vioscale
Comparison

CVAT vs SuperAnnotate

No leader: the top candidate CVAT has only 0.26 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.

CVAT full profile →SuperAnnotate full profile →
Machine formatsJSONMarkdownGraphQLor send Accept: application/json
CVAT69
SuperAnnotate29
Score
Vioscale score
CVAT69 / 100low · 26%
SuperAnnotate29 / 100low · 30%
Pricing
Free tier
CVAT✓
SuperAnnotate✗
Model
CVATfreemium
SuperAnnotatecommercial
Price level
CVATlow
SuperAnnotateunknown
Transparent
CVAT✓
SuperAnnotate✗
Integrations
Count
CVAT14
SuperAnnotate2
Security
Gdpr
CVAT✓
SuperAnnotate✓
Iso27001
CVAT–
SuperAnnotate✓
Soc2
CVAT–
SuperAnnotate✓
Market
Availability

Capabilities

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

Capabilities
Model assisted labeling
CVAT-
SuperAnnotate-
Programmatic labeling
CVAT-
SuperAnnotate-
Rlhf preference data
CVAT-
SuperAnnotate-
On prem private cloud
CVAT-
SuperAnnotate-
Open source
CVAT-
SuperAnnotate-
SOC2
CVAT-
SuperAnnotate-

What each one is

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

CVAT

A data annotation platform for converting visual data into labeled datasets for machine learning, available as open-source, cloud-hosted, or through managed annotation services.

Independently observed

SuperAnnotate

A platform that combines AI-powered annotation tools, data management capabilities, and human expertise to help ML teams produce accurate training datasets. Supports multimodal data (text, image, video, audio) with workflow automation, quality assurance, and project management features.

Independently observed

Pricing

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

CVAT

HybridFree tier

Free tier available. Paid CVAT Online plans (Solo, Team). Custom annotation services from $5,000.

  • FreeFree
    • Basic annotation tools
    • CVAT Online access
  • Solo-
  • Team-
  • Enterprise (Self-Hosted)Contact sales
    • SSO
    • RBAC
    • Enterprise support
    • On-premise deployment
    • Air-gapped deployment
  • One-Time Annotation ProjectContact sales
  • Subscription Annotation ServiceContact sales
as of verify ↗

SuperAnnotate

Hybrid

Contact sales for pricing details

  • Starter-
    • Image, video, text, and audio editors
    • Data curation and exploration
    • Analytics and insights
    • Team and project management
    • Platform onboarding
  • EnterpriseContact sales
    • Fully customizable multimodal editor
    • Advanced analytics and insights
    • Dedicated solutions engineer
    • AI DataOps consulting
    • SSO
    • +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
CVAT✓
SuperAnnotate✓
Linux
CVAT✓
SuperAnnotate✗
CLI
CVAT✓
SuperAnnotate✗
Deployment
Cloud / SaaS
CVAT✓
SuperAnnotate✓
Self-hosted
CVAT✓
SuperAnnotate✗
On-premise
CVAT✓
SuperAnnotate✗
Hybrid
CVAT✓
SuperAnnotate✗
Air-gapped
CVAT✓
SuperAnnotate✗

Integrations

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

CVAT

14 total
  • Roboflow
  • Backblaze B2
  • AWS S3
  • Microsoft Azure
  • Google Cloud Storage
  • Grafana
  • SAM 2
  • SAM 3
  • Nuclio
  • COCO
  • YOLO
  • Pascal VOC
  • KITTI
  • MOT
Independently observed

SuperAnnotate

2 total
  • Databricks
  • Meta AI Segment Anything Model
Independently observed

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