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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
Makeform logo
Makeform
✓ verifiedFreemium

Chat-based AI form builder that generates forms with logic and design; free unlimited forms suit creators and small teams.

202K visits/mo
Mito AI logo
Mito AI
✓ verifiedFreemium

Spreadsheet-style Python data tool inside Jupyter that generates code via AI so analysts and data scientists can skip hand-coding.

23K visits/mo
Pricing
Free: $0/month (100GB storage, 100 models, 3 concurrent trainings)
Pro: $29/seat/month (500GB storage, 500 models, 10 concurrent trainings)
Free: $0/mo
Pro: $19/mo (billed $228/year)
Business: $59/mo (billed $708/year)

No public pricing

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
  • AI form generation from a chat prompt
  • 30+ field types including payments, signatures, and file uploads
  • Conditional logic, branching, calculations, and answer piping
  • Design customization with themes, custom CSS, and custom domains
  • Embed, popup, and shareable link distribution
  • Integrations with Notion, Google Sheets, Slack, Zapier, Make, and webhooks
  • Response analytics and AI analysis
  • Spreadsheet interface inside Jupyter notebooks
  • AI-generated Python code from spreadsheet actions
  • Runs on customer infrastructure (no data sent to Mito)
  • Bring-your-own LLM API keys
  • Excel-to-Python conversion
  • Compatible with existing Jupyter extensions
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
  • Lead generation and contact forms
  • Customer feedback and satisfaction surveys
  • User registration forms
  • Job applications and HR surveys
  • Event RSVPs and signups
  • Quizzes and polls
  • Analysts automating Excel-style reports without hand-writing code
  • Data scientists speeding up exploratory data analysis
  • ML engineers iterating on feature engineering in notebooks
  • Enterprises needing private, self-hosted AI coding assistance
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