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Defog
Fine-tuned LLM for enterprise data analysis and text-to-SQL across databases.
Defog vs Outerbase
Defog and Outerbase are both listed under the same category. Prices are as shown on each vendor's pricing page; the check date is in the table.
| Defog | Outerbase | |
|---|---|---|
| Pricing | Paid | Freemium |
| Entry price | from $5/mo | from $9/user |
| Prices on pricing page | — | $9/user · $30/user |
| Verified | Not yet | Not yet |
| Key features | Natural-language to SQL query generation, Fine-tuned SQLCoder LLM for text-to-SQL, Multi-database support including Postgres and Snowflake, CSV file querying without a database, Connectors for external data platforms and tools, Follow-up question support for iterative exploration | EZQL™ natural-language query interface, AI-assisted SQL query editor with suggestions and fixes, AI-generated charts and visualizations, Connectivity to Postgres, MySQL, SQLite, MongoDB, ClickHouse, Microsoft SQL Server, Snowflake, BigQuery, and Redshift, Spreadsheet-style table editor with plugin support, Self-serve and AI-built dashboards |
| Founded | 2024 | — |
| Last checked | 2026-10-02 | 2026-10-02 |