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ACE-Step vs Beatoven.ai: catalog facts
ACE-Step	Beatoven.ai
Free Free and open source under the MIT license.	Paid Downloads are paid per track or through a subscription with additional download minutes.
Windows, macOS, Linux, Command line	Web
Runs locally across Mac, AMD, Intel and CUDA hardware Actively maintained with a 2026 model-series update	Generates music from a plain-text description Text-to-sound-effects tool alongside music generation
Local generation quality and speed depend heavily on the hardware used Best results likely still require a capable GPU despite broader hardware support	Downloads cost money per track or by subscription Runs only as a hosted web service
Downloadable app, Self-hosted	Web application
Open source	Closed source
License: MIT	License not stated
Not stated if an account is needed	Not stated if an account is needed
Not stated if it works offline	Needs internet
Official website Full listing and sources Checked September 22, 2026	Official website Full listing and sources Checked September 23, 2026

Catalog facts only. Anything “not stated” is unconfirmed. Check full listings for details.