Databricks SQL vs Teradata Vantage
Databricks SQL: Serverless SQL warehouses on the Databricks lakehouse, powered by the Photon C++ engine. Teradata Vantage: The original MPP data warehouse, now VantageCloud with open table formats and in-database analytics.
key differences
- Databricks SQL is primarily a columnar / OLAP database; Teradata Vantage is relational.
- Only Databricks SQL has vector search, change data capture, online schema changes, streaming ingest.
- Only Teradata Vantage has secondary indexes, triggers, stored procedures.
- Databricks SQL has a serverless option; Teradata Vantage does not.
choose databricks-sql for
- +Lakehouse SQL and BI on Delta Lake
- +Consolidating a separate warehouse into Databricks
- +dbt transformations on the lakehouse
- +Serving features and aggregates for ML
best at · Lakehouse, Warehouse, OLAP
choose teradata-vantage for
- +Enterprise data warehouses for banks, retailers and telcos
- +Complex regulatory and risk reporting
- +Customer 360 analytics across many subject areas
- +In-database ML scoring on large datasets
best at · Warehouse, OLAP, Lakehouse
Databricks SQL vs Teradata Vantage: FAQ
What is the difference between Databricks SQL and Teradata Vantage?
Databricks SQL: Serverless SQL warehouses on the Databricks lakehouse, powered by the Photon C++ engine. Teradata Vantage: The original MPP data warehouse, now VantageCloud with open table formats and in-database analytics. Databricks SQL is primarily a columnar / OLAP database; Teradata Vantage is relational. Only Databricks SQL has vector search, change data capture, online schema changes, streaming ingest. Only Teradata Vantage has secondary indexes, triggers, stored procedures.
When should I choose Databricks SQL over Teradata Vantage?
Choose Databricks SQL for lakehouse SQL and BI on Delta Lake; consolidating a separate warehouse into Databricks; and dbt transformations on the lakehouse. Choose Teradata Vantage for enterprise data warehouses for banks, retailers and telcos; complex regulatory and risk reporting; and customer 360 analytics across many subject areas.
Is Databricks SQL or Teradata Vantage more popular?
Teradata Vantage ranks #51 on the WhichDB Score (38.5/100) and Databricks SQL ranks #147 (20.8/100). Popularity is not fit: check the requirements that matter for your project.
Are Databricks SQL and Teradata Vantage open source?
No. Databricks SQL is proprietary, closed-source software. No. Teradata Vantage is proprietary, closed-source software.