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Best Music Metadata Management Software in 2026

• 35 apps
• Research read 5 Oct 2026
• How the order is worked out

1. 1 S

   Sound Credit

   Free plan AndroidiPhoneMac+2

   Sound Credit combines recording review, collaboration, version tracking, and credits management.

   7.1 Free plan · paid from $6/mo Visit site
2. 2 B

   Bridge.audio AI Music Analyzer

   Free plan Web
   6.6 Free plan · paid from €5/mo Visit site
3. 3 V

   Vesta Music Mastering

   Free plan Web

   Vesta offers a direct browser-based route from track upload to lossless FLAC download, with three free runs to start.

   6.5 Free plan Visit site
4. 4 L

   LUCY Catalog Suite

   Free plan AndroidiPhoneWeb
   6.4 Free plan · paid from £8/mo Visit site
5. 5 C

   CatalogIQOS

   Free plan Web
   6.3 Free plan · paid from $9/mo Visit site
6. 6 H

   Harvest Music

   Free plan MacWebWindows
   6.2 Free plan Visit site
7. 7 L

   Label Copy

   Free plan Web
   6.2 Free plan Visit site
8. 8 L

   Label Engine

   Free plan Web
   6.2 Free plan · paid from $49/mo Visit site
9. 9 V

   Vandall

   Free plan AndroidiPhoneWeb
   6.1 Free plan · paid from €4.99/mo Visit site
10. 10 R

    Release Registry

    Free plan Web
    5.9 Free plan · paid from $9/mo · 3-day trial Visit site
11. 11 R

    Reprtoir

    Free plan Web
    5.9 Free plan · paid from $49/mo · 14-day trial Visit site
12. 12 P

    Parcel Platform

    Free plan Web
    5.7 Free plan Visit site
13. 13 F

    FUGA

    Paid APIWeb

    FUGA combines digital distribution with analytics and a broad set of music services, including physical distribution.

    5.6 Pricing on request Visit site
14. 14 S

    Songbox Mastering

    Free trial Web

    Songbox Mastering provides AI adjustments and a free comparison preview before purchase.

    5.6 From $5 Visit site
15. 15 T

    TYFRA Typhon

    Free plan Web
    5.4 Free plan Visit site
16. 16 A

    ALV

    Paid Web
    5.0 From €99/mo Visit site
17. 17 B

    Blackbox RMS Label Edition

    Paid WebWindows
    5.0 From €59/mo · 14-day trial Visit site
18. 18 D

    DISCO

    Paid AndroidiPhoneWeb
    5.0 From $10.80/mo (annual) Visit site
19. 19 C

    Catalog Control

    Paid Web
    4.9 From $29/mo · 7-day trial Visit site
20. 20 W

    wavbee

    Paid Web

    wavbee offers distribution and release tools for both solo artists and label teams, with royalty shares that vary by plan.

    4.9 From $15/yr Visit site
21. 21 D

    DISPOT

    Paid Web
    4.8 From $20/yr Visit site
22. 22 D

    D Zone Digital

    Paid Web
    4.7 From ₹200/mo Visit site
23. 23 A

    Anthology

    Paid Web
    4.6 Pricing on request Visit site
24. 24 L

    LabelGrid

    Paid Web
    4.6 7-day trial Visit site
25. 25 S

    SyncCatalog

    Paid MacWebWindows
    4.6 From $599/mo · 7-day trial 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

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