The lakehouse is a better data warehouse: 2026 benchmarks and proof
Databricks claims lakehouse architecture outperforms traditional data warehouses in 2026 benchmarks
Databricks published 2026 benchmark data arguing the lakehouse architecture has surpassed the traditional data warehouse after two decades of warehouse dominance. This is primarily a vendor marketing piece rather than a neutral research finding. Relevant as infrastructure context but not a critical AI conference signal.