The lakehouse is a better data warehouse: 2026 benchmarks and proof
Recent benchmarks show Databricks Lakehouse performance improved 77% since 2022, driving 25-60% cost reductions and 80-90% faster analytics for migrating organizations. Beyond matching core data warehouse capabilities, the lakehouse unifies AI, streaming, unstructured data, and open-format portability on a single governed platform.
- Databricks Lakehouse has improved 77% since 2022, and customers like Lumen Technologies report 90% query performance improvements after migrating to the lakehouse. - Organizations migrating to the lakehouse report 25-60% cost reductions, 80-90% faster analytics and migration timelines measured in weeks. - The warehouse still does one job well, but the lakehouse does that job plus AI, streaming, unstructured data and open-format portability on one governed platform.