Comparison

Labelbox vs Roboflow

Labelbox and Roboflow both land on Depends.

Labelbox

Depends

Confidence: Medium

Buy if you run a serious ML operation needing scaled labeling, RLHF, and eval pipelines with enterprise budget.

Depends

Confidence: Medium

Buy if your team continuously builds, labels, or deploys computer vision models and wants one hosted platform.

Labelbox versus Roboflow
Compare	Labelbox	Roboflow
Verdict	Depends	Depends
Best for	ML teams labeling at scale	Teams building custom vision models
Who it's not for	Solo devs labeling a few hundred images	One-off projects . train one model, never return
Privacy	ISO 27001:2022 certified; no public breaches found in sources reviewed; one third-party index grades data safety 'D'.^⁶	Trust center, SOC2/PCI claims; one high-severity vulnerability flagged in open-source inference package (Sep 2026).¹⁵
Support quality	Support docs exist; no strong review evidence	No support quality evidence in sources
Public sentiment	G2 users praise the interface and feature depth, while pricing complaints and freelancer payment disputes recur across review sites.^¹	Beginners and small teams praise the UI and approachability, while long-time users complain the new pricing costs more for less.¹²
Biggest gotcha	LBU consumption billing means costs scale with usage; heavy labeling can spike invoices fast.^⁴	Pricing restructured recently; legacy basic tier was $65/month . users say new plans cost more for less¹⁴