TigerLabel vs CVAT
Get enterprise features without the DevOps overhead. Managed service, AI assistance, and professional support beyond open source.
Why Teams Upgrade from CVAT
Enterprise features and managed service without the open-source complexity
Managed Service
No infrastructure to manage, no updates to install. TigerLabel handles everything while CVAT requires DevOps expertise and constant maintenance.
Superior AI Assistance
Built-in SAM 2, GPT-4 Vision, and one-click AI models. CVAT requires complex setup and integration work for AI features.
Enterprise Support & SLAs
Dedicated support team, guaranteed uptime, and professional services. CVAT offers community support only - no SLAs or guarantees.
Quality & Workforce Management
Advanced quality tools, managed workforce, and performance analytics. CVAT has basic features requiring custom development.
Open Source vs. Enterprise Managed
The true cost of managing open-source infrastructure
CVAT (Open Source)
- Requires DevOps team to deploy and maintain
- No built-in AI assistance or pre-labeling
- Basic quality management features
- Community support only, no SLAs
- Manual updates and security patches
- No managed workforce options
TigerLabel (Enterprise)
- Fully managed SaaS, no infrastructure needed
- Advanced AI pre-labeling out of the box
- Enterprise quality management & workflows
- Dedicated support with guaranteed SLAs
- Automatic updates and security patches
- Access to vetted managed workforce
Feature Comparison
Service Model
AI & Automation
Quality Management
Workforce & Collaboration
Enterprise Features
Data Types
TigerLabel is Perfect For
Teams that need enterprise features without DevOps complexity
Enterprise Teams
Need support, SLAs, and compliance without DevOps overhead
Fast-Moving Teams
Want to start labeling today, not after months of setup
AI-First Teams
Require cutting-edge AI assistance without integration work
Regulated Industries
Need SOC 2, HIPAA, and other compliance certifications
Quality-Focused Teams
Require advanced quality management and analytics
Scaling Teams
Need access to managed workforce for rapid scaling
We spent 3 months trying to get CVAT deployed and integrated with AI models. It was a DevOps nightmare. Switching to TigerLabel, we were up and running in 30 minutes with better AI assistance than we could have ever built ourselves. The managed workforce was the cherry on top.
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