Labellerr vs CVAT: Which is Better in 2026?
Choosing between Labellerr and CVAT 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:
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.
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.
| At a Glance |  Labellerr |  CVAT |
|---|---|---|
Starts at | $499/mo/moPro Plan | $33/month/moSolo Monthly |
Best For | AI Data Labeling | AI Data Labeling |
Rating | - | - |
Choose Labellerr or CVAT?
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.
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.
| Feature | Labellerr | CVAT |
|---|---|---|
| Pricing Model | Freemium | Freemium |
| User Rating | ★4.7/5 38 reviews | ★4.6/5 19 reviews |
| Categories | AI Data LabelingDeveloper Tools | AI Data LabelingDeveloper Tools |
In-Depth Analysis
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
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
Pricing: Labellerr vs CVAT
| Plan | Labellerr | CVAT |
|---|---|---|
| Tier 1 | Free Researcher Plan | Free Free |
| Tier 2 | $499/mo Pro Plan | $33/month Solo Monthly |
| Tier 3 | Custom Enterprise Plan | $23/month Solo Yearly |
| Tier 4 | N/A | $66/month Team Monthly (Small team) |
| Tier 5 | N/A | $46/month Team Yearly (Small team) |
| Tier 6 | N/A | $33/per user Team Monthly (Regular team) |
| Tier 7 | N/A | $23/per user Team Yearly (Regular team) |
| Tier 8 | N/A | $33/per user Team Monthly (Large team) |
| Tier 9 | N/A | $23/per user Team Yearly (Large team) |
| Tier 10 | N/A | Starting at $12,000 per year CVAT for Enterprises |
Pricing verified from each vendor's public pricing page. Compare in detail on Labellerr pricing and CVAT pricing.
Who Should Use What?
On a budget?
Both are freemium. Compare plans on their websites.
Go with: Labellerr
Want the highest-rated option?
Neither has user reviews yet.
Go with: Labellerr
Value user reviews?
Neither has user reviews yet.
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?
Neither has user reviews yet.
Key Takeaways
Labellerr
- Higher user rating: 4.7/5 vs 4.6/5
- Larger review base (38 reviews)
- Free tier available
- Our pick for this comparison
CVAT
- Choose if you want the industry-leading open data annotation platform for machine learning
The Bottom Line
Labellerr is our pick.
Frequently Asked Questions
Is Labellerr or CVAT better?
Labellerr is rated in our evaluation. Both are freemium.
What are Labellerr and CVAT used for?
Labellerr: Accelerate AI model development with high-quality, automated data labeling and annotation for various data types.. CVAT: The industry-leading open data annotation platform for machine learning..
What does Labellerr cost vs CVAT?
Labellerr is freemium (free tier + paid plans). CVAT is freemium (free tier + paid plans). Visit their websites for detailed pricing.