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Encord vs Scale AI

A side-by-side comparison of Encord and Scale AI, drawn from Ignaite's continuously-verified listings.

Compared from listings verified as of

Encord

Vision

Data platform to curate, label, and manage AI training data.

View Encord

Scale AI

Data Ops

Training data, evaluations, and enterprise GenAI from the data-labeling giant.

View Scale AI

At a glance

Feature comparison of Encord and Scale AI
AttributeEncordScale AI
Category (differs)VisionData Ops
PricingPAIDPAID
LicenseProprietaryProprietary
Deployment (differs)HybridCloud
PlatformsWeb, APIWeb, API
Model support (differs)Multi-modelModel-agnostic
Vendor (differs)EncordScale AI

The honest brief

Encord

Labels DICOM, NIfTI, LiDAR and SAR alongside images/video — built for regulated medical and physical-world AI.

  • DICOM/NIfTI/point-cloud support
  • HIPAA/SOC 2 for regulated data
  • Annotate + curate + index in one
  • Model-assisted labeling (SAM, GPT-4o)
  • Enterprise pricing, no free tier
  • Heavier than lightweight labelers
  • Onboarding/setup overhead
  • Overkill for simple image tasks

Scale AI

Human-data operations at a scale smaller labeling platforms can't staff — expert annotator networks serving frontier-lab RLHF and eval pipelines.

  • Frontier-scale human data ops
  • Expert annotator network
  • Evaluation leaderboards
  • Public-sector offerings (Donovan)
  • Enterprise sales, no public pricing
  • Meta stake raised neutrality concerns
  • Some labs cut engagements post-deal
Encord detailsScale AI details