> Why wouldn't they try to put the biggest number they can get away with

It is unusual in a negotiation to offer to pay the largest amount possible as your opening bid - they do it so they can pay the smallest number they can get away with.

If there is someone amazing that they want to pay $25mil to - they wouldnt be advertising the role.