11.99/month when billed annually — giving you five months free. This plan is ideal if you plan to use LANDR's mastering tools regularly.

Check out LANDR through their website.

2. Waves

Best for polished sound and quick music mastering

Waves Online Mastering offers quick, polished results with easy sound-shaping options.

The Good
Waves provides trusted, professional-grade audio tools and consistently solid AI mastering results with its own flavor.
Preset-based editing yields impressive outcomes with a single click, making shaping easy without deep tweaking.
One of the fastest processing times among the tools tested—often delivering masters in minutes.
The Bad
At times results sounded muddy or overly bass-heavy depending on the mix.
Pay-per-track credit system can become costly if mastering multiple songs.
Pricing
Free: Unlimited AI mastered preview. No high-resolution downloads.
1 Credit: $5.99/track — 1 MP3 and HDWAV master/export. High-resolution downloads.
5 Credits: $24.99 total ($4.99/track) — 5 MP3 and HDWAV masters/exports. High-resolution downloads.
15 Credits: $59.99 total ($3.99/track) — 15 MP3 and HDWAV masters/exports. High-resolution downloads.
60 Credits: $179.99 total ($2.99/track) — 60 MP3 and HDWAV masters/exports. High-resolution downloads.

5Ease of Use
+

Waves offers a similar level of functionality and ease of use as LANDR, with features that are simple to work with. Like LANDR, Waves includes a few settings for sound shaping and lets you upload reference tracks to guide the final output.

4Features
+

Waves offers features that are similar to LANDR. Both are responsive, deliver excellent sound quality, and do a solid job of shaping your mix. Waves also lets you upload a reference track for the AI to match, which is a great bonus. That said, I prefer the overall sound of LANDR.

5Latency
+

After running 3 test renders, Waves had an average of under a minute to render a track.

4Audio Quality
+

Waves delivered excellent results. Although it leaned toward a warmer and punchier sound, I liked how it turned out, especially the clarity and detail in the low end.

4Overall Impression
+

Waves is a great tool that's relatively easy to use. The level of detail it provides goes head-to-head with LANDR’s output, making it a strong alternative.

Claiming second place on our list is Waves with its Online AI Mastering service. Waves is a well-regarded company among producers and musicians like me for their plugins and tools. I've had extensive experience with Waves, using their products in every music production project for the past few years.

Having learned that they also have online AI mastering services, I decided to test how well it performed since Waves has a long-standing history with audio production tools to back them up. Waves' AI mastering performed better than I expected, like the other tools on this list. However, its output has a different flavor. Compared to LANDR, the sound was slightly altered as Waves' mastering boosted some low-end frequencies a little on my mix, making it sound warmer.

Waves provides easy-to-use settings that help create a warm and distinct sound for your music.

If you've tried LANDR to master your songs but are still looking for something different, Waves is a great alternative, and maybe the unique flavor they add to the mixes may be what you are looking for in your projects.

Check out Waves' online AI mastering service through their website.

3. eMastered

Best for independent artists on a budget

eMastered produces quality masters and lets you upload reference tracks to help you reach your ideal sound faster.

The Good
eMastered’s customization features are intuitive and familiar to music producers, offering deep control.
Balances depth and simplicity well — plenty of customization without a cluttered workflow.
The Bad
Sound quality can be inconsistent and may require more tweaking than other tools to reach the desired result.
Pricing
Free: Unlimited AI mastered preview. No high-resolution downloads.
Yearly (Billed Monthly): $19.00/month — Unlimited MP3 and WAV masters and exports per month. High-resolution downloads.
Yearly: $13.00/month — Unlimited MP3 and WAV masters and exports per month. High-resolution downloads.
Monthly (Billed Monthly): $39.00/month — Unlimited MP3 and HDWAV masters and exports. High-resolution downloads.

4Ease of Use
+

With eMastered, you can get great-sounding results with ease. However, its sound customization options can be confusing, especially for those with limited experience, as they require some technical knowledge to use effectively.

5Features
+

eMastered had the best set of features out of all the tools on this list, especially if you're trying to capture a specific sound that requires fine tuning. Features like compression and EQ customization really make a difference in shaping the overall sound of a track.

3Latency
+

After running 3 test renders, eMastered had an average of over a minute or more to render a track.

4Audio Quality
+

eMastered sounded good and held its own against LANDR and Waves, but it takes more fine-tuning to achieve that same polished feel. With LANDR, you can get great results in just a few clicks, while eMastered needs more hands-on work to dial things in just right.

4Overall Impression
+

eMastered is an excellent option for those with some mastering knowledge, as its customization features let you shape the sound to match your goals for the final output better.

eMastered has been offering its online AI mastering service since 2016. Since then, they've amassed a considerable user base, with nearly a million monthly visits to their website.

I first learned about eMastered through a producer friend who swore by it, so I decided to give it a shot, and it was well worth it. Using eMastered was a breeze thanks to its straightforward interface, similar to the other tools on this list.

What stood out to me was its customization features. While other tools included on this list add their twist when shaping your sound with their customization features, eMastered features a pretty familiar layout. You can adjust compression levels, EQ intensity, and stereo spread—the typical controls used when mastering a song.

eMastered makes it easy to fine-tune your sound with quick adjustments that deliver significant results.

However, these features have a potential drawback—those who don't know how these settings work may get confused.If you're new to music mastering, I suggest familiarizing yourself with how these settings work and, most importantly, using your ears to find what works best for your song. If you're looking for something more straightforward, I suggest using Bandlab over eMastered if you favor a more streamlined process.

You can check out eMastered's AI mastering service through their website.

4. BandLab

Best for entry-level mastering for demos

BandLab’s user-friendly AI mastering tool is great for beginners to hear how their mix could sound mastered.

The Good
BandLab delivers quick, decent-sounding results with minimal effort — ideal for beginners and demos.
Extremely simple workflow with a limited but effective set of presets that still sound great.
Provides free WAV downloads of masters, making it a solid choice for budget-conscious creators.
The Bad
Very limited control — even paid tiers only unlock more presets rather than deeper customization.
While good for quick results, it lacks the consistency and polish required for pro-level masters.
Pricing
Free: Unlimited AI mastered preview. WAV file downloads.
BandLab Membership (Monthly): $14.95/month — Unlimited MP3 and WAV masters and exports per month. High-resolution downloads. Access to more presets.
BandLab Membership (Annual): $79.00/year — Unlimited MP3 and WAV masters and exports per month. High-resolution downloads. Access to more presets.

5Ease of Use
+

BandLab is quick and easy to use, requiring just a few steps to get decent-sounding results. Its preset-based sound style options are straightforward—you click on the style you want and choose the one that sounds best.

3Features
+

BandLab lacks features for sound shaping and fine-tuning. It uses a preset-based system similar to other tools on this list, but most sound style presets weren't very effective and only made slight changes to the overall sound.

4Latency
+

After running 3 test renders, BandLab had an average of under 30 seconds to render a track.

3Audio Quality
+

While the results that BandLab could put out in just a matter of seconds were decent, compared to other tools, it sounds a lot less balanced and polished.

3Overall Impression
+

BandLab is quick and easy to work with, and its no-fuss process makes it ideal for beginners, budget-conscious users, or anyone looking for a fast and reliable option.

Many musicians and producers have experience with BandLab, as it's very welcoming to users of any skill level. At one point, BandLab was my go-to tool when I started my music production journey. Many likely share this sentiment, as BandLab receives around 14 million monthly visitors.

BandLab performed better than I expected, and I had difficulty choosing between BandLab and eMastered for third place, as their audio quality and performance were very close.From what I observed, BandLab's track had the highest volume compared to other tools on this list, so I didn't need to adjust the volume further. The instruments are appropriately leveled, and the vocals are much more forward in the mix than in the unmastered track.

BandLab offers four mastering presets to quickly shape and enhance your mix.

While BandLab has a lot going for it, I still prefer eMastered's output because it sounds more polished and controlled. However, I can see how others might prefer BandLab over eMastered—at the end of the day it comes down to personal preference.

Still, you can't go wrong with BandLab's AI Mastering, as it offers unlimited free use without sacrificing audio quality. While BandLab offers affordable subscription plans with excellent extra features, if you're only interested in its AI Mastering tool, you don't need a subscription. However, I still recommend checking out those added features, as you might find a tool that interests you.

Check out Bandlab through their website.

Challenge your ears

We've created a short blind test for you. It includes several versions of the same song—some mastered by AI tools and one I mixed and mastered myself.

Try to guess which ones were mastered by AI and which one I’ve worked on. Watch until the end of the video to see the answers!

What's inside

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Updated
October 23, 2025
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