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Comparison

SuperAnnotate vs Roboflow

SuperAnnotate and Roboflow both land on Depends.

SuperAnnotate versus Roboflow
CompareSuperAnnotateRoboflow
VerdictDependsDepends
Best forML teams labeling data at production scaleTeams building custom vision models
Who it's not forSmall teams labeling a few thousand images . heavy overkillOne-off projects . train one model, never return
PrivacyNo known public vulnerabilities found in the sources reviewed.⁵Trust center, SOC2/PCI claims; one high-severity vulnerability flagged in open-source inference package (Sep 2026).16
Support qualityNo usable support evidence foundNo support quality evidence in sources
Public sentimentBuyer-side reviews on G2 and AWS are broadly positive about the annotation tooling, while annotator-side Reddit and Glassdoor threads complain about the SME program's pay and recruiting.¹Beginners and small teams praise the UI and approachability, while long-time users complain the new pricing costs more for less.13
Biggest gotchaPricing is quote-based; expect enterprise negotiation, not a checkout page⁴Pricing restructured recently; legacy basic tier was $65/month . users say new plans cost more for less15

Pick SuperAnnotate when

  • ML teams labeling data at production scale
  • Enterprise AI platforms needing SOC 2 vendors
  • LLM evaluation and fine-tuning data pipelines
  • Computer vision and NLP annotation programs

When SuperAnnotate is not a fit

  • Small teams labeling a few thousand images . heavy overkill
  • Buyers wanting transparent, self-serve pricing
  • Non-ML teams; this is not a generic data tool
  • Anyone unwilling to manage enterprise contracts and onboarding

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. SuperAnnotate Reviews on G2g2.com
    review
  2. SuperAnnotate Trustpilot reviewstrustpilot.com
    review
  3. SuperAnnotate Pro . AWS Marketplaceaws.amazon.com
    official
  4. SuperAnnotate Pricingsuperannotate.com
    official
  5. SuperAnnotate Solutions . Enterprisesuperannotate.com
    security
  6. SuperAnnotate Trust Centertrust.superannotate.com
    security
  7. SuperAnnotate $36M Series B announcementsuperannotate.com
    news
  8. SuperAnnotate snags $13M to take on Scale AI . SiliconANGLEsiliconangle.com
    news
  9. Employee review: alleged non-payment . Glassdoorglassdoor.com
    review
  10. SME Careers thread in r/Scams . Redditreddit.com
    review
  11. A Comprehensive SuperAnnotate Review . Label Your Datalabelyourdata.com
    review
  12. Roboflow on G2 . 4.7 stars, 160 reviewsg2.com
    review
  13. Roboflow G2 reviewsg2.com
    review
  14. Reddit: What is the community opinion on Roboflow?reddit.com
    review
  15. Reddit: Pricing Changes . Pay More For Less?reddit.com
    review
  16. AIKIDO: High vulnerability in inferenceintel.aikido.dev
    security