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Defog vs AQ

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 AQ
DetailDefog logo DefogAQ logo AQ
What it doesAI data analyst for enterprise data analysis Multiplayer coding harness for teams to chat, build and run bots with every AI coding agent
StageNot given Startup
FoundedNot given Not given
Based inNot given Not given
Pricing modelNot given Freemium
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: A personal sandbox with chat, build and bots, every agent CLI, and integrations included, no credits. Pro: $50 per user per month (early-access promotional pricing; standard price is $200), billed monthly, with unlimited seats, team sharing, your own cloud or dedicated machine, $10 of AQ credi
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
  • Chat with agents about code, data and tools with answers as tables, charts and pages
  • Isolated worktrees per task with live preview and pull request review
  • Standing bots that wake on schedule or event with monthly spend caps
  • Crews with independent agent review
  • Live multiplayer terminals and previews shared with the team
  • Support for 11 coding agents: Claude Code, Codex, Cursor, Kimi Code, Grok, Antigravity, Devin, Muse Code, OpenCode, Command Code and Pi
  • Integrations with Linear, GitHub, Slack, Gmail, Google Calendar, Granola, Sentry, Mercury, Vanta and Stripe
  • Memory shared across agents searchable by the whole team
  • API, webhooks and MCP server for automation and third-party tools
  • Run on private AQ-managed sandbox, dedicated machine, or your own cloud infrastructure
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
  • No setup required: start free in a sandbox AQ creates, or move to your own cloud with one click
  • Keep subscriptions unmetered: your team's Claude, OpenAI and Cursor accounts are never marked up
  • Shared live workspace: the whole team sees the same terminal and preview, not a replay
  • Independent agent review: a second agent reviews code without seeing the builder's work
  • All agents in one place: Claude Code, Codex, Cursor and 8 more, each signed in with your accounts
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 check13 no change since last check
Trust Flow (Majestic)105
Citation Flow (Majestic)3333
Referring domains (Majestic)31985

4 details filled in for both companies.

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