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Best AI Song Analyzers in 2026

  1. 01 Bridge.audio AI Music Analyzer
    From €5/mo Free plan Web
    7.4 Visit Specs
  2. 02 Essentia
    Web · Windows · macOS · Linux
    6.3 Visit Specs
  3. 03 Apple Music Understanding
    macOS · iOS
    6.1 Visit Specs
  4. 04 A&R Duty
    Web
    6.0 Visit Specs
  5. 05 Artyfile Instant A&R Check
    Web
    6.0 Visit Specs
  6. 06 BeMusic AI Music Analyzer
    Web
    6.0 Visit Specs
  7. 07 Cyanite
    Web
    6.0 Visit Specs
  8. 08 HitIndex
    Web
    5.8 Visit Specs
  9. 09 iFinesseMusic
    Web
    5.8 Visit Specs
  10. 10 MelogenAI Song Analyzer
    Web
    5.8 Visit Specs
  11. 11 MasterSauce
    Web
    5.7 Visit Specs
  12. 12 MusGen AI Music Analyzer
    Web
    5.7 Visit Specs
  13. 13 MusiMap
    Web
    5.7 Visit Specs
  14. 14 Modalys
    Web
    5.6 Visit Specs
  15. 15 nextHIT
    Web
    5.5 Visit Specs
  16. 16 Rocketship
    Web
    5.5 Visit Specs
  17. 17 Rthyms Hit Predictor
    Web
    5.5 Visit Specs
  18. 18 SongScore
    Web
    5.5 Visit Specs
  19. 19 Savaunt Music
    Web
    5.4 Visit Specs
  20. 20 Scarleta
    Web
    5.4 Visit Specs
  21. 21 SongsAI Song Analyzer
    Web
    5.4 Visit Specs
  22. 22 TrackTag Studio
    Web · Windows · macOS
    5.4 Visit Specs
  23. 23 SongSeed
    iOS
    5.3 Visit Specs
  24. 24 SONOTELLER.AI
    Web
    5.2 Visit Specs
  25. 25 TotalAnalyzer
    Web
    5.2 Visit Specs
How this list is ordered. Specifiction scores each tool on how fully its maker documents it, whether its prices are published, where the research puts it, the platforms it runs on and whether it can be tried for free (how we rank). Makers can also buy a numbered place (how Specifiction is paid for).

Compare Bridge.audio AI Music Analyzer and Essentia Get a place on this list

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