If AWS goes down, no one will blame you for your web store being down as pretty much every other online service will be seeing major disruptions.
But when your super small provider goes down, it's now your problem and you better have some answers ready for your manager. And you'll still be affected by the AWS outage anyways as you probably rely on an API that runs on their cloud!