My understanding is with EKS or similar you still have to manually size your kubernetes cluster, that is you have to make sure there's enough hardware instances in your kubernetes cluster for whatever scaling you'll need. With fargate you're effectively using AWS's own cluster. Your service can scale up and down, and you only pay for the resources that your service actually uses.