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Data Labeling Software
CVAT.ai
Labelbox
CVAT.ai-vs-Labelbox
Compare CVAT.ai and Labelbox
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Data Labeling
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Small-Business Reviewers
Mid-Market Reviewers
Large Enterprise Reviewers
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Roboflow
4.8/5
(138)
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At a Glance
Pricing
Ratings
Features
Reviews
Alternatives
Discussions
Add Product
CVAT.ai
(19)
4.6
out of
5
CVAT.ai
By
CVAT.ai
Labelbox
(47)
4.5
out of
5
Labelbox
By
Labelbox
At a Glance
Star Rating
(19)
4.6
out of
5
(47)
4.5
out of
5
Market Segments
Small-Business (57.9% of reviews)
Information
Small-Business (46.8% of reviews)
Information
Pros & Cons
Annotation Efficiency
(7)
Ease of Use
(4)
Difficult Learning
(2)
Complexity
(1)
Ease of Use
(9)
Data Labeling
(6)
Lack of Features
(3)
Slow Performance
(3)
Entry-Level Pricing
No pricing available
No pricing available
CVAT.ai
Star Rating
(19)
4.6
out of
5
Market Segments
Small-Business (57.9% of reviews)
Information
Pros & Cons
Annotation Efficiency
(7)
Ease of Use
(4)
Difficult Learning
(2)
Complexity
(1)
Entry-Level Pricing
No pricing available
Learn more about CVAT.ai
Labelbox
Star Rating
(47)
4.5
out of
5
Market Segments
Small-Business (46.8% of reviews)
Information
Pros & Cons
Ease of Use
(9)
Data Labeling
(6)
Lack of Features
(3)
Slow Performance
(3)
Entry-Level Pricing
No pricing available
Learn more about Labelbox
CVAT.ai vs Labelbox
Reviewers felt that CVAT.ai meets the needs of their business better than Labelbox.
When comparing quality of ongoing product support, reviewers felt that CVAT.ai is the preferred option.
For feature updates and roadmaps, our reviewers preferred the direction of CVAT.ai over Labelbox.
Pricing
Entry-Level Pricing
CVAT.ai
No pricing available
Labelbox
No pricing available
Free Trial
CVAT.ai
No trial information available
Labelbox
Free Trial is available
Ratings
Meets Requirements
9.4
18
9.0
41
Ease of Use
8.9
19
9.0
41
Ease of Setup
9.1
16
9.0
21
Ease of Admin
Not enough data
9.0
5
Quality of Support
9.2
16
9.0
39
Has the product been a good partner in doing business?
Not enough data
8.7
5
Product Direction (% positive)
10.0
18
9.0
35
Features by Category
MLOps Platforms
Hide 22 Features
Show 22 Features
Not enough data
Not enough data
Deployment
Language Flexibility
Not enough data
Not enough data
Framework Flexibility
Not enough data
Not enough data
Versioning
Not enough data
Not enough data
Ease of Deployment
Not enough data
Not enough data
Scalability
Not enough data
Not enough data
Deployment
Language Flexibility
Not enough data
Not enough data
Framework Flexibility
Not enough data
Not enough data
Versioning
Not enough data
Not enough data
Ease of Deployment
Not enough data
Not enough data
Scalability
Not enough data
Not enough data
Management
Cataloging
Not enough data
Not enough data
Monitoring
Not enough data
Not enough data
Governing
Not enough data
Not enough data
Model Registry
Not enough data
Not enough data
Operations
Metrics
Not enough data
Not enough data
Infrastructure management
Not enough data
Not enough data
Collaboration
Not enough data
Not enough data
Management
Cataloging
Not enough data
Not enough data
Monitoring
Not enough data
Not enough data
Governing
Not enough data
Not enough data
Generative AI
AI Text Generation
Not enough data
Not enough data
AI Text Summarization
Not enough data
Not enough data
Data Science and Machine Learning Platforms
Hide 25 Features
Show 25 Features
Not enough data
Not enough data
System
Data Ingestion & Wrangling
Not enough data
Not enough data
Model Development
Language Support
Not enough data
Not enough data
Drag and Drop
Not enough data
Not enough data
Pre-Built Algorithms
Not enough data
Not enough data
Model Training
Not enough data
Not enough data
Model Development
Feature Engineering
Not enough data
Not enough data
Machine/Deep Learning Services
Computer Vision
Not enough data
Not enough data
Natural Language Processing
Not enough data
Not enough data
Natural Language Generation
Not enough data
Not enough data
Artificial Neural Networks
Not enough data
Not enough data
Machine/Deep Learning Services
Natural Language Understanding
Not enough data
Not enough data
Deep Learning
Not enough data
Not enough data
Deployment
Managed Service
Not enough data
Not enough data
Application
Not enough data
Not enough data
Scalability
Not enough data
Not enough data
Generative AI
AI Text Generation
Not enough data
Not enough data
AI Text Summarization
Not enough data
Not enough data
AI Text-to-Image
Not enough data
Not enough data
Agentic AI - Data Science and Machine Learning Platforms
Autonomous Task Execution
Not enough data
Not enough data
Multi-step Planning
Not enough data
Not enough data
Cross-system Integration
Not enough data
Not enough data
Adaptive Learning
Not enough data
Not enough data
Natural Language Interaction
Not enough data
Not enough data
Proactive Assistance
Not enough data
Not enough data
Decision Making
Not enough data
Not enough data
Data Labeling
Hide 15 Features
Show 15 Features
8.7
16
8.6
28
Quality
Labeler Quality
9.4
(won by 0.3)
14
9.1
27
Task Quality
9.2
(won by 0.3)
15
8.9
27
Data Quality
9.0
15
9.1
(won by 0.1)
28
Human-in-the-Loop
9.0
(won by 0.4)
15
8.6
26
Automation
Machine Learning Pre-Labeling
8.8
(won by 0.3)
15
8.5
25
Automatic Routing of Labeling
8.5
(won by 0.2)
14
8.3
24
Image Annotation
Image Segmentation
9.2
(won by 0.5)
15
8.7
26
Object Detection
9.0
(won by 0.5)
15
8.5
25
Object Tracking
8.6
15
8.7
(won by 0.1)
24
Data Types
8.6
15
8.8
(won by 0.2)
24
Natural Language Annotation
Named Entity Recognition
Feature Not Available
8.9
(won by default)
23
Sentiment Detection
Feature Not Available
8.3
(won by default)
22
OCR
Feature Not Available
8.7
(won by default)
20
Speech Annotation
Transcription
7.4
9
8.3
(won by 0.9)
19
Emotion Recognition
7.4
9
7.8
(won by 0.4)
19
Active Learning Tools
Hide 15 Features
Show 15 Features
Not enough data
Not enough data
Model Training & Optimization - Active Learning Tools
Model Training Efficiency
Not enough data
Not enough data
Automated Model Retraining
Not enough data
Not enough data
Active Learning Process Implementation
Not enough data
Not enough data
Iterative Training Loop Creation
Not enough data
Not enough data
Edge Case Discovery
Not enough data
Not enough data
Data Management & Annotation - Active Learning Tools
Smart Data Triage
Not enough data
Not enough data
Data Labeling Workflow Enhancement
Not enough data
Not enough data
Error and Outlier Identification
Not enough data
Not enough data
Data Selection Optimization
Not enough data
Not enough data
Actionable Insights for Data Quality
Not enough data
Not enough data
Model Performance & Analysis - Active Learning Tools
Model Performance Insights
Not enough data
Not enough data
Cost-Effective Model Improvement
Not enough data
Not enough data
Edge Case Integration
Not enough data
Not enough data
Fine-tuning Model Accuracy
Not enough data
Not enough data
Label Outlier Analysis
Not enough data
Not enough data
Categories
Categories
Shared Categories
CVAT.ai
Labelbox
CVAT.ai and Labelbox are categorized as
Data Labeling
Unique Categories
CVAT.ai has no unique categories
Labelbox is categorized as
Active Learning Tools
,
MLOps Platforms
, and
Data Science and Machine Learning Platforms
Reviews
Reviewers' Company Size
CVAT.ai
Small-Business
(50 or fewer emp.)
57.9%
Mid-Market
(51-1000 emp.)
26.3%
Enterprise
(> 1000 emp.)
15.8%
Labelbox
Small-Business
(50 or fewer emp.)
46.8%
Mid-Market
(51-1000 emp.)
38.3%
Enterprise
(> 1000 emp.)
14.9%
Small-Business
(50 or fewer emp.)
57.9%
46.8%
Mid-Market
(51-1000 emp.)
26.3%
38.3%
Enterprise
(> 1000 emp.)
15.8%
14.9%
Reviewers' Industry
CVAT.ai
Information Technology and Services
15.8%
Retail
10.5%
Research
10.5%
Computer Games
10.5%
Telecommunications
5.3%
Other
47.4%
Labelbox
Computer Software
31.9%
Information Technology and Services
14.9%
Accounting
4.3%
Automotive
4.3%
Biotechnology
4.3%
Other
40.4%
Alternatives
CVAT.ai Alternatives
SuperAnnotate
Add SuperAnnotate
Prolific
Add Prolific
Roboflow
Add Roboflow
V7 Darwin
Add V7 Darwin
See all alternatives
Labelbox Alternatives
SuperAnnotate
Add SuperAnnotate
Dataloop
Add Dataloop
Encord
Add Encord
V7 Darwin
Add V7 Darwin
See all alternatives
Discussions
CVAT.ai Discussions
CVAT.ai has no discussions with answers
See all discussions
Labelbox Discussions
How do I download Labelbox?
2 Comments
NB
Hi! You can try it for free here https://app.labelbox.com/signup.
Read more
Labelbox has no more discussions with answers
See all discussions
Ask CVAT.ai a Question
Contact CVAT.ai
Ask Labelbox a Question
Contact Labelbox
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