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SPECIFICTION
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CVAT vs Workflaws

CVAT

cvat.ai

Workflaws

workflaws.com

Side by side

FigureCVATWorkflaws
Price from$1.92/mo€9.90/mo
Free planYesYes
Free trial—Yes
Open source——
WebYesYes
APIYesYes
Self-hostedYes—
Plans published86
Spec score · Video Annotation Software8.4 (#10)7.6 (#24)
SupportEnterprise Basic includes 24-hour email support with a 24-hour response SLA and a private helpdesk channel for urgent critical issues.FREE includes support through the form; paid plans list email and chat, while PRO+ and INTEGRAL include seven-day support, with priority on INTEGRAL.

Plans

CVAT

  • CommunityFree
  • CVAT Online FreeFree
  • CVAT Online Solo Yearly$23 a year
  • CVAT Online Team Yearly$23 a year
  • CVAT Online Solo Monthly$33 a month
  • CVAT Online Team Monthly$33 a month
  • Enterprise Basic$12,000 a year
  • Enterprise PremiumPriced on request

CVAT pricing →

Workflaws

  • FREEFree
  • ESSENTIEL€118.80 a year
  • ESSENTIEL+€250.80 a year
  • PRO€394.80 a year
  • PRO+€802.80 a year
  • INTEGRAL€1,498.80 a year

Workflaws pricing →

In their own words

CVAT

CVAT turns images, video, 3D data and audio into labeled datasets for AI workflows. Its annotation tools include boxes, masks, polygons, keypoints, skeletons and object tracks, with additional listed types such as cuboids, ellipses and tags. Teams can review jobs through validation and acceptance stages and assess quality using ground truth, honeypots and consensus workflows. Storage connections include Amazon S3, Azure Blob Storage, Google Cloud Storage, compatible buckets and self-hosted storage. CVAT names SAM 2, SAM 3, Ultralytics, Hugging Face and custom models as labeling aids. It exports to more than 20 formats, including COCO, YOLO, KITTI, Cityscapes and Pascal VOC, and offers API, SDK and CLI automation. Deployment can be managed in the cloud or self-hosted, including on-premises and air-gapped options. Free plans are available; online paid plans start at $23/user/mo billed annually. CVAT lists security controls but says it does not hold ISO 27001 or SOC 2 certifications.

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Workflaws

Workflaws has no write-up on Specifiction yet; its figures are above.

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