True, but if you DO hit that magic growth factor, it'll probably be too late to make a change of such magnitude. Better to get optimization experimentation out of the way (relatively) early.
For nearly all businesses the cost of service hosting is going to be similar to the amount spent on snacks. This seems about as useful as optimizing the brand of cereal you buy.