Pick Flyway if you prefer a simple, lightweight solution with sequential migrations and minimal overhead. It’s well suited for teams managing straightforward schema changes—mainly add, drop, or alter operations—through small, explicit, versioned scripts that integrate smoothly with CI/CD pipelines.

Choose Liquibase if you need more advanced database governance features such as standardized rollbacks, gated deployments using preconditions, tagging, and drift detection across multiple environments. It provides greater control and traceability when managing complex or large-scale database changes.

For more details, see this discussion: Databricks Schema Versioning with Flyway and Liquibase.