The Best Audio to MIDI Converters in 2026, Ranked

Last updated August 2026. Next review: September 2026.

The short answer: check what your DAW already has, then try NeuralNote, which is free. If neither works on your material, no paid tool is likely to rescue you. What decides success is what you feed the converter, not which one you buy. Clean single-note lines convert well in almost anything, including the free options. Chords, strummed guitar, and full mixes degrade in everything, including the $399 one, and that finding repeated everywhere we looked.

The rankings

Start here, free: NeuralNote

The default free answer in nearly every 2026 thread on this topic, and it handles polyphonic material.

Best monophonic accuracy: Melodyne

Still the most reliable choice when a single line has to come out right, with a pricing trap covered below.

Best polyphonic value: AnthemScore Professional

At $44 it beat better-marketed rivals on polyphonic guitar in the one independent shootout.

Full mixes to MIDI: Mirelo (new and unproven)

The first tool that takes a finished stereo mix and returns labelled per-instrument MIDI in one step.

Solo piano: a piano-specific model

Eldoraudio and Songscription capture what general converters miss, including the sustain pedal.

Drums: a drum replacement tool, not a converter

Transient detection works far better on drums than pitch tracking ever will.

Already in your DAW: check before buying anything

Logic, Cubase, and Reaper all include something usable, and one Logic feature most users have never found.

Full analysis, the pricing traps, and a comparison below.

How we researched this

We read everything we could find on the internet about these tools (community threads, comparison videos, and the comment sections under them) and aggregated it, weighted toward the last twelve months. Every price and feature gate was checked on the vendor’s own page on 4 August 2026, in US dollars except one tool that prices in euros. We also check who sponsors each comparison, because in this category sponsorship predicts the winner almost perfectly.

The thing that decides everything

Audio to MIDI is three problems, not one. Monophonic material is solved, and the free tools are competitive. Polyphonic material is not solved: every tool degrades to a starting point you correct by hand. Full mixes were hopeless until July 2026, when the first tool built for them appeared.

The reason is physics, not lazy developers. Play A3 on a real instrument and you also produce energy at A4 and E5. No algorithm can tell one note with harmonics from three separate notes, because the two are the same signal.

One practical consequence: pitch is rarely what fails. Timing and velocity are. Converted MIDI tends to arrive with roughly the right notes, wrong start and end points, and flat robotic velocities. Budget your cleanup time there.

The tools, one by one

NeuralNote and Spotify Basic Pitch

These are the same thing in two wrappers. Spotify open-sourced its Basic Pitch transcription model, and NeuralNote wraps it in a free plugin that runs inside your DAW. Across Logic, Cubase, Ableton, Reaper, and Bitwig threads alike, it is the first or second answer whenever someone asks for free audio to MIDI. Basic Pitch also runs as a browser demo that processes audio locally, nothing uploaded.

Two gotchas cost people time: exports arrive at a default 120 BPM, so fix the tempo after import, and it applies pitch bends that can sound out of tune until you strip them. There is no real-time mode, whatever some tutorials imply.

Best for: the first thing to try, on any material. Price: free, both of them.

Melodyne

For single-note lines, Melodyne is still the most reliable converter you can buy. On polyphonic material the community has turned on it: one VI-Control user re-scoring the same piano piece rated its output 5 to 10 percent usable against 85 to 95 percent for two newer tools, and complaints about ghost notes and overtone pickup recur. It also has no ARA support in Ableton or Logic, the technology that lets a pitch editor live inside the DAW instead of round-tripping files.

Now the pricing trap, the single most useful fact in this article. Melodyne essential at $99 cannot export MIDI at all. The cheapest edition that converts audio to MIDI is assistant at $249, and it is monophonic only. Polyphonic conversion needs editor at $399. The 30-day trial is the full studio edition, so you can find out what you actually need before paying.

Best for: monophonic accuracy with budget. Price: assistant $249, editor $399. The $99 edition does not do this job.

AnthemScore

AnthemScore placed second in the only independent shootout in the category, which ran eleven tools on the same polyphonic guitar recording, and it gets singled out repeatedly for tracking bass cleanly. It is a desktop app aimed at sheet music as much as MIDI, and it is a one-time purchase, which matters if monthly USD subscriptions are a problem where you live.

Same trap as Melodyne, smaller numbers: Lite at $29 cannot export MIDI. Professional at $44 adds MIDI, MusicXML, and note editing. Studio at $110 adds batch processing. There is also a newer web version at $9.99 or $29.99 a month.

Best for: polyphonic material on a budget, sheet music, bass. Price: Professional $44, Studio $110.

Mirelo and MuScriptor

Everything else here converts one part at a time. Mirelo, working with the research lab Kyutai, released a model in July 2026 that takes a finished stereo mix and returns a separate labelled MIDI track per instrument, plus chords, key, and tempo, with no stem separation step. That is a new capability, not an accuracy bump.

Read it honestly, though. The open research model, MuScriptor, publishes its numbers: an onset F1 of 60.4, a 0-to-100 score for getting note starts right, which is meaningful for a task nothing else attempts and nowhere near a clean transcription. It cannot represent velocity at all, and its open weights are licensed non-commercial, so it is not the route for a track you intend to sell. The hosted product is the commercial path and prices in euros: a free tier worth about 33 minutes a month with watermarked exports, Creator at 20 euros a month, Studio at 99. Community evidence barely exists yet. Treat the capability as real and the accuracy as unproven until more producers run it on their own material.

Best for: full mixes, as a free-tier experiment. Price: free tier, then 20 or 99 euros a month.

Your DAW’s built-in tools

Ableton’s Convert to MIDI is the most complained-about tool in the category, and its Convert Drums maps every hit to just kick, snare, or hi-hat, so cymbals become hi-hats and toms become kicks. Also a gate other guides keep getting wrong: Ableton Intro at $99 has no audio to MIDI at all. The cheapest Ableton that does it is Standard at $349. FL Studio has Newtone and Edison for pitch work, but neither is really a transcription tool, and the standing community answer for FL conversion jobs is NeuralNote.

Logic converts monophonic lines well through Flex Pitch, and Logic users are sitting on a better trick most of them have never found: drag an audio region up to the Chord Track, let Chord ID analyse it, then drag the chord region back down and you have the harmony as MIDI. Cubase Pro’s VariAudio is quietly the best built-in, monophonic and buried three menus deep. Reaper’s ReaTune is the sleeper: free, built in, and repeatedly recommended for guitar and voice. Bitwig has none; Bitwig users use NeuralNote.

Best for: finding out what you already own before spending. Price: included, where it exists.

Piano-specific tools

Solo piano defeats general converters, so a separate set of tools leads here. Eldoraudio comes up all through 2026 on composer forums as the strongest piano option, including capturing the sustain pedal, which nothing else on this page attempts. Songscription earns real praise for piano-to-notation, with one user reporting a Beethoven piece coming back note-perfect, though professional transcribers in the same threads are less impressed.

The benchmark everyone cites is not a product: ByteDance’s open piano model is repeatedly described as near-perfect, but it is a Python install from GitHub and its training-data licence reportedly blocks commercial redistribution.

Best for: solo piano. Price: Songscription $9.99 a month; Eldoraudio priced on its site.

RipX

RipX shows you a beautiful visualisation of every note in a track, and learners genuinely love it for studying parts on screen. Its MIDI export is another story: the independent shootout ranked it last for MIDI specifically, citing excessive pitch bends, and long-time users describe exported notes as unusable on an instrument.

Buy it for seeing and studying, not for exporting.

Best for: learning parts visually. Price: $99, PRO $198.

The pricing trap in this category

The pattern nobody states out loud: free tiers give you sheet music and charge you for MIDI. Klangio’s free tier is PDF only. AnthemScore’s free web tier is PDF only, and its cheapest desktop edition has no MIDI export. Songscription’s free tier has no downloads at all. Melodyne essential has no MIDI export. Before you judge any tool on a trial, confirm MIDI export is actually included, because it usually is not.

The genuinely free MIDI paths: NeuralNote, Basic Pitch, Reaper’s ReaTune, and whatever your DAW already includes. One more warning: Samplab is shutting down on 17 September 2026, so if a tutorial recommends it, the tutorial is out of date.

Two workflow notes

Separating stems first helps less than people expect. The separation step works; the MIDI conversion stays the bottleneck. Two refinements that measurably help: EQ-notch the separated stem down to the frequency range of the part you want, and convert short sections rather than whole songs so timing does not drift. Our stem separation guide covers the splitting half.

And check who paid for any comparison you watch. Aurally Sound Prism is the heavily promoted tool of the moment (we found six promotional videos, the biggest one sponsored by the vendor), while the one independent shootout placed it third behind Melodyne and AnthemScore, and forum reports keep mentioning timing drift. The tool is legitimate. The coverage is not a ranking.

Which tool should you pick?

• Not tried anything yet: NeuralNote. Free, five minutes, and it tells you whether your material converts at all.
• Sung melodies and voice memos: NeuralNote first, Melodyne assistant ($249) when accuracy matters.
• Polyphonic material, best value: AnthemScore Professional at $44.
• Full mixes: Mirelo’s free tier, then fall back to stem-separate, EQ-notch, and convert short sections.
• Solo piano: Eldoraudio or Songscription, not a general converter.
• Drums: a drum replacement tool (Superior Drummer’s Tracker, Slate Trigger 2), never a pitch converter.
• Already in your DAW: Logic’s Chord Track for harmony, Cubase Pro VariAudio, Reaper’s ReaTune.
• Anything you plan to sell: check the licence, not just the price. MuScriptor’s open weights are non-commercial.

Whatever you pick, treat the output as a first draft. The most common description of a good result, across a decade of forum posts, is that it gets you in the ballpark. The most common real use is not transcription at all but the wrong-instrument problem: play your solo on the instrument you know, convert it, and hand it to the one you cannot play. That bridge is the honest promise here. If you like tools that do one job well, our free apps are built in the same spirit, and the free trial adds the courses and feedback around them.

Frequently Asked Questions

What is the best free audio to MIDI converter?

NeuralNote, a free open-source plugin built on Spotify’s Basic Pitch model. It runs inside your DAW, handles polyphonic material, and it is the default free recommendation across producer forums. Know two quirks going in: it exports at 120 BPM by default, and it adds pitch bends you may want to strip.

Can Melodyne convert audio to MIDI?

Yes, but not the $99 edition. Melodyne essential has no MIDI export at all. Assistant at $249 exports MIDI from monophonic material, and editor at $399 adds polyphonic conversion. The 30-day trial runs the full studio edition, so test before you buy anything.

Why is polyphonic audio to MIDI so inaccurate?

Harmonics. Play A3 and the instrument also produces energy at A4 and E5, so an algorithm cannot tell one note with harmonics from three separate notes. Reverb blurs note endings on top of that. Pitch usually survives; timing and velocity are what come back broken.

Does splitting stems first improve audio to MIDI results?

It helps, and it is now standard advice, but less than people expect, because conversion stays the bottleneck. Two things improve results beyond separation: EQ-notch the stem to the target part’s frequency range, and convert short sections so timing does not drift.

What is the best way to get drums as MIDI?

A drum replacement tool, not a converter. Superior Drummer’s Tracker, Slate Trigger 2, XLN Addictive Trigger, and Oxford Drum Gate work on transient detection, which suits drums far better than pitch tracking. Avoid Ableton’s Convert Drums for detail work: it maps everything to kick, snare, or hi-hat.

What changed in this update

August 2026: rebuilt to a rankings-first structure at a third of the length. Flagged the two false cheap-entry claims that circulate widely: Melodyne essential ($99) and Ableton Intro ($99) cannot convert audio to MIDI. Documented Samplab’s shutdown. Added Mirelo and MuScriptor, whose accuracy is unverified and a priority for the November review.