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 Labelbox
Compare CVAT and Labelbox side by side across pricing, features, ratings, pros, cons, best-fit use cases, and alternatives.
Labelbox
data-labeling
Data-labeling platform and on-demand labeling services for AI
Pricing
Free plan
Rating
—
Votes
0
Feature comparison
Feature
CVAT
Labelbox
Category
data-labeling
data-labeling
Pricing
Free plan
Free plan
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
Labelbox pros and cons
Mature, enterprise-grade multi-modal platform
Optional on-demand human labeling workforce
Model-assisted labeling speeds annotation
Strong quality-control and workflow tooling
Usage-based (LBU) pricing can be hard to forecast
Volume and human-data services are sales-led
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
Labelbox
- Labeling image, video, and text data
- On-demand human labeling at scale
- Building RLHF and preference data
- Curating and evaluating training data
- Enterprises with ongoing labeling needs
FAQ
Is CVAT better than Labelbox?
It depends on your use case. Compare category fit, pricing, feature availability, and ratings before choosing.
Which tool has a free plan?
CVAT and Labelbox offer a free plan based on current Toolglade data.