kitio.aiAdded Oct 28, 2026
Defog
From $5000/moAI data analyst that answers questions over enterprise databases
What is Defog?
Defog lets business users ask questions of their company data in plain language and get answers without waiting on an analyst. It runs on SQLCoder, Defog's own open-source text-to-SQL model, and is sold to enterprises that want private deployment.
It connects to structured databases from Postgres to Snowflake, as well as CSV files, and supports follow-up questions and drill-downs. The system learns from user feedback over time, and data is not shared with anyone, including the model.
Defog also publishes SQLEval, an open-source framework for measuring text-to-SQL accuracy. The cloud-hosted enterprise tier includes Docker deployment and SSO, while the self-hosted tier runs fine-tuned 8B, 14B or 32B models on your own infrastructure.
Features
- Natural-language questions over data
- SQLCoder model
- Postgres and Snowflake connectors
- CSV support
- Self-hosted deployment
- SSO
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Releases
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Defog was added to the directory.
Organization
Defog
🇺🇸 United States
Listed by kitio.ai · unverified owner
Pricing
- Pricing model
- Paid
- Paid options from
- $5000/mo
- Billing frequency
- Monthly
Defog plans
Enterprise (Cloud)
$5000/mo
- 20,000+ queries per month
- Docker deployment
- SSO
- Custom AI tools
Enterprise (Self-hosted)
Contact sales
- Runs on your infrastructure
- Fine-tuned models
- Unlimited queries
- Annual commitment
Prices in USD, checked Oct 29, 2026. Plans change often, so confirm on the Defog site.Official pricing
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Pros and cons
Pros
- Can run fully on your own infrastructure
- Built on an open-source text-to-SQL model
- Learns from user feedback
Cons
- Enterprise pricing starts at $5,000 per month
- Self-hosted option needs an annual contract
- No self-serve plan for small teams
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Q&A
What is Defog?
Defog lets business users ask questions of their company data in plain language and get answers without waiting on an analyst. It runs on SQLCoder, Defog's own open-source text-to-SQL model, and is sold to enterprises that want private deployment.
Can Defog run on my own servers?
Yes. The self-hosted enterprise tier deploys fine-tuned 8B, 14B or 32B models on your infrastructure with no rate limits.
Is SQLCoder open source?
Yes. Defog open-sourced SQLCoder in 2023, and its SQLEval benchmark framework is open source as well.
How much does Defog cost?
Defog is paid, with paid plans from $5000/mo.
Is there a free version of Defog?
No. Defog is a paid tool.
What are the main features of Defog?
Natural-language questions over data, SQLCoder model, Postgres and Snowflake connectors, CSV support, Self-hosted deployment, SSO.
Who makes Defog?
Defog is made by Defog.
What are the best alternatives to Defog?
Popular alternatives include Alteryx One, Celonis, SingleStore.