We do auto suspend depending on your configured timeout. We'll pause your VM and when you come back the processes will be in the exact same state as when you left.
But your pricing page suggests that that is not available without a subscription: in the on-demand pricing section "persistent Snapshots" and "Persistent VM's" have an 'x'.