shouldiuse.io

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Comparison

Roboflow vs Scale AI

Pick Roboflow when

  • Teams building custom vision models
  • Developers wanting hosted inference APIs
  • Image/video dataset labeling
  • Regulated industries needing SOC2

When Roboflow is not a fit

  • One-off projects . train one model, never return
  • Tight budgets; Label Studio is free and open-source
  • Non-vision workloads . strictly image/video tooling
  • Anyone needing proven support SLAs . no evidence found

Sources

  1. Roboflow on G2 . 4.7 stars, 160 reviewsg2.com
    review
  2. Roboflow G2 reviewsg2.com
    review
  3. Reddit: What is the community opinion on Roboflow?reddit.com
    review
  4. Reddit: Pricing Changes . Pay More For Less?reddit.com
    review
  5. AIKIDO: High vulnerability in inferenceintel.aikido.dev
    security
  6. GitHub: Exposed API key in commitgithub.com
    security
  7. GitHub: idna pin blocks CVE fixesgithub.com
    security
  8. Roboflow Trust Centersecurity.roboflow.com
    security
  9. Roboflow Pricingroboflow.com
    official
  10. Roboflow Credits (usage-based pricing)roboflow.com
    official
  11. Roboflow raised $40M Series Bblog.roboflow.com
    news
  12. Roboflow funding details . $145.35M raisedforgeglobal.com
    news
  13. BNSF case studyroboflow.com
    official
  14. Roboflow careers . 1M+ developersroboflow.com
    official