vioscaleAI
Comparison

CloudFactory vs Encord

On the evidence we track, CloudFactory leads this comparison with a composite score of 54/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

CloudFactory full profile →Encord full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
★CloudFactory54
Encord43
Score
vioscaleAI score
CloudFactory54 / 100low · 46%
Encord43 / 100medium · 58%
Pricing
Free tier
CloudFactory✗
Encord✗
Model
CloudFactoryquote
Encordquote
Price level
CloudFactoryunknown
Encordunknown
Transparent
CloudFactory✗
Encord✗
Integrations
Count
CloudFactory–
Encord4
Security
Certifications
CloudFactory–
EncordSOC 2, HIPAA
Gdpr
CloudFactory✓
Encord✓
Hipaa
CloudFactory✓
Encord✓
Iso27001
CloudFactory✓
Encord–
Soc2
CloudFactory✓
Encord✓
Trust center
CloudFactory–
Encordhttps://encord.com/security/
Market
Availability
Content
Faq
CloudFactory5 items
Encord7 items

Capabilities

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

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

What each one is

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

CloudFactory

Leader

A platform for developing and deploying AI systems that perform reliably in production. It helps organizations prepare high-quality data, orchestrate models and agents, and ensure auditable AI behavior while integrating with existing infrastructure.

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.

CloudFactory

Leader
Quote-based

Custom consumption-based pricing with annual commitments; free analysis provided before purchase

as of verify ↗

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
CloudFactory✓
Encord✓
Deployment
Cloud / SaaS
CloudFactory✓
Encord✓
Self-hosted
CloudFactory✗
Encord✓
On-premise
CloudFactory✓
Encord✓

Integrations

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

CloudFactory

Leader

Not documented yet.

Encord

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

CloudFactory 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.