Popular Music AI tools

21 category leaders in Music, selected from the full directory.

Soundraw

  • Royalty-free tracks for video and creator soundtracks.
  • Edit length, energy, and instrumentation per section.
  • Commercial licensing built into creator plans.
  • Go-to for YouTube and ad beds without custom scores.

Mubert

  • Generative music API for apps, streams, and retail.
  • Adaptive loops that shift with session context.
  • Royalty-free catalog plus prompt-based generation.
  • Built for product teams wiring soundtracks in software.

Suno

  • Text-to-song with vocals and backing in one render.
  • Style and tempo hints steer full arrangements.
  • Fast hooks and demos before a DAW finish.
  • v6 models built with Warner, BMG, and Believe; 100M+ users.

Udio

  • Full-song generation with strong vocal performances.
  • Inpaint and extend sections like a linear editor.
  • Remix and reference-audio flows for iteration.
  • Licensed by UMG, Warner, Merlin, and Kobalt; main Suno rival.

AIVA

  • Orchestral and cinematic scoring from prompts.
  • Style presets plus training from reference MIDI.
  • Exports MIDI and audio for finishing in a DAW.
  • Long-running leader for film and game cues.

Stable Audio

  • Stability AI music and SFX generation in-browser.
  • Text-to-audio and audio-to-audio for short clips.
  • Licensed training sources with creator terms.
  • Open-weight option for instrumental beds and design.

Moises

  • Stem and vocal isolation for practice and remix.
  • Pitch and tempo changes for rehearsal tracks.
  • Mobile-first tools for players and educators.
  • Household brand for splitting songs into parts.

Flow Music

  • Google Labs chat studio for iterative song drafts.
  • Lyria models for beats, lyrics, and mix refinements.
  • SynthID watermarks on exported Labs audio.
  • Riffusion successor with broad web Labs rollout.

Beatoven

  • Emotion-based beds for video and podcast scores.
  • Timeline editing with genre presets and stems.
  • Royalty-free licensing aimed at content creators.
  • Strong alternative to Soundraw for cleared tracks.

ElevenLabs Music

  • Licensed Music models with section-based composition.
  • Inpainting, multilingual vocals, and mid-track control.
  • API and ElevenCreative for ads, games, podcasts.
  • Cleared-data path for commercial video soundtracks.

Lalal

  • High-fidelity stem splitter for vocals and instruments.
  • Karaoke, remix, and practice-track workflows.
  • Batch jobs and API for production teams.
  • Top peer to Moises for song isolation.

Endel

  • Adaptive soundscapes for focus, sleep, and calm.
  • Personalizes audio from time, weather, and biometrics.
  • Consumer apps across phone and desktop.
  • Leading brand for functional generative audio.

Kits

  • Studio AI singing voices and vocal clones for producers.
  • Licensed artist models with stem and mastering tools.
  • Royalty-free vocals without booking a session singer.
  • Leading AI voice stack for music production workflows.

Mureka

  • Full-song AI generator with lyrics, melodies, and studio edits.
  • Major Suno-class competitor with remix and soundtrack modes.
  • Fast generation for pop, soundtrack, and lyric-driven tracks.
  • High-volume consumer AI music platform outside the US leaders.

Ace Studio

  • AI singing workstation from MIDI notes and lyrics.
  • Large royalty-free voice library plus custom clones.
  • DAW plugins for producers finishing vocal toplines.
  • Category leader for studio AI vocal performance.

Splash

  • Social AI beat-making and collaborative music apps.
  • Owned-data models for text-to-music and voice transfer.
  • Roblox stages and WeMix for casual co-creation.
  • Long-running consumer AI music brand at scale.

AudioShake

  • API-first AI stem separation for music and media.
  • Splits vocals and instruments for remix and karaoke.
  • Used in product and rights workflows at scale.
  • Leading B2B stem AI alongside consumer removers.

Music

  • Ethical audio AI models for labels and platforms.
  • High-quality separation and music-intelligence APIs.
  • Built for production systems, not toy song apps.
  • Category leader for cleared music-business AI APIs.

RipX

  • AI DAW with note-level extraction from mixed audio.
  • Edit pitches and harmonics like MIDI inside a mix.
  • Stem separation plus sound replacement workflows.
  • Category leader for surgical AI audio reconstruction.

Synthesizer V

  • AI singing synth with note-level pitch and phonemes.
  • Voice databases for studio and indie vocal tracks.
  • Editor workflow used across East Asia and global DAWs.
  • Category-defining AI vocal synthesis for music production.

Boomy

  • Instant generative songs from simple prompts.
  • One-click creation with distribution options.
  • Early consumer AI music brand with wide reach.
  • Category pioneer for casual generative tracks.