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Best AI to generate music in media and entertainment

Create music, soundtracks, sound effects, or other non-speech audio. We reviewed 15 products from 9 companies on a 100-point evidence score. These 8 earned a place.

Updated Oct 20, 202615 products reviewed9 companies

Market noteScores reflect documented task fit, adoption evidence, product detail, pricing and market fit. Vendor claims remain unverified unless independently corroborated. Missing evidence indicates uncertainty, not poor product quality.

  1. 1

    Beatoven AI Music Generator

    by Beatoven.ai

    Creates customizable background tracks for explicitly identified media workflows, with a free plan and paid plans starting at $6/month.

    Best for background music for videos, podcasts and gamesFree planFrom $6/month

    Task fit
    40/40
    Adoption
    4/20
    Evidence
    12/15
    Pricing
    13/15
    Market fit
    10/10
  2. 2

    AI Soundtrack

    by MixAudio

    Explicit multimodal inputs and generated music outputs establish a complete soundtrack workflow. Style, stem, and block customization supports media production; song remixing adds direct entertainment relevance. Numeric subscription pricing is supplied, but plan limits are absent.

    Best for media creators generating customizable soundtracks from text, images, or audioFree planFrom $7.99/month

    Task fit
    40/40
    Adoption
    5/20
    Evidence
    11/15
    Pricing
    11/15
    Market fit
    10/10
  3. 3

    Sample

    by Suno

    Sample takes an audio slice and generates a new song component through Chop, As-is or Blend modes. The supplied DAW-production, stem-editing and remixing use cases establish a complete, directly relevant music-production workflow. Pricing explicitly states $0/month but omits plan limits.

    Best for music producers creating new song components from existing audioFree plan

    Task fit
    40/40
    Adoption
    5/20
    Evidence
    11/15
    Pricing
    11/15
    Market fit
    10/10
  4. 4

    Uberduck Platform

    by Uberduck, Inc.

    Explicitly offers AI music generation across hundreds of musical styles, alongside voice tools, with a listed $2/month annual-billing price.

    Best for music creation within a combined music-and-voice toolkitFree planFrom $2.00/month

    Task fit
    35/40
    Adoption
    5/20
    Evidence
    10/15
    Pricing
    13/15
    Market fit
    9/10
  5. 5

    Groove

    by Soundry AI

    Groove describes an existing-song-and-style-to-remix workflow, supporting complete task fit and documented product workflow for entertainment creators. Adoption evidence is limited to a company-following proxy.

    Best for DJs and entertainment creators remixing existing songs into different musical styles

    Task fit
    40/40
    Adoption
    5/20
    Evidence
    11/15
    Pricing
    0/15
    Market fit
    10/10
  6. 6

    ACE Studio

    Explicit music-production, instrument-performance and singing-synthesis capabilities establish task and industry fit. A product-attributed testimonial describes actual violin and string-generation use, supporting adoption 50 under the evidence contract—not independently verified outcomes.

    Best for music producers creating AI instrument performances and synthesized singingFree trialFrom $16.58/month

    Task fit
    30/40
    Adoption
    10/20
    Evidence
    8/15
    Pricing
    11/15
    Market fit
    8/10
  7. 7

    Audiomatic AI Studio

    by Audiomatic

    Directly generates music, soundtracks and SFX, with games and movies explicitly identified as intended applications.

    Best for bespoke music and sound effects for games and films

    Task fit
    40/40
    Adoption
    2/20
    Evidence
    11/15
    Pricing
    2/15
    Market fit
    10/10
  8. 8

    Kits AI

    Explicit AI instrument and harmony generation support the non-speech audio task, while the platform directly targets music production. Concrete capabilities are listed, but a complete input-to-output workflow is not documented.

    Best for music producers seeking AI-generated instruments and harmonies alongside audio-processing toolsFree planFrom $8/month

    Task fit
    30/40
    Adoption
    5/20
    Evidence
    8/15
    Pricing
    11/15
    Market fit
    8/10

We reviewed 15 candidate products from 9 companies and published 8 positions. Totals include duplicate company entries and products removed during task, market and evidence review. Each company holds at most one position.