AI Music · benched & ranked

Best AI Music tools, tested

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

1. 01iZotope RX

   Professional audio repair and enhancement software with AI features.

   score9.0/10

   $10/mo

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2. 02Suno

   Generate full songs from a prompt.

   score8.9/10

   $10/mo

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3. 03Melodyne

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

   score8.8/10

   $10/mo

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4. 04Neural DSP

   AI guitar amp and effects modeling software.

   score8.8/10

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5. 05iZotope

   AI-powered audio production tools.

   score8.7/10

   $9/mo

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6. 06Udio

   AI music generation with vocals.

   score8.7/10

   Free

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7. 07Splice

   Music production platform with AI-powered tools and samples.

   score8.2/10

   $8/mo

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8. 08Landr

   AI mastering and music distribution platform for independent artists.

   score8.0/10

   $9/mo

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9. 09AudioShake

   AI music separation and stem generation tool.

   score7.9/10

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10. 10Endel

    Generative AI music for focus, sleep, and relaxation.

    score7.8/10

    $13/mo

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11. 11Cyanite

    AI music analysis and curation platform.

    score7.5/10

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12. 12Stable Audio

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

    score7.5/10

    $12/mo

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13. 13BandLab

    Free music creation platform with AI features.

    score7.4/10

    Free

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14. 14Mubert

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

    score7.3/10

    $10/mo

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15. 15Stability AI Stable Audio

    Generate original music and sound effects with AI.

    score7.3/10

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16. 16Soundtrap

    Online music production with AI-assisted creation tools.

    score7.0/10

    $8/mo

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17. 17AIVA

    AI composer for creating original soundtrack and background music.

    score6.9/10

    $10/mo

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18. 18AudioCraft

    Generate high-quality audio and music from text descriptions.

    score6.9/10

    Free

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19. 19Soundful

    AI music generation for independent creators and content makers.

    score6.7/10

    $10/mo

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20. 20Soundraw

    Generate royalty-free background music for videos and content.

    score6.7/10

    $10/mo

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21. 21Anthropic Claude

    AI assistant capable of music composition assistance and generation concepts.

    score6.4/10

    $20/mo

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22. 22Ecrett Music

    AI music composition and generation tool.

    score6.1/10

    Free

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23. 23WavTool

    Browser-based music production with AI assistance.

    score6.1/10

    Free

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24. 24MasterWriter

    Songwriting software with AI assistance.

    score5.9/10

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25. 25Groove3

    Music production learning with AI assistance.

    score5.8/10

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26. 26Trackstack

    AI music creation and stems separation platform.

    score5.8/10

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27. 27Adobe Firefly Music

    Generative AI music creation from Adobe.

    score5.6/10

    Free

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28. 28BeatOven

    AI music generation tool that creates unique background music.

    score5.6/10

    Free

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29. 29Emergent Drums

    AI-powered drum machine and beat generation tool.

    score5.6/10

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30. 30Loudly

    Create royalty-free music using AI composition and production.

    score5.6/10

    Free

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31. 31Beat Shaper

    AI-powered beat and rhythm generation tool.

    score5.5/10

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32. 32BreakID

    AI-powered music production and generation.

    score5.5/10

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33. 33CassetteAI

    Generate music in retro and vintage styles using AI.

    score5.5/10

    Free

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34. 34Dadabots

    Stream infinite AI-generated experimental music live.

    score5.5/10

    Free

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35. 35MelodyStudio

    AI-powered melody and song composition.

    score5.5/10

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36. 36DrumGenome

    AI drum pattern generation and percussion composition.

    score5.4/10

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37. 37Neural Frames

    Generate music videos by combining AI music and visual creation.

    score5.4/10

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38. 38Boomy

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

    score5.2/10

    Free

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39. 39TrackGenesis

    AI-powered music production suite.

    score5.2/10

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40. 40BeatBot

    AI music production tool for creating beats and compositions.

    score5.1/10

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41. 41iSong

    Generate unique songs with artificial intelligence.

    score5.1/10

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42. 42iSongs

    Create songs with AI vocals and instruments.

    score5.1/10

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43. 43Riffusion

    Real-time music generation using diffusion models.

    score5.1/10

    Free

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44. 44Staccato

    AI music composition and arrangement tool.

    score5.1/10

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45. 45Tracksy

    Create original music from text using AI technology.

    score5.1/10

    Free

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46. 46MasterLabAI

    AI-powered audio mastering service for music production.

    score4.8/10

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47. 47Spawning AI

    AI music generation and creative tools.

    score4.8/10

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48. 48BeatConnect

    AI-powered beat and music marketplace.

    score4.6/10

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49. 49Trackgenix

    AI music generation for independent musicians.

    score4.6/10

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50. 50Beat Sonic

    Create original music and beats with AI technology.

    score4.4/10

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51. 51Melodrive

    Dynamic, adaptive AI music engine.

    score4.2/10

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52. 52Splash

    AI music creation and collaboration platform for musicians.

    score4.2/10

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53. 53WaveNet

    DeepMind's generative model for raw audio.

    score4.0/10

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54. 54MusicLM

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

    score3.8/10

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55. 55Google MusicLM

    Generate high-fidelity music from text descriptions.

    score3.7/10

    Free

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56. 56Jukebox

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

    score3.4/10

    Free

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57. 57MuseNet

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

    score3.1/10

    Free

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58. 58Amper Music

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

    score2.9/10

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