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CVAT vs Encord: 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 6/9
Rating
—
Reviews
0
From
Free

in Data Labeling

Encord
Encord
Rating
—
Reviews
0
From
Custom

in Data Labeling

Jump to scorecard Ask SIA

The Short Answer

CVAT vs Encord, 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
  • You want deeper AI and automation features

Choose Encord if…

  • You need the broader feature set

Head-to-Head Scorecard

How CVAT and Encord score

CVAT leads on 6 of 9 measured dimensions.

  • Customer Rating

    Average score from verified user reviews

    Even
    CVAT
    No reviews
    Encord
    No reviews

  • Review Volume

    Number of verified reviews — a proxy for adoption

    Even
    CVAT
    0
    Encord
    0

  • Entry Pricing

    Lowest published starting price (free plan = lowest)

    CVAT
    CVAT
    Free
    Encord
    Custom

  • Free Access

    Availability of a free plan and/or free trial

    CVAT
    CVAT
    Free plan
    Encord
    Paid only

  • Integrations

    Number of listed third-party integrations

    CVAT
    CVAT
    3
    Encord
    0

  • Features

    Number of listed product capabilities

    Encord
    CVAT
    8
    Encord
    10

  • AI Features

    Capabilities mentioning AI, automation or ML

    CVAT
    CVAT
    1
    Encord
    —

  • Security & Compliance

    Number of listed compliance certifications

    CVAT
    CVAT
    3
    Encord
    —

  • Platforms & Deployment

    Supported platforms and deployment options

    CVAT
    CVAT
    5
    Encord
    4

Feature Comparison

CVAT vs Encord feature breakdown

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

CVAT
Encord
Overview
User rating
—
—
Pricing model
Freemium
Custom
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
Image & video annotationMultimodal data labelingModel-assisted labelingData curation & managementAnnotation quality controlDataset versioning+4
AI features
AI-assisted labeling (SAM 2, Ultralytics, Hugging Face)
—
Integrations & API
Integrations
SAM 2UltralyticsHugging Face
—
Public API
Platforms
Deployment
CloudSelf-HostedOpen Source
CloudSaaS
Platforms
WebAPI
WebAPI
Mobile support
Security & Compliance
Compliance
GDPRCCPAEU AI Act
—
Vendor
Company
—
—
Verified
Founded
—
—
Headquarters
—
—

Pricing Comparison

CVAT vs Encord 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

Encord

Custom to start

No published plan tiers — contact the vendor for a quote.

Total cost of ownership factors

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

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

Pros & Cons

CVAT vs Encord: strengths and trade-offs

CVAT

Pros

  • Free plan available
  • Broad integration ecosystem (3)
  • Compliance: GDPR, CCPA, EU AI Act
  • Stronger AI / automation features
  • Public API available

Cons

    Encord

    Pros

    • Public API available

    Cons

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

    Buyer Fit

    Who should use CVAT vs Encord?

    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

    CVAT

    CVAT leads on compliance and breadth for complex needs.

    Ecommerce

    CVAT

    CVAT integrates with more of the commerce stack.

    SaaS companies

    CVAT

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

    Integration overlap

    Only in CVAT (3)

    SAM 2UltralyticsHugging Face

    Only in Encord (0)

    Ask SIA which solution fits your business

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

    Get a personalised recommendation

    CVAT vs Encord — Frequently Asked Questions

    What is the difference between CVAT and Encord?

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

    Which is better, CVAT or Encord?

    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 Encord?

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

    Does CVAT or Encord have a free plan?

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

    Can I switch from CVAT to Encord?

    Switching between CVAT and Encord 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 Encord?

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

    Our Verdict

    The bottom line on CVAT vs Encord

    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

    CVAT

    CVAT leads on compliance and feature breadth.

    Best Value

    CVAT

    CVAT delivers the lowest cost to get started.

    Best AI Features

    CVAT

    CVAT ships more AI and automation.

    Highest Rated

    Either

    Both earn equal user ratings.

    Ready to decide between CVAT and Encord?

    Visit CVAT Visit Encord Ask SIA
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