# CVAT vs Supervisely

**Leader by vioscaleAI score:** Supervisely

| Attribute | CVAT | Supervisely |
|---|---|---|
| **vioscaleAI score** | 47.3 (34% (low)) | 54.9 (74% (medium)) |
| content.faq | `[{"answer":"A comprehensive annotation platform for building visual datasets with support for image, video, and 3D point cloud data. Includes AI-assisted labeling, team collaboration, cloud storage integration, export to multiple standard formats, and developer-friendly APIs. It is indexed under Data Labeling.","source":"https://cvat.ai","question":"What is CVAT?","confidence":0.6},{"answer":"CVAT offers a free tier, so you can start without paying. Paid plans are also available: CVAT Online Free, CVAT Online Solo, CVAT Online Team and CVAT Enterprise. Pricing changes often, so verify at source before relying on it.","source":"https://cvat.ai","question":"Is CVAT free?","confidence":0.6},{"answer":"CVAT supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://cvat.ai","question":"What platforms does CVAT support?","confidence":0.6},{"answer":"Yes. CVAT can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://cvat.ai","question":"Can CVAT be self-hosted?","confidence":0.6},{"answer":"We have confirmed 15 integrations for CVAT, including Roboflow, Backblaze B2, AWS S3, Microsoft Azure, Google Cloud Storage, Grafana, SAM 2 and SAM 3, plus 7 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://cvat.ai","question":"What does CVAT integrate with?","confidence":0.6},{"answer":"We have independently confirmed GDPR for CVAT. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as CVAT not holding them. Always confirm compliance directly before you rely on it.","source":"https://cvat.ai","question":"What security certifications does CVAT have?","confidence":0.6},{"answer":"CVAT is available worldwide. Its primary markets are the United States and the EU. The vendor is headquartered in the United States.","source":"https://www.cvat.ai/resources/blog/annotation-services-pricing","question":"Where is CVAT available?","confidence":0.75}]` | `[{"answer":"Supervisely is a web-based platform for labeling images, videos, 3D point clouds, and medical images, with built-in AI-assisted annotation, neural network training, and model deployment capabilities. It supports on-premise and cloud deployments with Python SDK and REST API integration. It is indexed under Data Labeling.","source":"https://supervisely.com","question":"What is Supervisely?","confidence":0.6},{"answer":"Supervisely offers a free tier, so you can start without paying. Pricing changes often, so verify at source before relying on it.","source":"https://supervisely.com","question":"Is Supervisely free?","confidence":0.6},{"answer":"Supervisely supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://supervisely.com","question":"What platforms does Supervisely support?","confidence":0.6},{"answer":"Yes. Supervisely can be deployed cloud / SaaS, on-premise and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://supervisely.com","question":"Can Supervisely be self-hosted?","confidence":0.6},{"answer":"We have confirmed 6 integrations for Supervisely, including Github, Gitlab, AWS, Azure, OpenID and LDAP. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://supervisely.com","question":"What does Supervisely integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2 for Supervisely. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Supervisely not holding them. Always confirm compliance directly before you rely on it.","source":"https://supervisely.com","question":"What security certifications does Supervisely have?","confidence":0.48}]` |
| deployment.options | `{"cloud":true,"hybrid":true,"on_prem":true,"air_gapped":true,"self_hosted":true}` | `{"cloud":true,"air_gapped":true,"self_hosted":true}` |
| description.long | A data annotation tool for preparing high-quality visual datasets for computer vision AI. Available as a managed cloud service, self-hosted enterprise deployment, or free open-source software, with AI-assisted labeling and team collaboration features. | Supervisely is a web-based platform for labeling images, videos, 3D point clouds, and medical images, with built-in AI-assisted annotation, neural network training, and model deployment capabilities. It supports on-premise and cloud deployments with Python SDK and REST API integration. |
| features.capabilities | `{"open_source":true,"on_prem_private_cloud":true,"programmatic_labeling":true,"model_assisted_labeling":true}` | `{"open_source":true,"on_prem_private_cloud":true,"programmatic_labeling":true,"model_assisted_labeling":true}` |
| integrations.count | 4 | 3 |
| integrations.list | `[{"name":"Roboflow"},{"name":"Backblaze B2"},{"name":"AWS S3"},{"name":"Microsoft Azure"},{"name":"Google Cloud Storage"},{"name":"Grafana"},{"name":"SAM 2"},{"name":"SAM 3"},{"name":"Nuclio"},{"name":"COCO"},{"name":"YOLO"},{"name":"Pascal VOC"},{"name":"KITTI"},{"name":"MOT"},{"name":"Amazon S3","native":true,"direction":"bidirectional"},{"name":"Google Cloud","native":true,"category":"cloud_storage","direction":"bidirectional"}]` | `[{"name":"Github"},{"name":"Gitlab"},{"name":"AWS"},{"name":"Azure"},{"name":"OpenID"},{"name":"LDAP"},{"name":"Google Cloud Storage","native":true,"category":"storage","direction":"inbound"}]` |
| market.availability | `{"hqCountry":"US","primaryMarkets":["US","EU"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| platform.support | `{"cli":true,"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"subscription","plans":[{"free":true,"name":"Free","contactSales":false},{"free":false,"name":"Solo","contactSales":false},{"free":false,"name":"Team","contactSales":false}],"summary":"Free tier available for CVAT Online; paid Solo and Team plans for additional features","freeTier":true,"sourceUrl":"https://cvat.ai","retrievedAt":"2026-09-24T12:33:05.051Z"}` | `{"type":"hybrid","plans":[{"free":true,"name":"Community","summary":"Free","features":["Image labeling","Video labeling (basic)","3D point cloud labeling","Medical 3D labeling (basic)","Neural network integration","GPU connection","API access","Python SDK"],"components":[{"kind":"fixed","amount":0,"period":"month","currency":"EUR"}],"description":"For open source projects, individuals, ML researchers and small teams","contactSales":false,"includedLimits":{"files":"10,000","storage":"5 GB","team_members":"2","retention_days":"30","smart_tool_requests_per_day":"500"}},{"free":false,"name":"Pro","summary":"From 199€/month with 30-day free trial","features":["Full image labeling with AI assistance","Full video labeling with tracking","3D point cloud labeling with interactive tools","Medical 3D labeling with DICOM support","Team collaboration and role-based access","Labeling job queues and exams","Dataset quality assurance","Neural network training and inference","Foundation models and CLIP embeddings","Synthetic data generation","Inference APIs","Custom model integration","Cloud storage integration","Data visualization and analytics","Public and private app deployment","SSO support","GPU cluster support"],"components":[{"kind":"fixed","amount":199,"period":"month","currency":"EUR"}],"description":"Best choice for startups, labeling teams and smaller businesses","contactSales":false,"includedLimits":{"files":"50,000","storage":"50 GB","team_members":"3","retention_days":"None","smart_tool_requests_per_day":"5,000"}},{"free":false,"name":"Enterprise","summary":"Custom pricing","features":["All Pro features","Self-hosted deployment (on-premises)","Air-gapped deployment (offline mode)","Custom SSL certificates and DNS","Virus scanning and asset verification","Custom roles and permissions","User activity monitoring and audit logs","Data anonymization and PII handling","HIPAA compliance","GDPR compliance","Single Sign-On (SSO/LDAP/OIDC)","Personal success manager","Managed annotation services","Custom integration services","SLA support"],"description":"Self-hosted or cloud solution for companies with custom requirements of any size","contactSales":true,"includedLimits":{"files":"unlimited","storage":"unlimited","team_members":"unlimited"}}],"addOns":[{"name":"Image Max","components":[{"kind":"fixed","amount":99,"period":"month","currency":"EUR"}]},{"name":"Video Max","components":[{"kind":"fixed","amount":99,"period":"month","currency":"EUR"}]},{"name":"Medical Max","components":[{"kind":"fixed","amount":149,"period":"month","currency":"EUR"}]},{"name":"Cloud Max (3D point cloud)","components":[{"kind":"fixed","amount":399,"period":"month","currency":"EUR"}]},{"name":"Storage expansion (per 100 GB)","components":[{"kind":"fixed","amount":40,"period":"month","currency":"EUR"}]},{"name":"File limit expansion (per 100,000 files)","components":[{"kind":"fixed","amount":40,"period":"month","currency":"EUR"}]},{"name":"Additional team member","components":[{"kind":"fixed","amount":85,"period":"month","currency":"EUR"}]},{"name":"Labeling member (annotator with limited roles)","components":[{"kind":"per_unit","unit":"user","amount":35,"period":"month","currency":"EUR"}]},{"name":"Labeling hours","components":[{"per":{"qty":1,"unit":"hour"},"kind":"metered","amount":0.65,"currency":"EUR"}]}],"summary":"Free tier for researchers and small teams; Pro from 199€/month; Enterprise custom pricing","freeTier":true,"sourceUrl":"https://supervisely.com/pricing/","retrievedAt":"2026-10-12T21:43:32.152Z","freeTrialDays":30,"startingPrice":{"amount":199,"period":"month","currency":"EUR"},"billingPeriods":["month"]}` |
| pricing.free_tier | yes | yes |
| pricing.model | freemium | freemium |
| pricing.price_level | low | high |
| pricing.starting_price | - | `{"amount":199,"currency":"EUR"}` |
| pricing.transparent | no | yes |
| security.gdpr | yes | yes |
| security.hipaa | - | yes |
| security.soc2 | - | yes |
| security.trust_center | - | https://supervisely.com/data-and-users/security/ |

## Capabilities (Data Labeling)

| Capability | CVAT | Supervisely |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Model assisted labeling | ✓ | ✓ |
| Programmatic labeling | ✓ | ✓ |
| Rlhf preference data | - | - |
| On prem private cloud | ✓ | ✓ |
| Open source | ✓ | ✓ |
| SOC2 | - | - |

*Source: vioscaleAI. Generated 2026-10-16T19:05:47.827Z. "-" = undocumented, not absent.*