I always see these claims but isn't network the more limiting factor?

Or do people study this while thinking about IoT which may use more limited resources while still relying on the internet?

Especially since a server has to handle multiple request concurrently, it doesn't seem to be remotely the same workload that a single device CPU would see anyway?