Number 1: 
CodeHerd
Run your AI coding agents side by side
- AI Coding Assistants
- United Kingdom
- DR 0 no change since last check
AI Coding Assistants
Defog
AI data analyst for enterprise data analysis
- Community votes
- 0
- DR by Ahrefs
- 60 no change since last check
Ahrefs Domain Rating benchmarked 26 Oct 2026, rebuilt 26 Oct 2026.
Privacy-first AI that provides accurate data analysis, adapts to user preferences, and integrates with databases, SaaS tools and files.
What it is
Defog is an AI data analyst that helps enterprises get answers from their data quickly and privately. It powers natural language queries across databases like Snowflake, Postgres, SQL Server and MySQL, as well as SaaS tools, CSVs and Excel files. The system is designed to be trustworthy, with data never shared externally and deterministic security filters protecting against prompt injections. Defog learns from user feedback to adapt its responses over time, and includes features like multi-step reasoning for complex questions, statistical analysis, and custom analysis tool building. It can be deployed as a desktop app, Slack bot, Docker container, or through AWS and GCP marketplaces, with options for self-hosting on enterprise infrastructure.
What it is built with
- 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
Pricing
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
Defog metrics
| Metric | Value |
|---|---|
| Domain Rating | 60 no change since last check |
| Trust Flow | 10 no change since last check |
| Citation Flow | 33 no change since last check |
| Referring domains | 319 no change since last check |
| External backlinks | 3,665 no change since last check |
Ahrefs Domain Rating benchmarked 26 Oct 2026, rebuilt 26 Oct 2026. Main build topic: Computers/Mobile Computing (10). Majestic benchmarked 26 Oct 2026, rebuilt 26 Oct 2026. Link data built by Majestic. Trust Flow, Citation Flow and Topical Trust Flow are trademarks of Majestic-12 Ltd.
Defog domain build sheet
Open the build sheet
| Domain age | 3 years |
|---|---|
| Registered | |
| Expires | |
| Registrar | NameCheap, Inc. |
| DNSSEC | Not signed |
Compare and explore
Questions from the bench
- What databases does Defog support?
- Defog supports all major structured databases including Postgres, Snowflake, SQL Server, and MySQL. It also works with SaaS tools, CSV files, and Excel files.
- What is SQLCoder?
- SQLCoder is Defog's industry-leading specialized large language model for querying structured data. It has seen over 300,000 downloads since being open sourced in 2023 and outperforms all major models on text-to-SQL tasks.
- How quickly can I set up Defog?
- You can set up Defog in 5 minutes. It offers multiple deployment options including a desktop app, Slack bot, Docker deployment, and AWS and GCP marketplace integrations.
Find Defog online
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Defog has a free listing. The owner can unlock the full profile with a paid launch for $5:
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