Defog

Specialized NL-to-SQL models with data privacy guarantees.

NL2SQLNatural Language QueryNaturalLanguagePlatforms

About

Specialized NL-to-SQL models with data privacy guarantees. Defog provides specialized text-to-SQL models including SQLCoder-70b achieving 96% accuracy on standard benchmarks (exceeding GPT-4). The platform emphasizes "your data is never shared with anyone, including with our AI model" — particularly attractive for privacy-conscious deployments.

Enterprise Readiness

from cataloged data

12/100 · Emerging

Security & ComplianceNot disclosed

No compliance certifications listed

Deployment FlexibilityStrong

Flexible deployment: Cloud, Self-Hosted

Integration DepthNot disclosed

No integrations listed

Proven AdoptionNot disclosed

No published adoption signals

Company MaturityNot disclosed

Company maturity not disclosed

Composite of public compliance, deployment, integration, adoption, and company signals. “Not disclosed” reflects gaps in available data, not a vendor deficiency.

Independently sourced

Pulled directly from regulator filings and platform APIs. No vendor or editorial input.

Activity classifier

Active

last GitHub commit 1d ago

GitHub API2026-05-27

defog-ai

Open source product· 55★· MIT· active 2mo ago

JavaScript · Python · Jupyter Notebook · Vue

steady · +0★ (+0%) 30d

npm registry

defog

v1.32.0· MIT· released 2.7y ago

OSV vulnerability feed2026-07-20

No known advisories

Pricing snapshot2026-05-27

public

Enterprise Use Cases

Integrations

How Defog compares

Tool	Readiness	Pricing	Deployment	Compliance	Integrations
Defog	12 · Emerging	Paid	Cloud, Self-Hosted	—	0
Alation AI Catalog	84 · Leader	Enterprise	Cloud, On-Premise, Hybrid	SOC 2, GDPR, ISO 27001	8
Collibra AI Governance	84 · Leader	Enterprise	Cloud, On-Premise, Hybrid	SOC 2, GDPR, ISO 27001	8
Great Expectations AI	82 · Leader	Freemium	Cloud, On-Premise, Hybrid, Self-Hosted	SOC 2, GDPR, ISO 27001	8

Peers from the same category, ranked by Enterprise Readiness. Readiness is a composite of cataloged compliance, deployment, integration, adoption, and company signals.

Frequently Asked Questions

What is Defog used for?

Defog is specialized NL-to-SQL models with data privacy guarantees.

Is Defog free, and how is it priced?

Defog is a paid product. Pricing is set by the vendor — check the official site for current plans.

How can Defog be deployed?

Defog supports Cloud and Self-Hosted deployment. On-premise and self-hosted options support data-residency and air-gapped requirements.

Is Defog enterprise-ready?

Based on cataloged data, Defog has an Enterprise Readiness score of 12/100 (Emerging tier), derived from its compliance, deployment, integration, adoption, and company-maturity signals.

Quick Facts

PricingPaid

DeploymentCloud, Self-Hosted

CategoryAnalytics & BI

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