I really don't think GAE is comparable to AWS in that way. GAE offers "platform as a service," where the actual infrastructure (e.g. configuring actual servers, virtual or otherwise) is abstracted away from you as a customer. A more fair comparison would be Google Compute Engine, which is an "infrastructure as a service" product like AWS.