Databricks leads in BI+ML, offering top-tier MLops, notebooks, and data science tools built into the platform - alongside big data query capabilities. Snowflake defaults to easier SQL+BI but is more limited for predictive ML. Databricks combines engineering and analysis pipelines seamlessly for analytics+AI teams.
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