dbt (AI/ML Edition)
by dbt Labs · freemium · Last verified 2026-03-17
The analytics engineering framework that transforms raw warehouse data into clean, tested, and documented datasets ready for ML and AI. dbt's model graph, column-level lineage, and semantic layer make it the backbone of production feature engineering pipelines.
https://www.getdbt.com ↗B+
B+—Good
Adoption: AQuality: A+Freshness: ACitations: AEngagement: F
Specifications
- License
- Apache 2.0
- Pricing
- freemium
- Capabilities
- sql-transformations, data-lineage, schema-tests, semantic-layer, incremental-models
- Integrations
- snowflake, bigquery, redshift, databricks, delta-lake, dagster, airbyte
- Use Cases
- feature-engineering, ml-training-data-prep, analytics-engineering, data-quality, reporting
- API Available
- Yes
- SDK Languages
- python, sql
- Deployment
- cloud, self-hosted, cli
- Rate Limits
- Developer: 1 seat free; Team: per-seat
- Data Privacy
- dbt Cloud is SOC 2 Type II; dbt Core is self-hosted
- Tags
- analytics-engineering, sql-transformation, data-modeling, lineage, testing
- Added
- 2026-03-17
- Completeness
- 100%
Index Score
73.7Adoption
88
Quality
90
Freshness
87
Citations
82
Engagement
0