But for smaller groups that don't have large/sustained workloads, I think they can absolutely save money compared to colo/dedicated servers using one of multiple different kinds of AWS services.
I have several customers that coast along just fine with a $50/mo EC2 instance or less, compared to hundreds per month for a dedicated server... I wouldn't call that "ten times" by any stretch.