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Mesrai vs Defog

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

Mesrai compared with Defog
DetailMesrai logo MesraiDefog logo Defog
What it doesMulti-agent AI code review that reads your repo as a graph, not just the diff AI data analyst for enterprise data analysis
StageStartup Not given
Founded2025 Not given
Based inIN Not given
Pricing modelFreemium Not given
PricingFree Trial: 14 days, full feature access, no credit card required. Pro: $6 / ₹499 per active developer per month (bring your own LLM key). Enterprise: Custom pricing, contact sales. 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
  • Multi-agent code review analyzing bugs, security, performance, and architecture on every PR
  • Whole-codebase graph analysis across monorepos and multi-repo setups
  • Inline PR comments with severity, rationale, and suggested fixes
  • CLI for local and CI review with pre-push hooks
  • IDE extension supporting Cursor, Copilot, Claude and Windsurf rule sync
  • Support for GitHub, GitLab, Bitbucket, and Azure Repos
  • Bring Your Own Key (BYOK) with zero markup on LLM costs
  • Code never stored or used for model training
  • 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
  • Architectural understanding of the entire codebase instead of just reviewing isolated diffs
  • Multi-agent parallel analysis running specialized agents for different review categories simultaneously
  • Consistent review rules enforced across IDE, CLI, and cloud reviewer
  • 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)1 no change since last check60 no change since last check
Trust Flow (Majestic)010
Citation Flow (Majestic)2233
Referring domains (Majestic)22319

4 details filled in for both companies.

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