I've worked for at least 3 companies using cloud services that could have hosted what they were doing on a handful of boxes for a fraction of the cost.

(The most egregious was a system peaking at maybe 5 hits a second during the month-end busy period living in multiple pods on a GCP Kubernetes cluster.)