| Website | getdbt.com |
| Category | Data Transformation |
| License | Open Source (Apache 2.0) |
| Pricing | dbt Core is free/open source; dbt Cloud has paid plans starting around $100 per user per month. |
Overview
dbt brings software engineering practices to analytics SQL with models, tests, docs, and lineage.
Pros
- SQL-first transformation workflow
- Built-in tests, docs, and lineage
- Modular, reusable model structure
- Strong community and integrations
- Git-friendly analytics engineering
Cons
- Requires solid SQL and warehouse skills
- Open-source version lacks managed UI
- dbt Cloud can get expensive
- Less intuitive for non-technical users
Verdict
dbt excels at making analytics SQL modular, testable, and documented. It is best for data teams using cloud warehouses who want version-controlled transformation. The main trade-off is that the best experience requires dbt Cloud or self-hosted tooling.
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