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Head-to-head · Stem Separation Software

Audiola vs Pymss

  • Updated Oct 2026
  • Both researched from official sources
  • 4 checks side by side
Higher score Audiola #5 in Stem Separation Software 9.0/10 Free plan Free plan✓ 1 of 3 features Visit Audiola
Pymss #6 in Stem Separation Software 8.9/10 Free plan Free plan✓ 3 of 3 features Visit Pymss

Audiola leads on 0 checks, Pymss on 0, and 4 are even. Who comes out ahead on the 4 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreAudiola · 9.0/10
  • Free planboth
  • Most featuresPymss · 3 of 3

Audiola scores higher on our rubric for stem separation software: 9.0 against 8.9 out of 10; our editors rank them #5 and #6.

Audiola is the better fit for free local separation with editing and mastering tools. Pymss is the better fit for open-source users wanting a full separation workspace.

  • Audiola fits best

    Free local separation with editing and mastering tools

  • Pymss fits best

    Open-source users wanting a full separation workspace

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.

Side by side

Feature Audiola 9.0/10 Visit ↗ Pymss 8.9/10 Visit ↗
At a glance
Editor score 9.0 8.9
Ranking #5 in Stem Separation Software #6 in Stem Separation Software
Best for Free local separation with editing and mastering tools Open-source users wanting a full separation workspace
Pricing model Free Free
Starting price Free plan Free plan
Free plan ✓ ✓
Free trial — —
Deployment Desktop Cloud, Desktop, Mobile
Platforms Windows, macOS, Linux Web, Windows, macOS, Linux, iOS, Android
Integrations 1 integrations 2 integrations
Features Audiola 1/3 · Pymss 3/3
Batch processing Not checked yet ✓ (best)
Desktop app ✓ ✓
API access Not checked yet ✓ (best)
Specs
Stem types vocals, drums, bass, guitar, piano, other vocals, drums, bass, other
Max upload size Not checked yet Not checked yet
Max track length Not checked yet Not checked yet
Export formats WAV, MP3, AAC-M4A WAV, FLAC, MP3, M4A, AAC, Opus, Vorbis, OGG
Our review
Pros
  • Separates vocals, drums, bass, guitar, piano, and other parts locally
  • Includes a multitrack timeline with editing and track effects
  • Adds mastering, spatial audio, transcription, and WAV, MP3, and AAC-M4A export
  • Manage models, preview and edit stems, and export from a desktop workspace.
  • Batch-process files or folders and chain models with workflow pipelines.
  • Use web, command-line, API, DAW-plugin, ComfyUI, and mobile-related components.
Cons
  • Its listed integration coverage is limited to ElevenLabs
  • It is a desktop application for Windows, macOS, and Linux
  • It is distributed without an open-source license
  • Documented core stem types are vocals, drums, bass, and other.
  • Its components span multiple open-source repositories rather than one hosted service.
  • Local workflows may not suit buyers seeking a hosted subscription service.
Our verdict

Audiola is a free desktop audio-production studio for Windows, macOS, and Linux, aimed at people who want to separate a song and continue working on its parts in one application. Its local AI workflow uses Demucs and other audio-separator…

Read the review →

Pymss is an open-source music source separation toolchain for producers, researchers, and others who need to split recordings into stems. It combines desktop, browser, command-line, DAW-plugin, ComfyUI, and mobile-related components, with…

Read the review →
  1. AudiolaStem Separation Software 9.0Free plan
  2. PymssStem Separation Software 8.9Free plan

Strengths and trade-offs

  • Audiola — where it wins

    • Separates vocals, drums, bass, guitar, piano, and other parts locally
    • Includes a multitrack timeline with editing and track effects
    • Adds mastering, spatial audio, transcription, and WAV, MP3, and AAC-M4A export

    Where it doesn't

    • Its listed integration coverage is limited to ElevenLabs
    • It is a desktop application for Windows, macOS, and Linux
    • It is distributed without an open-source license
  • Pymss — where it wins

    • Manage models, preview and edit stems, and export from a desktop workspace.
    • Batch-process files or folders and chain models with workflow pipelines.
    • Use web, command-line, API, DAW-plugin, ComfyUI, and mobile-related components.

    Where it doesn't

    • Documented core stem types are vocals, drums, bass, and other.
    • Its components span multiple open-source repositories rather than one hosted service.
    • Local workflows may not suit buyers seeking a hosted subscription service.

More comparisons

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update