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UXKIN vs Defog

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

UXKIN compared with Defog
DetailUXKIN logo UXKINDefog logo Defog
What it doesReal UI design references for coding agents AI data analyst for enterprise data analysis
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelFreemium Not given
PricingNot given Enterprise (Cloud Hosted): $5,000/month with 20,000+ queries/month, one-click Docker deployment, SSO authentication, custom AI tools, white glove onboarding, priority support, up to 200 queries/minute, and SLA/MSA/DPA available. Enterprise (Self-hosted): Annual commitment required, includes everythi
Key features
  • 500,000+ real UI screens
  • DESIGN.md documentation for every web design pack
  • Agent SDK integration
  • Save references to collections
  • Works with Claude, Cursor, Codex and Windsurf
  • Free public library browsing
  • Support for Postgres, Snowflake, SQL Server, MySQL and other structured databases
  • Connect SaaS tools and ask questions across multiple sources
  • Import and work with CSV and Excel files
  • Auto-visualization and result saving
  • Desktop app, Slack bot, Docker deployment and cloud marketplace options
  • Deterministic security filters against prompt injections
  • Self-hostable on own infrastructure
  • Learn from feedback and adapt responses
  • Multi-step reasoning for complex questions
  • Statistical analysis and custom analysis tools
What makes it different
  • Real UI, not AI slop
  • DESIGN.md documentation with colors, typography and implementation notes
  • Lifetime access option with one-time payment
  • Direct integration with MCP clients
  • Powered by SQLCoder, the most accurate text-to-SQL model
  • Data never leaves your servers with privacy-first design
  • Consistently deterministic results for the same question
  • Learns and adapts to user feedback in real-time
  • Deploy in 5 minutes with multiple deployment options
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)6 no change since last check60 no change since last check
Trust Flow (Majestic)310
Citation Flow (Majestic)2933
Referring domains (Majestic)20319

3 details filled in for both companies.

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