Kollaborate vs CVAT

Kollaborate9.1Visit CVAT8.1Visit

Higher score Kollaborate #2 in Video Annotation Software 9.1/10 Paid ✓ 0 of 5 features Visit Kollaborate

vs

CVAT #8 in Video Annotation Software 8.1/10 Free plan Free plan✓ 0 of 5 features Visit CVAT

• Kollaborate fits best

  Budget-conscious production teams

• CVAT fits best

  Computer-vision video and dataset annotation

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Side by side

Feature	Kollaborate 9.1/10 Visit ↗	CVAT 8.1/10 Visit ↗
At a glance
Editor score	9.1	8.1
Ranking	#2 in Video Annotation Software	#8 in Video Annotation Software
Best for	Budget-conscious production teams	Computer-vision video and dataset annotation
Pricing model	Paid	Free plan + paid
Starting price	$60/yr	$23/mo
Free plan	—	✓ (best)
Free trial	—	—
Deployment	Cloud, Self-hosted, Desktop, Mobile	Cloud, Self-hosted
Platforms	Web, Windows, macOS, iOS	Web
Support	Email, Tickets, Docs	Community, Docs
Compliance	2FA	GDPR, SSO/SAML
Integrations	7 integrations	5 integrations
Built for	Solo, Small business, Mid-market, Enterprise	Solo, Small business, Mid-market, Enterprise
Features Kollaborate 0/5 · CVAT 0/5
Frame-accurate marking	Not checked yet	Not checked yet
Drawing annotations	Not checked yet	Not checked yet
Custom labels or fields	Not checked yet	Not checked yet
Review workflow	Not checked yet	Not checked yet
Dataset export	Not checked yet	Not checked yet
Specs
Video length limit	Not checked yet	Not checked yet
Our review
Pros	Timecoded comments, drawing annotations, and synchronized version comparison Integrations with Premiere Pro, Avid, DaVinci Resolve, Final Cut Pro, and Pro Tools Cloud or self-hosted deployment across web, desktop, and iOS	Supports image, video, and 3D annotation with extensive shape tools AI-assisted labeling, review workflows, APIs, SDKs, and CLI access Open-source, cloud, and self-hosted deployment options
Cons	There is no free plan Basic and Freelance plans include no team members The listed Small Business plan is limited to five team members	More specialized for machine-learning datasets than conventional video review Advanced capabilities may require setup across projects, tasks, and workflows Enterprise self-hosting is priced at $12,000 per year
Our verdict	Kollaborate is a cloud and self-hosted collaboration platform for video professionals, post-production teams, freelancers, and organizations. It combines browser-based media playback with timecode-stamped comments, drawing annotations,… Read the review →	CVAT is a visual data annotation platform for teams creating training datasets from images, video, and 3D data. It supports rectangles, polygons, polylines, points, ellipses, cuboids, skeletons, tags, and brush tools, along with annotation… Read the review →

Strengths and trade-offs

• Kollaborate — where it wins

  • Timecoded comments, drawing annotations, and synchronized version comparison
  • Integrations with Premiere Pro, Avid, DaVinci Resolve, Final Cut Pro, and Pro Tools
  • Cloud or self-hosted deployment across web, desktop, and iOS

  Where it doesn't

  • There is no free plan
  • Basic and Freelance plans include no team members
  • The listed Small Business plan is limited to five team members

• CVAT — where it wins

  • Supports image, video, and 3D annotation with extensive shape tools
  • AI-assisted labeling, review workflows, APIs, SDKs, and CLI access
  • Open-source, cloud, and self-hosted deployment options

  Where it doesn't

  • More specialized for machine-learning datasets than conventional video review
  • Advanced capabilities may require setup across projects, tasks, and workflows
  • Enterprise self-hosting is priced at $12,000 per year

• Kollaborate9.1/10 · Paid

  A mature review hub with strong editing-app integrations and low-cost entry pricing.

  Visit KollaborateFull verdict →
• CVAT8.1/10 · Free plan

  A capable annotation platform for machine-learning datasets, not conventional video review.

  Visit CVATFull verdict →