For MariaDB alternatives, migrate a copy of the application's real schema and queries.
- Verify data types, collations, constraints, stored routines, and JSON behavior.
- Compare transaction isolation and concurrent writes under expected load.
- Test replication, backup, point-in-time recovery, and failover.
- Run application migrations and inspect ORM or driver compatibility.
- Export data back to a portable format before changing production.
A successful bulk import does not prove equivalent results or recovery. Document each semantic mismatch while rollback is still easy.