Compute Engine or Kubernetes engine?

Hello there

The title says everything,

On Google Cloud,
Compute Engine or Kubernetes engine to host Neo4j?

If Kubernetes is so great and better than Compute Engine why Neo4j is still providing compute engine images? What's the down sides of Kubernetes?

Is it possible to stop an "instance" on Kubernetes if you don't need at the moment without destroying it?