TrackTag Studio vs Cyanite: AI Music Tagging Compared
Cyanite is a subscription platform starting around €290/month. TrackTag Studio is pay-as-you-go: tag 1,000 tracks for a one-time $149 on Core, or 500 with all 35+ fields. No monthly commitment, no sales call.
| Cyanite | TrackTag Studio | |
|---|---|---|
| Pricing model | Subscription, from ~€290/mo | One-time credit packs from $20 |
| 1,000 tracks | ≥ €290 (one month minimum) | $149 one-time (Core) · $298 with all fields |
| Catalog backfill (5,000) | Months of subscription | $499 one-time (Core) |
| Unlimited plan | Custom / enterprise | $49/mo (Unlimited-BYOK) |
| Commitment | Monthly subscription | None, credits never expire |
| Metadata fields | 25+ tag classes incl. genre, mood, instruments, voice | 35+ fields incl. instruments, vocals, tempo feel |
| Exports | Platform / API | CSV, PDF, XML, JSON, TXT with field picker |
| Similarity search API | Yes | Not yet, tagging focused |
| Free tier | 5 songs / month | 20 free credits, no credit card |
REAL-TRACK CASE STUDY
Same track, both tools: a phonk test
We ran the same aggressive phonk track ("Run It Up") through TrackTag Studio and Cyanite in July 2026 and compared the raw exports. On the measurable facts the two agreed exactly: both returned 100 BPM and C minor, both placed it in the hip-hop / trap / bass-music family, and both heard the same core instrumentation. The differences showed up in the musical understanding:
| Cyanite said | TrackTag Studio said | |
|---|---|---|
| Subgenre | "trap" (50% confidence), no phonk category exists | Drift Phonk, Memphis Rap, Trap Metal: the tags sync buyers actually search |
| Mood | "uplifting, energetic, sexy", while its own valence score (0.27) says the track is dark | aggressive, dark, menacing, gritty, matching how the track actually feels |
| Vocals | Description says "female lead vocals" while its vocal model says male, an internal contradiction | male, chopped and pitched vocal samples, correct for the genre |
| Context | Segment scores flag sitar, tabla and steel drums that aren't in the track | Cowbell, Memphis-rap roots and stylistic influences identified by name |
To be fair to Cyanite: its export includes per-segment time curves and confidence values, which matter if you score scenes for sync. But for catalog tagging (the tags, moods and descriptions your tracks are found by), the pay-per-track tool read this track more accurately than the €290-per-month one.
Why teams pick TrackTag Studio
Pay only for what you tag
A one-time backfill of your catalog shouldn't require a recurring subscription. Buy a pack, tag, done.
Transparent pricing
Every price is public. Compare, buy and start in minutes: no demo, no quote, no annual contract.
Export-first workflow
CSV, PDF, XML, JSON and TXT exports with a field picker, built for music libraries and marketplaces.
When Cyanite might fit you better
Cyanite offers similarity search, playlist matching and B2B integrations used by publishers and libraries, and a subscription makes sense if you continuously ingest new music at scale and need those APIs. If your need is high-quality tagging of your existing catalog (once, or in batches), pay-as-you-go is dramatically cheaper.
Frequently asked questions
Is TrackTag Studio a good Cyanite alternative?
For AI music tagging, yes. TrackTag Studio auto-tags BPM, key, genre, moods, instruments, energy, vocals and keywords (35+ fields per track) with one-time credit packs from $20, while Cyanite is a subscription platform starting around €290/month.
How much does Cyanite cost compared to TrackTag?
Cyanite's API starts at €290/month plus a one-time tagging fee per track, with larger catalogs priced by quote (October 2026). TrackTag Studio is pay-as-you-go: 1,000 tracks for $149 or 5,000 for $499 on Core (1 credit per track, 9 fields), one-time, with credits that never expire. Ultra returns all 35+ fields for 2 credits per track, so $149 covers 500 fully tagged tracks.
Do I need a subscription to use TrackTag Studio?
No. Credit packs are one-time purchases. The only subscription is the optional Studio Unlimited-BYOK plan ($49/month) for unlimited tagging with your own Gemini API key.
What metadata does TrackTag Studio generate?
BPM, musical key, genre and sub-genre, moods, instruments, energy, vocals, tempo feel, searchable keyword tags, descriptions and more, exportable as CSV, PDF, XML, JSON or TXT.
Tag your catalog for a fraction of the price
Transparent pricing, no demo calls, credits never expire.
Open TrackTag Studio →Music tagging & metadata guides →·Blog →
Competitor pricing based on Cyanite's public pricing pages as of October 2026. Prices and plans may change; verify current pricing with each vendor. Cyanite is a trademark of its respective owner; TrackTag is not affiliated with Cyanite.