GKE uses other GCP products, but ”k8's autoscaling for the nodes isn't any better than just simple GCP load balancers and instance groups (it literally is the same thing)” isn't entirely accurate - GKE and K8S have logic that manages node pools that you won't be able to use with just instance groups.