Comparison of Fabric, Azure Databricks and Synapse Analytics

Microsoft Fabric vs Databricks vs Synapse

Microsoft Fabric is an all-in-one SaaS analytics platform with integrated BI.
Databricks is a Spark-based platform mainly used for large-scale data engineering and machine learning.
Synapse is an enterprise analytics service combining SQL data warehousing and big data processing.

PlatformDescription (English)
Microsoft FabricAn all-in-one SaaS data platform that integrates data engineering, data science, warehousing, real-time analytics, and BI.
Azure DatabricksA Spark-based analytics and AI platform optimized for large-scale data engineering and machine learning.
Azure Synapse AnalyticsAn analytics service combining data warehousing and big data analytics.

Architecture

  1. Microsoft Fabric: Fully integrated SaaS platform built around OneLake.
    single data lake, unified workspace, built-in Power BI
  2. Databricks: Spark-native architecture optimized for big data processing.
    Delta Lake, Spark clusters, ML workloads
  3. Synapse: Hybrid analytics platform integrating SQL data warehouse and big data tools.

Main Use Cases

PlatformBest For
FabricEnd-to-end analytics platform
DatabricksAdvanced data engineering & ML
SynapseEnterprise data warehouse