Databricks vs Snowflake in 2026: An Honest Comparison
TL;DR By 2026, Databricks and Snowflake have converged - both claim lakehouse status; the old binary is outdated Databricks wins on transformation, ML, and cost at scale; Snowflake wins on SQL simplicity and BI integration Choose on workload (analytics vs ETL vs ML), team skills (SQL-first vs code-first), budget, and existing ecosystem Iceberg support on both sides makes multi-engine portability real - the mistake is choosing on hype, not fit For stack context, see The Modern Lakehouse Stack The views in this post are my own personal reflections on the data industry, written in my own time. They are not about any specific employer, team, or colleague, past or present, and do not draw on any non-public information. ...