Community Discussions

Yes, build your semantic layer and BI on top of dbt models, keeping definitions consistent transformation-to-dashboard, https://saaskart.co/software/holistics.

dbt is SQL-code transformation; Matillion offers visual low-code (plus SQL/Python) warehouse-native transformation, https://saaskart.co/software/matillion vs ht

Data and analytics engineering teams wanting reliable, governed, testable data models are the sweet spot, https://saaskart.co/software/dbt. Governed transforma

Airbyte handles data ingestion (EL); dbt handles transformation (T), complementary steps in ELT, https://saaskart.co/software/dbt vs https://saaskart.co/softwar

Yes, dbt runs automated tests on models and auto-generates documentation with data lineage, https://saaskart.co/software/dbt. Testing catches broken data befor

Yes, dbt Cloud's semantic layer defines metrics once and serves consistent definitions to BI tools, https://saaskart.co/software/dbt. Consistent metrics preven

dbt sits between ingestion (Fivetran/Airbyte) and BI (Tableau/Looker), transforming loaded data into models, https://saaskart.co/software/dbt with https://saask

dbt is a SQL transformation framework that can run on Databricks; Databricks is the full lakehouse platform, often used together, https://saaskart.co/software/d

No, dbt runs on top of Snowflake, BigQuery, Databricks, or Redshift, using their compute for the transform step, https://saaskart.co/software/dbt. dbt is the T

dbt Core is free; dbt Cloud has a free Developer plan, Team ~$100/developer seat, and Enterprise custom (~$200-400/seat), https://saaskart.co/software/dbt. Cos

dbt Core is the free open-source CLI you host; dbt Cloud adds an IDE, scheduling, CI/CD, docs hosting, and a semantic layer, https://saaskart.co/software/dbt.

dbt applies software practices, version control, testing, docs, to transforming warehouse data into clean models; that's analytics engineering, https://saaskart

dbt is a transformation layer (SQL modeling) that can run on Databricks; Databricks is the full compute-and-storage platform, https://saaskart.co/software/datab

Lightdash fits analytics engineers and data teams already invested in dbt who want governed BI without per-seat friction, https://saaskart.co/software/lightdash

Lightdash reads dimensions and metrics directly from your dbt project, so metrics live as code and flow from transformation to dashboard with no duplicated logi

Yes, Fivetran follows ELT and integrates with dbt, loading raw data into Snowflake, BigQuery, Redshift, or Databricks where dbt transforms it, https://saaskart.

Yes, Airbyte follows ELT and integrates with dbt, loading raw data into warehouses like Snowflake, BigQuery, and Redshift where dbt transforms it, https://saask