vioscaleAI
Comparison

Dataloop vs Encord

No leader: the top candidate Dataloop has only 0.24 confidence (low), below the 0.35 needed to declare a winner. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

Dataloop full profile →Encord full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Dataloop54
Encord43
Score
vioscaleAI score
Dataloop54 / 100low · 24%
Encord43 / 100medium · 58%
Pricing
Free tier
Dataloop–
Encord✗
Model
Dataloop–
Encordquote
Price level
Dataloop–
Encordunknown
Transparent
Dataloop–
Encord✗
Integrations
Count
Dataloop–
Encord4
Security
Certifications
Dataloop–
EncordSOC 2, HIPAA
Gdpr
Dataloop–
Encord✓
Hipaa
Dataloop–
Encord✓
Iso27001
Dataloop✓
Encord–
Soc2
Dataloop✓
Encord✓
Trust center
Market
Availability
Content
Faq
Dataloop3 items
Encord7 items

Capabilities

Feature-by-feature on the axes that matter for data labeling. “-” means undocumented, not absent.

Capabilities
Model assisted labeling
Dataloop-
Encord✓
Programmatic labeling
Dataloop✓
Encord✓
Rlhf preference data
Dataloop-
Encord✓
On prem private cloud
Dataloop-
Encord✓
Open source
Dataloop-
Encord✓
SOC2
Dataloop-
Encord✓

What each one is

The product in its own terms, so the numbers below have context.

Dataloop

An end-to-end data management platform that provides annotation tools, workflow automation, and infrastructure for preparing and monitoring AI systems in production.

Independently observed

Encord

A platform that enables teams to organize, annotate, and curate training data across multiple formats including images, video, audio, and 3D data, with built-in quality controls and production-scale workflows.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Dataloop

Pricing not documented yet.

Encord

Subscription

Contact sales for pricing. No public prices listed.

  • StarterContact sales
    • API & SDK
    • Multi-factor authentication
    • Cloud/VPC/On-prem deployments
    • Image and video annotation
    • DICOM & NIfTI support
    • +13 more
  • TeamContact sales
    • Everything in Starter, plus:
    • Data agents
    • Performance analytics
    • Model evaluation
    • Onboarding support
    • +5 more
  • EnterpriseContact sales
    • Everything in Team, plus:
    • Multiple workspaces
    • Single sign-on (SSO)
    • Enterprise SLA & support
    • VPC & on-prem deployments
    • +2 more
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Dataloop✓
Encord✓
CLI
Dataloop✓
Encord✗
Deployment
Cloud / SaaS
Dataloop–
Encord✓
Self-hosted
Dataloop–
Encord✓
On-premise
Dataloop–
Encord✓

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

Dataloop

Not documented yet.

Encord

4 total
  • AWS S3
  • Azure Data Lake Storage
  • Google Cloud Storage
  • UiPath
Independently observed
Still deciding?

Dataloop or Encord: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.