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CVAT vs SuperAnnotate: Which Data Labeling Is Better in 2026?

Compare pricing, features, integrations, verified reviews, AI capabilities, security, and customer satisfaction, side by side, with no marketing spin.

CVAT
CVAT
Leads 4/9
Rating
,
Reviews
0
From
Free

in Data Labeling

SuperAnnotate
SuperAnnotate
Rating
,
Reviews
0
From
Custom

in Data Labeling

Jump to scorecard Ask SIA

The Short Answer

CVAT vs SuperAnnotate, in 15 seconds

Choose CVAT if…

  • You want the lower entry price
  • You need a genuinely free plan
  • You depend on a broad integration ecosystem

Choose SuperAnnotate if…

  • You have strict security & compliance needs

Head-to-Head Scorecard

How CVAT and SuperAnnotate score

CVAT leads on 4 of 9 measured dimensions.

  • Customer Rating

    Average score from verified user reviews

    Even
    CVAT
    No reviews
    SuperAnnotate
    No reviews

  • Review Volume

    Number of verified reviews, a proxy for adoption

    Even
    CVAT
    0
    SuperAnnotate
    0

  • Entry Pricing

    Lowest published starting price (free plan = lowest)

    CVAT
    CVAT
    Free
    SuperAnnotate
    Custom

  • Free Access

    Availability of a free plan and/or free trial

    CVAT
    CVAT
    Free plan
    SuperAnnotate
    Paid only

  • Integrations

    Number of listed third-party integrations

    CVAT
    CVAT
    8
    SuperAnnotate
    5

  • Features

    Number of listed product capabilities

    Even
    CVAT
    8
    SuperAnnotate
    8

  • AI Features

    Capabilities mentioning AI, automation or ML

    Even
    CVAT
    1
    SuperAnnotate
    1

  • Security & Compliance

    Number of listed compliance certifications

    SuperAnnotate
    CVAT
    3
    SuperAnnotate
    5

  • Platforms & Deployment

    Supported platforms and deployment options

    CVAT
    CVAT
    5
    SuperAnnotate
    4

Feature Comparison

CVAT vs SuperAnnotate feature breakdown

Search or filter the full feature matrix, core features, AI, integrations, APIs, security and compliance.

CVAT
SuperAnnotate
Overview
User rating
,
,
Pricing model
Freemium
Custom Quote
Starting price
Free
Custom
Free version
Free trial
Features
Key capabilities
Multi-format annotation (boxes, polygons, masks, keypoints)Video object tracking3D point cloud labelingAI-assisted labeling (SAM 2, Ultralytics, Hugging Face)Quality control (validation & consensus)Export in 20+ formats (COCO, YOLO, KITTI)+2
Custom multimodal annotation formsMulti-layer workflows & expert reviewAI & agent evaluationRLHF, SFT, RAG & agentic workflowsReal-time analytics & quality trackingCloud integrations (AWS, GCP, Databricks)+2
AI features
AI-assisted labeling (SAM 2, Ultralytics, Hugging Face)
AI & agent evaluation
Integrations & API
Integrations
SAM 2UltralyticsHugging FaceAWS S3Google Cloud StorageAzure Blob+2
AWSGoogle CloudDatabricksSnowflakeNVIDIA
Public API
Platforms
Deployment
CloudSelf-HostedOpen Source
CloudSaaS
Platforms
WebAPI
WebAPI
Mobile support
Security & Compliance
Compliance
GDPRCCPAEU AI Act
SOC 2 Type IIISO 27001GDPRCCPAHIPAA
Vendor
Company
,
,
Verified
Founded
2017
2018
Headquarters
,
San Francisco, California, USA

Pricing Comparison

CVAT vs SuperAnnotate pricing

Entry pricing, plan tiers and the cost factors that shape total cost of ownership.

CVAT

Free to start
FreeFree
  • Core annotation tools
  • Open-source self-hosting
  • Community support
TeamCustom
  • Cloud collaboration
  • AI-assisted labeling
  • Quality control
EnterpriseCustom
  • On-prem deployment
  • SSO & audit logging
  • Managed annotation services

SuperAnnotate

Custom to start
CustomCustom
  • Multimodal annotation & review
  • AI & agent evaluation
  • RLHF/SFT/RAG workflows
  • Expert teams & enterprise security

Total cost of ownership factors

Free planCVAT SuperAnnotate
Free trial to evaluateCVAT SuperAnnotate
Transparent published pricingCVAT SuperAnnotate
Public API (build vs. buy add-ons)CVAT SuperAnnotate

Beyond list price, factor in implementation, training, add-ons and per-seat scaling when estimating total cost of ownership.

Pros & Cons

CVAT vs SuperAnnotate: strengths and trade-offs

CVAT

Pros

  • Free plan available
  • Broad integration ecosystem (8)
  • Compliance: GDPR, CCPA, EU AI Act
  • Public API available

Cons

    SuperAnnotate

    Pros

    • Compliance: SOC 2 Type II, ISO 27001, GDPR
    • Public API available

    Cons

    • No free plan
    • No free trial
    • Pricing is quote-based (less transparent)
    • Fewer native integrations than the alternative

    Buyer Fit

    Who should use CVAT vs SuperAnnotate?

    Startups

    CVAT

    CVAT keeps early-stage costs lowest with its entry tier.

    Small businesses

    CVAT

    CVAT offers the most accessible pricing for lean teams.

    Agencies

    CVAT

    CVAT connects to more tools for multi-client workflows.

    Enterprises

    SuperAnnotate

    SuperAnnotate leads on compliance and breadth for complex needs.

    Ecommerce

    CVAT

    CVAT integrates with more of the commerce stack.

    SaaS companies

    Either

    Either is the more developer- and automation-friendly choice.

    Integration overlap

    Only in CVAT (8)

    SAM 2UltralyticsHugging FaceAWS S3Google Cloud StorageAzure BlobPython SDKREST APIs

    Only in SuperAnnotate (5)

    AWSGoogle CloudDatabricksSnowflakeNVIDIA

    Keep Exploring

    Other alternatives worth considering

    Similar data labeling products buyers compare alongside CVAT and SuperAnnotate.

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    Dataloop

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    Kili Technology

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    Appen

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    Sama

    Sama

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    Datasaur

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    More CVAT alternatives →More SuperAnnotate alternatives →

    Ask SIA which solution fits your business

    SIA, Saaskart's AI buying assistant, weighs CVAT and SuperAnnotate against your team size, budget, integrations and compliance needs, then recommends the right fit and the questions to ask each vendor.

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    CVAT vs SuperAnnotate, Frequently Asked Questions

    What is the difference between CVAT and SuperAnnotate?

    CVAT and SuperAnnotate are both Data Labeling solutions. CVAT is rated 0.0/5 by 0 users, while SuperAnnotate is rated 0.0/5 by 0 users. The main differences lie in pricing, features, and target audience.

    Which is better, CVAT or SuperAnnotate?

    Based on user ratings, CVAT scores higher at 0.0/5. The best choice depends on your team size, budget, and specific requirements.

    Which is cheaper, CVAT or SuperAnnotate?

    CVAT is the more affordable option with a free plan available.

    Does CVAT or SuperAnnotate have a free plan?

    CVAT offers a free plan. SuperAnnotate does not have a free tier but offers paid plans.

    Can I switch from CVAT to SuperAnnotate?

    Switching between CVAT and SuperAnnotate is possible. Both support data export. Check integration compatibility and plan for data migration to minimise disruption to your team.

    Who should use CVAT vs SuperAnnotate?

    CVAT is best suited for teams that prioritise enterprise features. SuperAnnotate works well for teams needing advanced capabilities.

    Our Verdict

    The bottom line on CVAT vs SuperAnnotate

    Best Overall

    Either

    It's a tie balances user satisfaction and proven adoption.

    Best for Startups

    CVAT

    CVAT has the friendliest entry point for new teams.

    Best for Enterprise

    SuperAnnotate

    SuperAnnotate leads on compliance and feature breadth.

    Best Value

    CVAT

    CVAT delivers the lowest cost to get started.

    Best AI Features

    Either

    Comparable AI capabilities on both sides.

    Highest Rated

    Either

    Both earn equal user ratings.

    Ready to decide between CVAT and SuperAnnotate?

    Visit CVAT Visit SuperAnnotate Ask SIA
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