Does this mean you use more fuel, or just get more 'bang for the buck'?

Depends on your perspective...thecnically the denser your air the bigger the bang, and as you only get a set amount of fuel per bang then yes you get more "bang for your buck" however, one does tend to be a little heavier on the foot when the car runs well......

It's our choice I guess!