Defog.ai vs Looker: Which is Better in 2026?
We've compared 2 tools across pricing, features, ratings, and reviews to help you make an informed decision. No paid placements — just facts.
Compare different tools →| Feature |  Defog.ai Analytics & BI |  Looker Analytics & BI |
|---|---|---|
| Rating | No reviews yet | No reviews yet |
| Pricing |
as of Oct 24, 2026 | Custom as of Sep 22, 2026 |
| Pricing Model | Contact Sales | Free Trial |
| Free Plan | ||
| Free Trial | Yes | |
| API Available | ||
| Verified | Verified | |
| Founded | — | 2012 |
| HQ | — | Santa Cruz, CA |
| Team Size | Enterprise | 501-1000 |
| Platforms | — | Web |
| Top Integrations | PostgresSnowflakeCSVs | BigQueryGoogle Cloud IAMGeminiGoogle Cloud |
| Key Features |
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| Description | Defog.ai is an enterprise AI data analyst that lets business teams ask questions about their data in plain English and get answers back as SQL, tables, and charts—without waiting on an analyst. It connects to structured databases (Postgres to Snowflake) or plain CSVs, fine-tunes on a company's metadata for accuracy, and keeps data private (never shared with the AI model), making it a fit for regulated, data-sensitive enterprises. Its key differentiator is SQLCoder, Defog's own open-source, industry-leading text-to-SQL model that rivals GPT-4-level accuracy on specialized SQL tasks. | Looker is a unified business intelligence platform that helps everyone in your organization make smarter decisions with data. With LookML modeling, embedded analytics, and integrations across the Google Cloud, Looker scales from startups to Fortune 500. |