If portability from one cloud to another is important to you then self-hosting your database is the only way to go. I use Kubernetes, and have MongoDB running i

If portability from one cloud to another is important to you then self-hosting your database is the only way to go. I use Kubernetes, and have MongoDB running in a docker container.