100 pound loss = how much HP gain???

Yup. I have added weight to cars and made them quicker.

Also, as mentioned above, once the car is quick enough, and if the chassis is sorted out, a 75 pound reduction can drop a tenth.
I was going to address that other add weight comment, but you beat me to it. Weight in the wrong area is very very bad.