Community Discussions

Databricks acquired Redash in 2020 and development slowed; the hosted cloud was sunset, self-host OSS or move to Databricks SQL, https://saaskart.co/software/re

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

Data engineers, analysts, and ML/AI teams doing heavy engineering and AI alongside analytics are the sweet spot, https://saaskart.co/software/databricks. Combi

Yes, the legacy Standard tier is being sunset (AWS/GCP Oct-2025, Azure Oct-2026); most orgs use Premium or Enterprise now, https://saaskart.co/software/databric

Fivetran moves data INTO the platform (ELT ingestion); Databricks processes and analyzes it, complementary, not competing, https://saaskart.co/software/databric

Unity Catalog provides unified governance and lineage across data and AI assets on the lakehouse, https://saaskart.co/software/databricks. Governance matters a

Yes, Databricks runs on AWS, Azure, and GCP with open formats, avoiding proprietary storage lock-in, https://saaskart.co/software/databricks. Multi-cloud + ope

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

Yes, MLflow, model serving, feature store, vector search, and Mosaic AI (LLMs/RAG) run on the lakehouse, https://saaskart.co/software/databricks. AI on governe

Databricks centers on the open lakehouse for engineering + analytics + AI; Snowflake began as a SQL warehouse (now expanding), https://saaskart.co/software/data

Databricks bills per Databricks Unit (per-second compute) on top of your cloud's infra charges, e.g. ~$0.15/DBU engineering, ~$0.22 SQL, no seats, https://saask

The lakehouse combines a data lake's open, cheap storage with a warehouse's reliability and governance, so analytics and AI run on one platform, https://saaskar