AI Music · benched & ranked

Best AI Music tools, tested

48 ai music tools, ranked by bench score — not by who paid. Pricing verified, every verdict hands-on.

1. 01Melodyne

   Leading audio editing software with AI-powered music processing capabilities.

   score9.4/10

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2. 02iZotope RX

   Professional audio repair and enhancement software with AI features.

   score9.2/10

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3. 03Neural DSP

   AI guitar amp and effects modeling software.

   score8.6/10

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4. 04Splice

   Music production platform with AI-powered tools and samples.

   score8.6/10

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5. 05Suno

   Generate full songs from a prompt.

   score8.6/10

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6. 06Udio

   AI music generation with vocals.

   score8.6/10

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7. 07WaveNet

   DeepMind's generative model for raw audio.

   score8.6/10

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8. 08Endel

   Generative AI music for focus, sleep, and relaxation.

   score8.5/10

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9. 09Landr

   AI mastering and music distribution platform for independent artists.

   score8.5/10

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10. 10Splice Sounds

    Cloud-based music production platform with AI-powered tools and samples.

    score8.5/10

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11. 11AudioCraft

    Generate high-quality audio and music from text descriptions.

    score8.2/10

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12. 12Soundraw

    Generate royalty-free background music for videos and content.

    score8.1/10

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13. 13AIVA

    AI composer for creating original soundtrack and background music.

    score8.0/10

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14. 14Dadabots

    Stream infinite AI-generated experimental music live.

    score8.0/10

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15. 15Mubert

    AI-generated royalty-free music for creators and streamers.

    score8.0/10

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16. 16Stable Audio

    Generate high-quality audio and music with AI from text prompts.

    score8.0/10

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17. 17Google MusicLM

    Generate high-fidelity music from text descriptions.

    score7.9/10

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18. 18WavTool

    Browser-based music production with AI assistance.

    score7.9/10

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19. 19Loudly

    Create royalty-free music using AI composition and production.

    score7.8/10

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20. 20MuseNet

    OpenAI's deep neural network that can generate 4-minute compositions across styles.

    score7.8/10

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21. 21Soundtrap

    Online music production with AI-assisted creation tools.

    score7.8/10

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22. 22Spawning AI

    AI music generation and creative tools.

    score7.8/10

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23. 23Stability AI Stable Audio

    Generate original music and sound effects with AI.

    score7.8/10

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24. 24Amper Music

    Create custom royalty-free music for content creators and filmmakers.

    score7.7/10

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25. 25BeatOven

    AI music generation tool that creates unique background music.

    score7.6/10

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26. 26BreakID

    AI-powered music production and generation.

    score7.6/10

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27. 27BandLab

    Free music creation platform with AI features.

    score7.5/10

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28. 28Boomy

    Create, share, and monetize AI-generated songs instantly.

    score7.5/10

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29. 29DrumGenome

    AI drum pattern generation and percussion composition.

    score7.5/10

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30. 30Riffusion

    Real-time music generation using diffusion models.

    score7.5/10

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31. 31Anthropic Claude

    AI assistant capable of music composition assistance and generation concepts.

    score7.4/10

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32. 32BeatBot

    AI music production tool for creating beats and compositions.

    score7.4/10

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33. 33Neural Frames

    Generate music videos by combining AI music and visual creation.

    score7.4/10

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34. 34Beat Sonic

    Create original music and beats with AI technology.

    score7.3/10

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35. 35Tracksy

    Create original music from text using AI technology.

    score7.3/10

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36. 36MusicLM

    Google's AI model that generates high-fidelity music from text descriptions.

    score7.1/10

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37. 37Soundful

    AI music generation for independent creators and content makers.

    score7.1/10

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38. 38Jukebox

    OpenAI's neural net that generates music with singing in various genres.

    score7.0/10

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39. 39OpenAI Jukebox

    Neural net that generates music with singing in the raw audio domain.

    score6.8/10

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40. 40Splash

    AI music creation and collaboration platform for musicians.

    score6.3/10

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41. 41Adobe Firefly Music

    Generative AI music creation from Adobe.

    score6.1/10

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42. 42Emergent Drums

    AI-powered drum machine and beat generation tool.

    score6.0/10

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43. 43Trackstack

    AI music creation and stems separation platform.

    score6.0/10

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44. 44TrackGenesis

    AI-powered music production suite.

    score5.9/10

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45. 45CassetteAI

    Generate music in retro and vintage styles using AI.

    score5.8/10

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46. 46MasterLabAI

    AI-powered audio mastering service for music production.

    score5.8/10

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47. 47Melodrive

    Dynamic, adaptive AI music engine.

    score4.9/10

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48. 48Beat Shaper

    AI-powered beat and rhythm generation tool.

    score4.4/10

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