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Brain Scanner vs Defog

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

Brain Scanner compared with Defog
Detail Brain ScannerDefog logo Defog
What it doesReview and pivot your AI coding agent in one place AI data analyst for enterprise data analysis
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelFree Not given
PricingFree plan with 900 free credits for new users. Contact for more usage credits or Founders plan details. 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
  • Session reviews with agent summaries, decisions, checks, blockers and file diffs
  • Project graph showing files, symbols and subsystems in one connected view
  • Change review with recorded updates and before-and-after details
  • Session context keeping goal, work and outcome connected
  • File browser with mapped folders and file details
  • Queued tasks scoped by type and source
  • Implementation estimates with evidence range and confidence
  • MCP integration with Claude Code and Codex
  • 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
  • Decision trail keeps context in one place instead of scattered in chat scrollback
  • Review agent changes and make notes without retyping recaps
  • Connected project graph shows how work fits together
  • Session recovery brings all context to the next session
  • 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)Not checked yet no change since last check60 no change since last check
Trust Flow (Majestic)010
Citation Flow (Majestic)1333
Referring domains (Majestic)18319

4 details filled in for both companies.

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