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Defog vs Deiko

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

Defog compared with Deiko
DetailDefog logo DefogDeiko logo Deiko
What it doesAI data analyst for enterprise data analysis Point at anything on your Mac and speak to give your coding agent a brief with screenshots
StageNot given Not given
FoundedNot given Not given
Based inNot given IN
Pricing modelNot given Not given
PricingEnterprise (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 Free: two hours of monthly transcription included. Pro (monthly): $6.99/month for ten hours of transcription. Pro (yearly): $69/year for ten hours of transcription. Pro (lifetime): $169 one-time for ten hours of transcription.
Key features
  • 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
  • Point and speak to create briefs with annotated screenshots
  • Works with Claude Code, Cursor, Codex, Windsurf, ChatGPT, Claude.ai and more
  • Mixed-language support in single sentence
  • Three customizable persona templates for brief format
  • Offline operation with fallback to on-device processing
  • Automatic credential detection and withholding
  • One-line command installation
  • No account or sign-up required
What makes it different
  • 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
  • Everything stays on your Mac—no data is kept on servers, and screenshots never leave unless you send them to an agent yourself
  • Automatic task memory means your agent remembers context from previous conversations about the same issue
  • Fully open source under MIT licence so you can verify all privacy and security claims
  • Supports mixed-language voice input in a single sentence
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)59 −1 (down) since last checkNot checked yet no change since last check
Trust Flow (Majestic)103
Citation Flow (Majestic)3325
Referring domains (Majestic)31938

4 details filled in for both companies.

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