Just curious, do you just use EC2 and do you dynamically scale the number of machines you use frequently? All the math I've done for a constant number of server

Just curious, do you just use EC2 and do you dynamically scale the number of machines you use frequently? All the math I've done for a constant number of servers/instances shows that unmanaged dedicated or colocated hardware comes out far ahead in price.