AI Tools·Standings

Compare AI Song Analyzers

AI song analyzers examine music and can help assess features such as lyrics, structure, or market fit. The signal score out of 10 and the API, open-source, and free-tier marks give you a quick starting point.

Compare the specific analyses you need, where the tool runs, whether it offers API access, and its free or paid terms. The board also compares batch analysis and monthly analysis limits.

  • 27 platforms
  • 2 with a public API on this page
  • 19 with a free tier
  • Checked 10 Oct 2026
  1. 1
    E
    Essentiaessentia.upf.edu

    A free audio-analysis library with tools for musical features and models across major platforms.

    6.4 APIOpenFree Free tier
  2. 2
    BA
    Bridge.audio AI Music Analyzerbridge.audio

    Bridge.audio is a cloud-based music and audio platform for professionals to store, manage, and share music.

    6.3 APIOpenFree Free tier · from €5/mo
  3. 3
    C
    Cyanitecyanite.ai

    A music service for automated tags, song descriptions, search, recommendations, and AI music detection.

    6.0 APIOpenFree Free tier
  4. 4
    I
    iFinesseMusicifinessemusic.com

    iFinesseMusic describes itself as an AI-powered audio platform that generates beats, sound effects, dialogue, stem separations, text-to-speech, and lyrics…

    6.0 APIOpenFree Free tier · from $9.99/mo
  5. 5
    AI
    Artyfile Instant A&R Checkartists.artyfile.com

    The tool analyzes a music snippet and provides feedback on production quality, AI-music likelihood, and mix improvements.

    5.8 APIOpenFree Free tier
  6. 6
    H
    HitIndexthehitindex.com

    HitIndex provides AI music analysis and A&R feedback, returning a score, narrative, comparable tracks, workshop notes, and placement strategy.

    5.8 APIOpenFree Free tier · from $9/mo
  7. 7
    M
    MasterSaucemastersauce.ai

    An in-browser music tool with mastering options and A&R-style reports on song qualities.

    5.8 APIOpenFree Free tier · from $9/mo
  8. 8
    BA
    BeMusic AI Music Analyzerbemusic.ai

    The analyzer creates an AI-generated breakdown of an audio track and a reusable music-generation prompt.

    5.5 APIOpenFree Free tier
  9. 9
    TS
    TrackTag Studiotracktag.me
    5.1 APIOpenFree Free tier
  10. 10
    AR
    A&R Dutyai.aandrduty.com
    5.0 APIOpenFree 3,500 NGN one-time
  11. 11
    AM
    Apple Music Understandingdeveloper.apple.com

    An audio-analysis framework that runs offline on Apple devices and identifies musical features.

    4.9 APIOpenFree —
  12. 12
    MS
    4.9 APIOpenFree Free tier
  13. 13
    M
    MusiMapmusimap.com

    A music analysis service with a free plan, API access, and batch and structure analysis.

    4.9 APIOpenFree Free tier
  14. 14
    S
    SongScoresongscore.co
    4.9 APIOpenFree Free tier
  15. 15
    MA
    4.8 APIOpenFree Free tier
  16. 16
    T
    TuneScoretune-score.com
    4.8 APIOpenFree Free tier
  17. 17
    M
    Modalysmodalys.app
    4.8 APIOpenFree Free tier
  18. 18
    R
    Rocketshiprocketship.music
    4.8 APIOpenFree Free tier
  19. 19
    RH
    Rthyms Hit Predictorrthyms.ae

    A free web tool that scores a song's market fit.

    4.8 APIOpenFree Free tier
  20. 20
    S
    SongSeeddreamingabovelabs.com
    4.8 APIOpenFree Free tier
  21. 21
    T
    TotalAnalyzersong.totalanalyzer.ai
    4.8 APIOpenFree Free tier
  22. 22
    N
    nextHITnexthit.co
    4.0 APIOpenFree —
  23. 23
    SM
    Savaunt Musicsavaunt.ai
    4.0 APIOpenFree —
  24. 24
    S
    Scarletascarleta.ai
    4.0 APIOpenFree —
  25. 25
    SS
    4.0 APIOpenFree —

Places #1, #2, #3, #4, #5 on this board are open to sponsors. Take #1 · Other ways to advertise

How to choose

Which kinds of song analysis do I need?

Choose a tool based on the analysis it offers for your work. The comparisons cover lyric analysis, structure analysis, and market-fit scoring.

If you need to review multiple songs together, compare batch analysis and monthly analysis limits before choosing.

Where can I use an AI song analyzer?

Check that the platform matches how you plan to work: options listed include web, API, iOS, macOS, Android, and Windows.

Apple Music Understanding is an Apple framework for analyzing audio and extracting musical information, with API, iOS, and macOS platforms listed.

Can I use an AI song analyzer for free?

Look for a free plan and compare it with the paid price if you expect to need more. Free-plan availability and paid-from pricing are comparison fields.

Examples include free plans from Artyfile Instant A&R Check and paid plans listed from $12 per month for BeMusic AI Music Analyzer. A&R Duty lists pricing on request.

Does it offer an API or open-source code?

Check API access if you need a way to connect analysis with other software. The board compares API access and identifies whether a tool is open source.

Review the specific tool's listing for these details before choosing; the API platform and API access comparison are related but distinct.

Questions

What does an AI song analyzer do?

It analyzes audio and may provide information about lyrics, song structure, or market fit. Features vary by tool.

Which AI song analyzers have a free plan?

The board compares free-plan availability. Examples with a listed free plan include Artyfile Instant A&R Check, BeMusic AI Music Analyzer, and MasterSauce.

Can I analyze songs through an API?

API access is one of the compared features. Check a tool's listing to confirm whether it offers the access you need.

What platforms do AI song analyzers support?

Listed platforms include web, API, iOS, macOS, Android, and Windows. Available platforms depend on the tool.

How should I compare AI song analyzer pricing?

Compare free-plan availability, paid-from price, and monthly analysis limits. Some pricing may be available on request.

Some top positions on this board can be paid placements, standing where they were sold. The facts on each platform are not for sale. How we rank · Disclosure