If you’re evaluating data quality management platforms in 2026, you’ve almost certainly run into Soda. As Soda alternatives go, the incumbent has earned its reputation. Soda Core, the open-source CLI, gave data engineers a clean YAML-based way to express checks against warehouse tables.