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Roboflow Universe vs TensorFeed

Same instrument, two spec sheets — measured, not claimed.

APIRoboflow UniverseDEAD0TensorFeedHEALTHY97
Uptime · 30d
Uptime · 90d0.0%100%
Uptime · 30d0.0%100%
P50 · ms—306
P95 · ms—752
AuthapiKeynone
CORSnoyes
HTTPSyesyes
Card requirednono
Commercial useunclearunclear
Data licenseUnverifiedUnverified
Free tierFree tier — API key requiredFree — no key (static JSON feed endpoints)
Rate limitUnpublished120 req/window · 119 remaining · resets 60
In directory since2026-07-052026-07-05
operationalpartialdownno data

Roboflow Universe vs TensorFeed: common questions

Which is more reliable, Roboflow Universe or TensorFeed?

On our scheduled checks, TensorFeed leads on measured uptime — Roboflow Universe at 0.0% versus TensorFeed at 100% over 90 days. These are our own probe results, not provider claims; the uptime bars above show the day-by-day record for both.

Do Roboflow Universe and TensorFeed need an API key?

TensorFeed needs no key, while Roboflow Universe requires a free API key. If you want to start calling without signup, reach for TensorFeed first.

Can I call Roboflow Universe and TensorFeed from the browser?

Only TensorFeed is browser-friendly — it returns CORS headers over HTTPS. Roboflow Universe needs a server-side call or proxy, so factor that into which one fits a front-end project.

Are Roboflow Universe and TensorFeed free for commercial use?

Roboflow Universe has unclear commercial terms, and TensorFeed has unclear commercial terms. We track service terms and the data license as separate fields — see the Commercial use and Data license rows above, and confirm both before shipping either in a paid product.