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Industry Software

Best Music Metadata Management Software in 2026

Bridge.audio AI Music Analyzer leads this list of 35 (8.6/10, free plan). Sound Credit is next (8.0/10, free plan), and CatalogIQOS is the next highest-placed option with a free plan (7.2/10). Music metadata management software helps organize catalog and release information for music businesses and creators. Before choosing, compare plan type and paid-from price, supported platforms, catalog and release metadata tools, rights data, digital delivery, identifiers, and metadata formats.

  1. 01 Bridge.audio AI Music Analyzer
    From €5/mo Free plan Web · iOS · Android
    8.6 Visit Specs
  2. 02 Sound Credit

    Essential Unlimited and Pro are described for producers, songwriters, artists, and engineers.

    From $0.33/mo Free plan Web · Windows · macOS · iOS
    8.0 Visit Specs
  3. 03 FUGA

    FUGA suits labels, distributors, and enterprise music companies that need distribution plus catalog, analytics, marketing, or rights services.

    Web · API
    7.9 Visit Specs
  4. 04 Songbox Mastering
    Free trial Web
    7.4 Visit Specs
  5. 05 CatalogIQOS
    From $9/mo Free plan Web
    7.2 Visit Specs
  6. 06 LUCY Catalog Suite
    From £8/mo Free plan Web · iOS · Android
    7.2 Visit Specs
  7. 07 Vesta Music Mastering
    Free plan Web
    7.1 Visit Specs
  8. 08 wavbee
    From $1.25/mo Web
    7.0 Visit Specs
  9. 09 ALV
    From €99/mo Web
    6.9 Visit Specs
  10. 10 Blackbox RMS Label Edition
    From €59/mo Web · Windows
    6.9 Visit Specs
  11. 11 DISCO
    From $10.80/mo Web · iOS · Android
    6.9 Visit Specs
  12. 12 Catalog Control
    From $29/mo Web
    6.8 Visit Specs
  13. 13 Release Registry
    From $9/mo Free plan Web
    6.8 Visit Specs
  14. 14 Vandall
    From €4.99/mo Free plan Web · iOS · Android
    6.8 Visit Specs
  15. 15 DISPOT
    From $1.67/mo Web
    6.7 Visit Specs
  16. 16 Reprtoir
    From $44.92/mo Free plan Web
    6.7 Visit Specs
  17. 17 D Zone Digital
    From ₹83.33/mo Web
    6.6 Visit Specs
  18. 18 Label Copy
    Free plan Web
    6.6 Visit Specs
  19. 19 Label Engine
    From $41.58/mo Web
    6.5 Visit Specs
  20. 20 SyncCatalog
    From $199/mo Web · Windows · macOS
    6.4 Visit Specs
  21. 21 rightsHUB
    From £49/mo Web
    6.2 Visit Specs
  22. 22 Anthology
    Web
    6.1 Visit Specs
  23. 23 LabelGrid
    Web
    6.1 Visit Specs
  24. 24 Synchtank
    From £8/mo Web
    6.1 Visit Specs
  25. 25 Harvest Music
    Web · Windows · macOS
    6.0 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 Sound Credit Get a place on this list

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