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Defog vs Chanto

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 Chanto
DetailDefog logo DefogChanto logo Chanto
What it doesAI data analyst for enterprise data analysis A fast, lean coding agent for your terminal
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelNot given Open source
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 Not given
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
  • Starts in 13ms and uses only 17MB peak memory
  • Works with any model: local or hosted APIs
  • Reads Claude Code and Codex settings automatically
  • Background runs on separate branches
  • Verifies work by running project checks
  • Undo function to revert changes
  • Sandbox environment for safe command execution
  • Spend limits and usage tracking
  • MCP server support and plugins
  • Scheduled runs
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
  • Fastest coding agent: 1.5ms CPU per turn vs 4.2-145ms for other agents
  • Lowest memory footprint at 17MB peak vs up to 960MB for competitors
  • Most efficient token usage on real tasks
  • Single 20MB portable binary requiring no installation
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)60 no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)100
Citation Flow (Majestic)338
Referring domains (Majestic)3191

3 details filled in for both companies.

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