CVAT vs Labellerr: Which is Better in 2026?
Choosing between CVAT and Labellerr comes down to understanding what each tool does best. This comparison breaks down the key differences so you can make an informed decision based on your specific needs, not marketing claims.
Short on time? Here's the quick answer
We've tested both tools. Here's who should pick what:
CVAT
The industry-leading open data annotation platform for machine learning.
Best for you if:
- • Open-source data annotation platform for images, videos, and 3D.
- • Accelerates annotation with AI-powered auto-annotation and algorithmic assistance.
Labellerr
Accelerate AI model development with high-quality, automated data labeling and annotation for various data types.
Best for you if:
- • Provides automated and model-assisted data labeling for various data types.
- • Accelerates AI model development with high-quality, 99% accurate labels.
| At a Glance |  CVAT |  Labellerr |
|---|---|---|
Starts at | FreeFree tier available | FreeFree tier available |
Best For | AI Data Labeling | AI Data Labeling |
Rating | 4.6/5 | 4.7/5 |
Free plan | Yes | Yes |
Choose CVAT or Labellerr?
Choose CVAT if
The industry-leading open data annotation platform for machine learning.
- Accelerates data annotation up to 10x with AI tools.
- Supports a wide range of data types (images, videos, 3D) and annotation tools.
- Offers flexible deployment options including free community version, online plans, and self-hosted enterprise solutions.
Choose Labellerr if
Accelerate AI model development with high-quality, automated data labeling and annotation for various data types.
- Significantly reduces time and cost for data preparation and AI model development.
- Achieves high accuracy (99%) in data labeling.
- Supports a broad range of data types and annotation techniques.
| Feature | CVAT | Labellerr |
|---|---|---|
| Pricing Model | Freemium | Freemium |
| User Rating | ★4.6/5 19 reviews | ★4.7/5 38 reviews |
| Categories | AI Data LabelingDeveloper Tools | AI Data LabelingDeveloper Tools |
In-Depth Analysis
CVAT
The industry-leading open data annotation platform for machine learning.
Strengths
- +Accelerates data annotation up to 10x with AI tools.
- +Supports a wide range of data types (images, videos, 3D) and annotation tools.
- +Offers flexible deployment options including free community version, online plans, and self-hosted enterprise solutions.
- +Provides robust quality control and analytics for managing annotation projects.
- +Integrates with popular cloud storage providers and AI model hubs.
Weaknesses
- -Free plan has significant limitations on project, task, and storage capacity.
- -Enterprise features like advanced security and customization come at a high annual cost.
- -Some advanced features like SSO and audit logs are only available for annual or enterprise plans.
Key features
Value 85/100. CVAT's pricing is fair, offering a generous Free tier for individuals and a clear progression for teams.
Watch out: External AI agent calls limited across all tiers
Labellerr
Accelerate AI model development with high-quality, automated data labeling and annotation for various data types.
Strengths
- +Significantly reduces time and cost for data preparation and AI model development.
- +Achieves high accuracy (99%) in data labeling.
- +Supports a broad range of data types and annotation techniques.
- +Offers robust security and flexible hosting options.
- +Provides comprehensive project management and analytics for quality control.
Weaknesses
- -Specific details on the extent of customization for custom export formats are not explicitly detailed.
- -The free plan has limitations on data credits and seats, suitable mainly for researchers or small projects.
- -Advanced features like IP Whitelisting and Whitelabeling are only available in the Enterprise plan.
Key features
Value 85/100. The Researcher Plan is very generous, offering substantial features for free, making it highly accessible for individual users.
Watch out: Extra data credits on Pro Plan
Pricing: CVAT vs Labellerr
| Plan | CVAT | Labellerr |
|---|---|---|
| Tier 1 | Free Free | Free Researcher Plan |
| Tier 2 | $33/month Solo Monthly | $499/mo Pro Plan |
| Tier 3 | $23/month Solo Yearly | Custom Enterprise Plan |
| Tier 4 | $66/month Team Monthly (Small team) | N/A |
| Tier 5 | $46/month Team Yearly (Small team) | N/A |
| Tier 6 | $33/per user Team Monthly (Regular team) | N/A |
| Tier 7 | $23/per user Team Yearly (Regular team) | N/A |
| Tier 8 | $33/per user Team Monthly (Large team) | N/A |
| Tier 9 | $23/per user Team Yearly (Large team) | N/A |
| Tier 10 | Starting at $12,000 per year CVAT for Enterprises | N/A |
Pricing verified from each vendor's public pricing page. Compare in detail on CVAT pricing and Labellerr pricing.
Who Should Use What?
On a budget?
Both are freemium. Compare plans on their websites.
Go with: CVAT
Want the highest-rated option?
CVAT: 4.6/5 (19 reviews). Labellerr: 4.7/5 (38 reviews).
Go with: Labellerr
Value user reviews?
CVAT: 19 reviews (4.6/5). Labellerr: 38 reviews (4.7/5).
Go with: Labellerr
3 Questions to Help You Decide
What's your budget?
Both are freemium. Pricing won't help you decide here.
What's your use case?
Both are ai data labeling tools. Compare their specific features to decide.
How important are ratings?
Labellerr is rated higher: 4.7/5 vs 4.6/5.
Key Takeaways
CVAT
- Free tier available
- Our pick for this comparison
Labellerr
- Higher user rating: 4.7/5 vs 4.6/5
- Larger review base (38 reviews)
The Bottom Line
CVAT is our pick.
Frequently Asked Questions
Is CVAT or Labellerr better?
CVAT is rated in our evaluation. Both are freemium.
What are CVAT and Labellerr used for?
CVAT: The industry-leading open data annotation platform for machine learning.. Labellerr: Accelerate AI model development with high-quality, automated data labeling and annotation for various data types..
What does CVAT cost vs Labellerr?
CVAT is freemium (free tier + paid plans). Labellerr is freemium (free tier + paid plans). Visit their websites for detailed pricing.