kitio.aiLabel Studio vs CVAT
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Label Studio starts at See pricing page and CVAT starts at $33/mo. Check both pricing pages for current plans.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Configurable labeling templates
- Multi-data-type support
- ML backend pre-labeling
- Reviewer workflows
- LLM evaluation templates
- Image and video annotation
- AI auto-annotation
- Object tracking
- Many export formats
- Cloud or self-hosted
| Feature | Label Studio | CVAT |
|---|---|---|
| Best for | Open-source data labeling tool for any data type | Open-source annotation tool for images and video |
| Category | Data & analytics | Data & analytics |
| Pricing model | Freemium | Freemium |
| Starting price | See pricing page | $33/mo |
| Free plan | Yes | Yes |
| Made by | HumanSignal | CVAT.ai |
| Based in | United States | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Label Studio starts at See pricing page and CVAT starts at $33/mo. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
4 plans
Free
Free
- No credit card required
- Limited AI tool calls
Solo
$33/mo
- Personal workspace only
- Unlimited plan for one labeler
Team
$33/mo
- Per user
- For growing teams
- Hugging Face and Roboflow integrations
Enterprise
Contact sales
- On-prem or private cloud
- Advanced security
- Dedicated support
Prices in USD, checked Oct 28, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Label Studio
- Free and open source
- Very flexible templates
- Large community
- Team features need enterprise plan
- Self-hosting requires upkeep
CVAT
- Free self-hosted version
- Strong video tools
- Supports many formats
- Interface feels technical
- Limited to visual data
Which one should you choose?
Choose Label Studio if you want:
- Free and open source
- Very flexible templates
- Large community
Watch out: team features need enterprise plan.
Choose CVAT if you want:
- Free self-hosted version
- Strong video tools
- Supports many formats
Watch out: interface feels technical.
Label Studio vs CVAT FAQ
What is the difference between Label Studio and CVAT?
Label Studio: Open-source data labeling tool for any data type. CVAT: Open-source annotation tool for images and video. Both are data & analytics tools.
Is Label Studio or CVAT cheaper?
Label Studio starts at See pricing page and CVAT starts at $33/mo. Check both pricing pages for current plans.
Do Label Studio and CVAT have free plans?
Label Studio: Yes. CVAT: Yes.
Who makes Label Studio?
Label Studio is made by HumanSignal, based in United States.
Who makes CVAT?
CVAT is made by CVAT.ai.
Which should I choose, Label Studio or CVAT?
Choose Label Studio if you value free and open source and very flexible templates. Choose CVAT if you value free self-hosted version and strong video tools.