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Compare tools

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

CodebaseChat logo
CodebaseChat
✓ verifiedFreemium

Connects Git repos to answer plain-English questions about your code with file references and dependency context.

AI tool that converts code into interactive flowcharts, sequence and class diagrams with plain-English explanations.

12K visits/mo
Anima logo
Anima
✓ verifiedFreemium

AI design-to-code tool that converts Figma designs or cloned websites into HTML/React and builds apps with vibe coding.

321K visits/mo1.3K saves
Magic Patterns logo
Magic Patterns
✓ verifiedFreemium

AI prototyping tool that generates UI matching your design system, letting product teams test features fast.

242K visits/mo3.8K saves
Readdy logo
Readdy
✓ verifiedFreemium

No-code AI website builder generating full sites from a text prompt, image, or URL with a visual editor and one-click publishing.

550K visits/mo28K saves
Pricing
Starter: $0 (1 repo, 50 questions/mo)
Pro: $12/mo (10 repos, unlimited questions)
Team: $49/mo (unlimited repos, SSO)
Free: $0 (3 flowcharts/day)
Monthly: $9.99/mo (unlimited)
Lifetime: $66.99 one-time (unlimited)
Free: $0/mo (5 code generations/day, 5 imports)
Enterprise: from $500/mo billed annually (SSO, SLAs)

No public pricing

Free: $0/mo (250 credits/mo, 2 projects, 200MB storage)
Starter: $15/mo billed annually or $25/mo (30,000 credits, 1 site included)
Pro: $24/mo billed annually or $40/mo (72,000 credits, 2 sites included)
Agency: $72/mo billed annually or $120/mo (216,000 credits/yr, 6 sites included)
Agency Pro White Label: $119/mo billed annually or $199/mo (10 sites, unlimited credits)
Core features
  • Natural-language search across a codebase
  • Architecture explanations and dependency graphs
  • Bug hunter that traces issues across files
  • AI code review before opening a PR
  • Automatic documentation generation
  • Multi-repo support via OAuth
  • Code-to-flowchart, sequence, class and user-journey diagrams
  • AI code explanations
  • Support for major languages
  • Export to PNG, SVG, PDF
  • Editable, customizable diagrams
  • Shareable links; code not stored
  • Figma-to-code (HTML/React)
  • Clone any or private website to code
  • AI website and app builder
  • Figma agent (Buddy) and design agent
  • Anima MCP server and API
  • Adobe XD support
  • AI UI generation from prompts
  • Match existing styling and design systems
  • Rapid, high-fidelity prototyping
  • Live team editing and sharing
  • Enterprise security and compliance
  • AI website generation from text prompts, images, or reference URLs
  • Visual point-and-click editor for styling and layout changes
  • 500+ industry templates as customizable starting points
  • One-click publishing with custom domains and built-in SEO
  • Mobile-responsive design applied automatically
  • Built-in backend (database, functions) and integrations like Stripe and Calendly
  • Agency features for managing multiple client sites and white-label branding
Use cases
  • Onboarding new engineers faster
  • Answering questions about a codebase
  • Understanding how components connect
  • Finding and diagnosing bugs
  • Generating documentation from code
  • Understand and debug complex logic
  • Learn programming concepts visually
  • Create diagrams for documentation
  • Explain code in reviews
  • Converting Figma designs to code
  • Cloning sites as starting points
  • Building web apps with AI
  • Automating design-to-code in dev workflows
  • Prototype new product features
  • Test designs with customers
  • Build design-system-consistent mockups
  • Generating a business, portfolio, or e-commerce website from a description
  • Recreating a design from a screenshot or Figma mockup
  • Launching landing pages quickly without hiring a developer
  • Running an agency managing many client sites under one account
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