Roboflow vs V7 Darwin

Roboflow8.7Visit V7 Darwin8.4Visit

Higher score Roboflow #4 in Image Annotation Software 8.7/10 Free plan · 14-day trial Free planFree trial✓ 3 of 3 features Visit Roboflow

vs

V7 Darwin #7 in Image Annotation Software 8.4/10 Free plan · pricing on request Free plan✓ 3 of 3 features Visit V7 Darwin

• Roboflow fits best

  Teams needing annotation plus model deployment

• V7 Darwin fits best

  Teams annotating medical and video imagery

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Side by side

Feature	Roboflow 8.7/10 Visit ↗	V7 Darwin 8.4/10 Visit ↗
At a glance
Editor score	8.7	8.4
Ranking	#4 in Image Annotation Software	#7 in Image Annotation Software
Best for	Teams needing annotation plus model deployment	Teams annotating medical and video imagery
Pricing model	Free plan + paid	Free plan + paid
Starting price	—	—
Free plan	✓	✓
Free trial	14 days	—
Deployment	Cloud, Self-hosted, Mobile	Cloud
Platforms	Web, iOS, Android	Web
Support	Email, Live chat, Community, Docs · 24/7	Community, Docs
Compliance	SOC 2, HIPAA, PCI DSS	SOC 2, ISO 27001, GDPR, HIPAA
Integrations	16 integrations	5 integrations
Built for	Small business, Mid-market, Enterprise	Mid-market, Enterprise
Features Roboflow 3/3 · V7 Darwin 3/3
Model-assisted labeling	✓	✓
Team collaboration	✓	✓
API access	✓	✓
Specs
Annotation types	bounding boxes, polygons, segmentation masks, classification labels, keypoints	Polygon; bounding box; tag; skeleton; keypoint; line; ellipse; mask; attributes; text; directional vector; instance ID
Image formats	JPG, PNG, WEBP, AVIF, BMP	.jpg, .jpeg, .webp, .png, .bmp, .svs, .tif, .tiff, .qtiff, .dcm, .rvg, .nii, .nii.gz, .ndpi
Dataset export	JSON, XML, CSV, TXT, and 30+ additional formats	Darwin JSON; Darwin XML; COCO; CVAT; YOLO; Semantic PNG; Instance PNG; Pascal VOC; NIfTI
Our review
Pros	Supports boxes, polygons, masks, classification labels, and keypoints Combines AI labeling, dataset management, training, and deployment Offers cloud, edge, self-hosted, REST API, and SDK access	Supports many annotation types, including masks, skeletons, keypoints, and polygons AI-assisted labeling, model-in-the-loop workflows, and external model integration Video and DICOM interpolation plus multi-stage review and collaboration
Cons	The Public plan requires data and models to be open source Core costs $79/month annually or $99/month monthly Enterprise features use custom pricing	Paid pricing uses custom platform fees, user licenses, and volume-based charges Its broad workflow may be more than teams needing simple image labeling The platform is web-based and API-accessible rather than open source
Our verdict	Roboflow is a computer vision platform for developers, researchers, and enterprises that need image annotation alongside model development and deployment. Its browser-based workspace supports bounding boxes, polygons, segmentation masks,… Read the review →	V7 Darwin is a web-based data-labeling platform for teams creating machine-learning datasets from images, video, medical imaging, microscopy, documents, and other visual data. It is suited to AI teams, research groups, and enterprise… Read the review →

Strengths and trade-offs

• Roboflow — where it wins

  • Supports boxes, polygons, masks, classification labels, and keypoints
  • Combines AI labeling, dataset management, training, and deployment
  • Offers cloud, edge, self-hosted, REST API, and SDK access

  Where it doesn't

  • The Public plan requires data and models to be open source
  • Core costs $79/month annually or $99/month monthly
  • Enterprise features use custom pricing

• V7 Darwin — where it wins

  • Supports many annotation types, including masks, skeletons, keypoints, and polygons
  • AI-assisted labeling, model-in-the-loop workflows, and external model integration
  • Video and DICOM interpolation plus multi-stage review and collaboration

  Where it doesn't

  • Paid pricing uses custom platform fees, user licenses, and volume-based charges
  • Its broad workflow may be more than teams needing simple image labeling
  • The platform is web-based and API-accessible rather than open source

• Roboflow8.7/10 · Free plan · 14-day trial

  A broad image annotation and deployment platform with a free public tier and paid private-data plans.

  Visit RoboflowFull verdict →
• V7 Darwin8.4/10 · Free plan · pricing on request

  A broad annotation platform for teams building computer-vision and medical-imaging datasets.

  Visit V7 DarwinFull verdict →