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Best AI Song Analyzers in 2026

Bridge.audio AI Music Analyzer leads this list of 27 (8.5/10, free plan). iFinesseMusic is next (8.3/10, free plan), and Essentia is the next highest-placed option with a free plan (8.2/10). AI song analyzers inspect song characteristics for people comparing analysis tools. This list helps you compare pricing, supported platforms and analysis features before choosing.

  1. 01 Bridge.audio AI Music Analyzer
    From €5/mo Free plan Web · iOS · Android
    8.5 Visit Specs
  2. 02 iFinesseMusic
    From $9.99/mo Free plan Web · API
    8.3 Visit Specs
  3. 03 Essentia
    Free plan Web · Windows · macOS · Linux
    8.2 Visit Specs
  4. 04 Cyanite
    Free plan Web · API
    8.0 Visit Specs
  5. 05 HitIndex
    From $9/mo Free plan Web
    8.0 Visit Specs
  6. 06 MasterSauce
    From $9/mo Free plan Web
    7.9 Visit Specs
  7. 07 A&R Duty
    Web
    7.7 Visit Specs
  8. 08 Artyfile Instant A&R Check
    Free plan Web
    7.7 Visit Specs
  9. 09 Apple Music Understanding
    macOS · iOS · API
    7.2 Visit Specs
  10. 10 BeMusic AI Music Analyzer
    Web
    6.8 Visit Specs
  11. 11 MelogenAI Song Analyzer
    Web
    5.8 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).

Review free-plan conditions, entry-level paid rates, API availability and monthly-analysis limits. Check whether the platforms you use support batch, lyric, structure and market-fit analysis.

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

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