Side by side
CVAT vs Roboflow
Both stand on ai image segmentation software. Which one you can start free with, which one lets you read the code, and what each costs once you pay.
Free plan APISelf-hostedWeb
CVAT combines varied annotation tools with review workflows, storage connections, and broad export options. Its Community edition omits several listed Enterprise capabilities, and the company says it lacks ISO 27001 and SOC 2 certifications.
Visit CVAT
Free plan AndroidAPIiPhone+4
Roboflow brings computer vision dataset work, inference, and deployment into one platform. Its free plan and range of deployment choices may suit teams at different stages, though the listed training and project limits are worth checking.
Visit RoboflowThe facts
| CVAT | Roboflow | |
|---|---|---|
| Free plan | Yes | Yes |
| Open source | Not published | Not published |
| Runs on | API, Self-hosted, Web | Android, API, iPhone, Linux, Mac, Self-hosted, Web |
| Lowest paid plan | See the plans | Core: $39 a month |
| Plans published | 8 | 3 |
| Maker | Not published | Not published |
| Website | cvat.ai | roboflow.com |
| On ai image segmentation software | #1 of 33 | #3 of 33 |
CVAT: what it does well
- Supports image, video, 3D, and audio labeling
- Offers validation and acceptance review stages
- Exports to more than 20 formats
- Available as managed cloud or self-hosted
What to know first
- Community lacks SSO and automated quality assurance
- Community lacks SAM and built-in AI agent integrations
- Does not currently hold ISO 27001 or SOC 2
Roboflow: what it does well
- Supports five listed annotation types.
- Exports to JSON, XML, CSV, TXT, and 30+ formats.
- Hosted inference includes load balancing and burst support.
- Deployment includes self-hosting and on-premise options.
- Free plan includes 10 credits per month.
What to know first
- Training is limited to one model at a time by default.
- Core lists a limit of 20 projects.
- Core is $39 a month, billed monthly.
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