CVAT vs. Sama
A side-by-side comparison based on G2 review data.
| Metric | CVAT | Sama |
|---|---|---|
| Overall rating | 4.5 | 4.6 |
| Review count | 63 | 11 |
| Ease of use | 8.8 | 9.3 |
| Ease of setup | 8.8 | 9.3 |
| Quality of support | 9.0 | 9.5 |
| Meets requirements | 9.3 | 9.6 |
| NPS | 66.129032 | 81.818182 |
| Small Business | 79.4% | 54.5% |
| Mid-Market | 11.1% | 9.1% |
| Enterprise | 9.5% | 36.4% |
| Total page views | 640 | 154 |
| Total LLM citations | 170 | 603 |
CVAT
Company Overview: CVAT.ai is a global provider of data annotation tools and services, known for developing one of the most popular open-source annotation tools, CVAT. In addition to the open-source platform, we offer professional data labeling services, an Enterprise version of CVAT, as well as consulting and customization services to meet specific client needs. Our team supports businesses and AI researchers worldwide in efficiently managing data annotation for computer vision projects.
- Annotation Efficiency
- Quality
- Efficiency
- Ease of Use
- User Interface
- Customer Support
Sama
Sama is a globally recognized leader in data annotation solutions for enterprise computer vision and generative AI models that require the highest accuracy. As an industry pioneer with 15 years of experience, Sama’s expertise and solutions are trusted by leading companies such as GM, Ford, Continental, Google, and many more. Sama specializes in data annotation services for generative AI, and 2D and 3D image and video (including LiDAR and sensor fusion). We also validate complex machine learning algorithms.
- User Experience
- Product Improvement
- Smooth Performance
- Analytics
- Scalability
- Documentation