Databricks vs. Microsoft Fabric

Databricks Unified Data & AI Platform

Best For Complex data engineering, ML/AI workloads

Strength Open-source Spark ecosystem, MLflow

Storage Delta Lake with multi-cloud support

Governance Unity Catalog

Learning Curve Higher — more configuration required

Choose When ML pipelines, complex ETL, multi-cloud

Microsoft Fabric End-to-End SaaS Analytics

Best For End-to-end SaaS analytics, Microsoft ecosystem

Strength Unified SaaS with Power BI built-in

Storage OneLake with shortcuts

Governance Microsoft Purview

Learning Curve Lower — SaaS simplicity

Choose When Integrated BI, low-code ETL, Microsoft stack

Databricks vs. Microsoft Fabric – When to Use What