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Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.

Ultralytics logo
Ultralytics
✓ verifiedFreemium

End-to-end computer vision platform for teams annotating data, training YOLO models, and deploying them at scale.

1.1M visits/mo
Lovable logo
Lovable
✓ verifiedFreemium

AI app builder that turns chat prompts into working web apps and sites, with credit-based build and deploy.

35M visits/mo69K saves
616K visits/mo
Dumpling AI logo
Dumpling AI
✓ verifiedFreemium

Unified API that gives AI agents web scraping, search, document extraction, and social/enrichment data through one billed endpoint.

28K visits/mo
Pricing
Free: $0/month (100GB storage, 100 models, 3 concurrent trainings)
Pro: $29/seat/month (500GB storage, 500 models, 10 concurrent trainings)

No public pricing

LITE: $15/mo (billed yearly)
PROFESSIONAL: $40/mo (billed yearly)
BUSINESS: $85/mo (billed yearly)
Starter: $40/mo (billed annually, 1.2M credits/yr)
Pro: $124/mo (4.2M credits/yr)
Business: $249/mo (9.6M credits/yr)
Core features
  • Smart data annotation with SAM-powered one-click masks across six task types
  • Cloud training with 22+ GPU configurations from RTX 2000 Ada to B200
  • Support for YOLOv5 through YOLO26 model families
  • One-click deployment across 43 global regions with auto-scaling
  • Export to 18 formats including ONNX, TensorRT, and CoreML
  • Live training metrics and experiment comparison dashboard
  • Chat-to-app and website generation
  • Real-time prototype building
  • One-click deploy and hosting
  • Templates to start projects
  • Credit-based building with shared workspaces
  • You own your code and data
  • Animated video creation
  • Presentation design
  • Screen recording
  • Custom character builder
  • PowerPoint to video conversion
  • Template library
  • Team collaboration tools
  • Unified API for search, scrape, and extraction
  • Smart routing across multiple data providers
  • Document and PDF structured extraction
  • Social and media data (YouTube, TikTok, LinkedIn, reviews)
  • People and company enrichment
  • MCP and CLI surfaces for AI tools
Use cases
  • Building and training custom object detection or segmentation models
  • Labeling large image/video datasets for computer vision projects
  • Deploying vision models to edge or mobile devices
  • Running quality control or defect detection in manufacturing
  • Powering retail, logistics, or agriculture vision applications
  • Build web apps without coding
  • Prototype product ideas quickly
  • Create landing pages and sites
  • Ship internal tools
  • Creating marketing videos for brand awareness and lead generation
  • Developing training videos for employee onboarding and skill development
  • Designing internal communications videos for employee engagement
  • Producing educational videos for classroom lessons
  • Crafting sales videos for product demos and promotions
  • Making HR videos for recruitment and onboarding
  • Feeding AI agents reliable external web data
  • Replacing several scraping and search subscriptions
  • Extracting structured data from PDFs and documents
  • Enriching leads with company and email data
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