Head-to-head · Stem Separation Software
Audiola vs 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
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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 |
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| Cons |
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| 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 → |
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.
- Audiola9.0/10 · Free plan
Separate songs locally, then edit, process, and export the resulting tracks.
Visit AudiolaFull verdict → - Pymss8.9/10 · Free plan
A local separation workspace with batch tools, model management, and four core stems.
Visit PymssFull verdict →
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All stem separation software comparisons → · Full ranking →
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update





