Databricks combines data engineering, SQL analytics and machine learning on a lakehouse platform.
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dbt lets analytics engineers transform warehouse data using SQL with version control, testing and documentation; dbt Core is free and open source, dbt Cloud adds managed orchestration.
Snowflake provides cloud data storage and virtual warehouses for queries, with governed sharing of selected data objects.
| Compare | Tool and summary | Category | Deployment | Source model |
|---|---|---|---|---|
 DatabricksDatabricks combines data engineering, SQL analytics and machine learning on a lakehouse platform. | Data Warehousing & Lakehouse | Other license | ||
 dbtdbt lets analytics engineers transform warehouse data using SQL with version control, testing and documentation; dbt Core is free and open source, dbt Cloud adds managed orchestration. | Data Warehousing & Lakehouse | Self-hosted | Open source | |
 SnowflakeSnowflake provides cloud data storage and virtual warehouses for queries, with governed sharing of selected data objects. | Data Warehousing & Lakehouse | Other license |
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