CVAT
data-labeling
Leading open-source annotation platform for image, video, and 3D vision
Pricing
Free plan
Rating
—
Votes
0
Head-to-head comparison
CVAT vs Encord
Compare CVAT and Encord side by side across pricing, features, ratings, pros, cons, best-fit use cases, and alternatives.
Encord
data-labeling
Data platform for annotating and curating multimodal data for AI
Pricing
Paid
Rating
—
Votes
0
Feature comparison
Feature
CVAT
Encord
Category
data-labeling
data-labeling
Pricing
Free plan
Paid
Free plan
API access
Mobile app
Browser extension
Team collaboration
Custom training
Self-hosted option
Offline mode
Multi-language support
CVAT pros and cons
Free and open source (MIT) self-hosted
Supports 2D and 3D annotation tasks
AI-assisted labeling speeds work
Built-in QA, collaboration, and analytics
Self-hosting requires setup and maintenance
UI can be complex for beginners
Focused on vision, not text/audio
Encord pros and cons
Handles complex modalities (video, DICOM, LiDAR, audio)
Strong focus on high-stakes 'physical AI' domains
Integrated curation, annotation, and evaluation
Model-assisted labeling to speed annotation
Enterprise/sales-led with limited public pricing
No permanent free plan
No self-hosted deployment option
Which one should you choose?
Best overall signal
CVAT
Selected using Toolglade popularity signals such as views and votes.
Best value signal
CVAT
Selected using free-plan availability and engagement signals.
Best for
CVAT
- Image and video annotation
- 3D/LiDAR labeling
- Computer-vision datasets
- Computer-vision teams
- ML data ops
Encord
- Annotating video and complex imagery
- Medical imaging (DICOM) labeling
- Robotics and physical-AI data
- Curating large multimodal datasets
- Computer vision and video AI teams
FAQ
Is CVAT better than Encord?
It depends on your use case. Compare category fit, pricing, feature availability, and ratings before choosing.
Which tool has a free plan?
CVAT and Encord may not offer a free plan based on current Toolglade data.