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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.

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
Google Opal logo
Google Opal
✓ verifiedFree

Google Labs experiment for building and sharing AI mini-apps from natural-language prompts, no coding required.

2.1M visits/mo
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
SiteSpeakAI logo
SiteSpeakAI
✓ verifiedFreemium

Customizable AI support agent trained on a site's content that answers questions, books meetings, and looks up orders in 95+ languages.

44K 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

No public pricing

No public 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 (30 message credits, 1 agent, 10 training sources)
Starter: $29/mo or $24/mo billed yearly (1,000 credits, 1 agent, 200 sources)
Pro: $79/mo or $66/mo billed yearly (3,000 credits, 5 agents, 2,500 sources)
Growth: $249/mo or $208/mo billed yearly (10,000 credits, 15 agents, 8,000 sources)
Business: $499/mo or $416/mo billed yearly (20,000 credits, unlimited agents, 20,000 sources)

Free trial available

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
  • 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
  • Build AI mini-apps from natural-language prompts
  • Visual editor for prompt/tool workflows
  • Share created apps with others
  • No-code AI app prototyping
  • 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
  • Trains on site content, PDFs, and videos to answer questions
  • Books meetings and looks up order data via connected tools
  • Lead capture forms built into chat conversations
  • Human handoff for conversations the AI can't resolve
  • Brand customization of colors, logo, and personality
  • Conversation analytics on volume, resolution, and sentiment
  • API and MCP server access on higher plans
  • 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
  • Build web apps without coding
  • Prototype product ideas quickly
  • Create landing pages and sites
  • Ship internal tools
  • Prototyping an AI workflow quickly
  • Sharing a custom AI mini-app
  • Automating a task with chained prompts
  • 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
  • E-commerce sites automating order-status and product questions
  • SaaS companies reducing repetitive support tickets
  • Service businesses capturing and qualifying leads after hours
  • Agencies offering white-labeled chatbots to clients
  • 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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