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If your scale is right, both Hetzner and Digital Ocean support the Kubernetes autoscaler.
https://github.com/kube-hetzner/terraform-hcloud-kube-hetzner
https://docs.digitalocean.com/products/kubernetes/how-to/autoscale/
Digital Ocean is super easy for beginners, Hetzner is a bit more technical but like half the cost.
This only outweighs the per-node overhead though if you're scaling up/down entire 4vcpu/8gib nodes and/or running multiple applications that can borrow cpu/ram from each other.
If you're small scale, microVMs like Lambda or fly.io are the only way to go for meaningful scaling under 4vcpu/8gib of daily variation. Also, at that scale, you can ask yourself if you really need autoscaling, since you can get servers that big from Hetzner for like $20/month. Simple static scaling is better at that scale unless you have more dev time than money.
I second digital ocean. I’m not a beginner, but I really appreciate their simplicity. They also have a cli option that can pretty much do everything the UI can do.
Their Terraform support is top notch too, better than AWS.