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Best AI Song Analyzers in 2026

These tools inspect songs for lyrics, structure, market fit and related indicators. This list is for artists, labels and developers choosing a tool on a budget.

  1. 1

    Bridge.audio AI Music Analyzer

    Free plan AndroidiPhoneWeb
    6.5 Free plan · paid from €5/mo Visit site
  2. 2

    Essentia

    Free plan AndroidAPIiPhone+4
    6.5 Free plan Visit site
  3. 3

    Artyfile Instant A&R Check

    Free plan Web
    6.2 Free plan Visit site
  4. 4

    BeMusic AI Music Analyzer

    Free plan Web
    6.2 Free plan · paid from $12/mo Visit site
  5. 5

    Cyanite

    Free plan APIWeb
    6.2 Free plan Visit site
  6. 6

    iFinesseMusic

    Free plan APIWeb
    6.0 Free plan Visit site
  7. 7

    MelogenAI Song Analyzer

    Free plan Web
    6.0 Free plan Visit site
  8. 8

    MusiMap

    Free plan Web
    6.0 Free plan · paid from $0.03 Visit site
  9. 9

    HitIndex

    Free plan Web
    5.9 Free plan Visit site
  10. 10

    MasterSauce

    Free plan Web
    5.9 Free plan · paid from $9/mo Visit site
  11. 11

    MusGen AI Music Analyzer

    Free plan Web
    5.9 Free plan · paid from $10.90/mo (annual) Visit site
  12. 12

    Modalys

    Free plan Web
    5.8 Free plan Visit site
  13. 13

    Rocketship

    Free plan Web
    5.7 Free plan · pricing on request Visit site
  14. 14

    Rthyms Hit Predictor

    Free plan Web
    5.7 Free plan Visit site
  15. 15

    SongScore

    Free plan Web
    5.7 Free plan · paid from €2.99 Visit site
  16. 16

    TrackTag Studio

    Free plan MacWebWindows
    5.7 Free plan · paid from $20 Visit site
  17. 17

    SongSeed

    Free plan iPhone
    5.5 Free plan Visit site
  18. 18

    TuneScore

    Free plan Web
    5.5 Free plan · paid from $40/mo Visit site
  19. 19

    TotalAnalyzer

    Free plan Web
    5.4 Free plan · paid from €2.99 Visit site
  20. 20

    Apple Music Understanding

    Paid APIiPhoneMac
    4.7 Visit site
  21. 21

    A&R Duty

    Paid Web
    4.6 Pricing on request Visit site
  22. 22

    nextHIT

    Paid Web
    4.1 From $7.99 Visit site
  23. 23

    Savaunt Music

    Paid Web
    4.0 Pricing on request Visit site
  24. 24

    Scarleta

    Paid Web
    4.0 From $0.10 Visit site
  25. 25

    SongsAI Song Analyzer

    Paid Web
    4.0 Visit site

#1Places #1, #2, #3, #4, #5 on this list can be bought by the makers of the software on it. See the price

Review free availability, entry-level paid prices, supported platforms, API and batch options, and any monthly analysis limits. If code access matters, check the licence and whether free use is a plan or trial before choosing.

Questions

Are free plans available for AI song analyzers?

Some entries include a free plan. Check the individual plan terms to see whether access is ongoing or a trial.

Which platforms can these tools run on?

The entries cover web, macOS, iOS, Windows, Linux and Android. Check the entry for the platform you use.

Can I connect an analyzer through an API?

The comparison records whether API access is available. Apple Music Understanding is marked with API access; check each other tool's entry.

What paid prices are listed?

BeMusic AI Music Analyzer is listed from $12 per month, Bridge.audio AI Music Analyzer from €5 per month and MasterSauce from $9 per month. A&R Duty provides pricing on request.

Can these tools analyze lyrics and song structure?

The comparison indicates whether each entry supports lyric analysis and structure analysis. Check the feature details for the tool you are considering.

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