AI music crossed from “a hum” to “a usable track” in 2026. The leaders differ on whether they give you a song, a stem, or a full production suite. We set each the same brief: 30 seconds, upbeat, no vocals.

1. Suno — best full songs

Suno turns a line of text into a complete song — verse, chorus, mix — fast. Best when you want a finished piece, not a loop to build on.

2. Udio — best musicality

Udio leans into richer arrangement and tone; many find its output the most “produced.” Best when quality per track matters more than speed.

3. AIVA — best for scores & emotion

AIVA is built for compositional, cinematic music — trailers, games, ads. Best when you need structure and mood over a pop hook.

4. Mubert — best for endless / functional

Mubert generates streaming, royalty-friendly background music for streams, videos, and apps. Best when you need length and loop-safety, not a single hit.

5. Boomy — best for quick releases

Boomy gets a track from zero to “publishable” in minutes with presets. Best for creators who want volume over bespoke craft.

How to choose

• Finished song, fast → Suno
• Highest production value → Udio
• Cinematic / score → AIVA
• Background that loops → Mubert
• Quick to release → Boomy

Every tool above links to its full profile in our AI tools directory with editor ratings, pros, cons, and side-by-side comparisons.