I have never needed containers or Kubernetes, but as a long-time DBA and programmer I can speculate. Relational database engines generally perform best running close to the hardware, because of optimizations around memory and I/O. Every layer of abstraction introduced adds drag that affects all clients of the database.
Edit: This on HN just now. Apparently some people don’t still think databases shouldn’t run on K8S.