category · Music

Music software after AI

13 tools in this category. 4 are rated killed and 3 survived — together the non-survivors add up to $127 a month.

tools tracked

killed

survived

$127

$/mo at risk

most-voted in Music

Soundraw

music_note Music

KINDA

Royalty-free generated music, out-generated.

why

Suno and Uppbeat cover the headline feature free, so the $17/mo is now paying for the workflow around it.

OpenAI · 2024-05 $17/mo

AIVA

music_note Music

KINDA

One of the first AI composers, passed by the second wave.

why

Suno covers the headline feature free, so the $13/mo is now paying for the workflow around it.

OpenAI · 2024-05 $13/mo

Mubert

music_note Music

KINDA

Generative background audio, now competing with generative songs.

why

Suno and Uppbeat cover the headline feature free, so the $14/mo is now paying for the workflow around it.

OpenAI · 2024-05 $14/mo

Boomy

music_note Music

YES

Make a song in seconds — now a free feature elsewhere.

why

Suno and Udio now cover the same core job on a free tier, so the $10/mo is optional.

OpenAI · 2024-05 $10/mo

Beatoven.ai

music_note Music

YES

Mood-based background music, undercut by free song generation.

why

Suno and YouTube Audio Library now cover the same core job on a free tier, so the $10/mo is optional.

OpenAI · 2024-05 $10/mo

LANDR

music_note Music

NOT REALLY

AI audio mastering plus distribution and samples for musicians.

why

Google's version overlaps, but does not finish the music job, so this one still earns its $12/mo.

Google · 2024-02 $12/mo

every Music tool in the archive

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How a verdict is decided →

The Death List

13 of 13· $127/mo at risk

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Google · 2025-06 · Suno and Udio class models producing full vocal tracks at far higher fidelity

Suno and Udio now cover the same core job on a free tier, so the $12/mo is optional.

OpenAI · 2024-05 · Consumer song generation from free tiers

Suno and Udio now cover the same core job on a free tier, so the $10/mo is optional.

OpenAI · 2024-05 · Free music generation at higher quality

Suno and YouTube Audio Library now cover the same core job on a free tier, so the $10/mo is optional.

Google · 2024-02 · Google MusicFX and Lyria generate royalty-free music from text prompts

Google MusicFX and Suno now cover the same core job on a free tier, so the $10/mo is optional.

Google · 2025-09 · Free AI audio cleanup and mastering bundled into editors and podcast platforms

Adobe Podcast and Auphonic cover the headline feature free, so the $25/mo is now paying for the workflow around it.

OpenAI · 2024-05 · General music models generate full tracks with structure

Suno and Uppbeat cover the headline feature free, so the $17/mo is now paying for the workflow around it.

OpenAI · 2024-05 · Generative music with better musicality arrived

Suno and Uppbeat cover the headline feature free, so the $14/mo is now paying for the workflow around it.

OpenAI · 2024-05 · Consumer music generation reached mainstream quality

Suno covers the headline feature free, so the $13/mo is now paying for the workflow around it.

OpenAI · 2025-11 · Suno and Udio owning consumer mindshare while free stock music libraries cover the low end

Suno covers the headline feature free, so the $12/mo is now paying for the workflow around it.

Google · 2025-05 · Open stem-separation models making track splitting a free commodity feature

Demucs and BandLab cover the headline feature free, so the $4/mo is now paying for the workflow around it.

Google · 2025-01 · Prompt-to-song generators removing the need to arrange or produce anything manually

Google's version overlaps, but does not finish the music job, so this one still earns its $99/mo.

Google · 2025-02 · Generative music tools producing finished stems and loops on demand

Google's version overlaps, but does not finish the music job, so this one still earns its $13/mo.

Google · 2024-02 · Generative music models produce finished tracks, shifting focus from mastering

Google's version overlaps, but does not finish the music job, so this one still earns its $12/mo.