Databricks vs Snowflake

Databricks excels as a unified lakehouse platform optimized for AI/ML workloads with Apache Spark integration, while Snowflake is purpose-built for data warehousing with superior SQL performance and easier setup for traditional analytics. The choice depends on whether your priority is machine learning pipelines or structured data warehouse queries.