Years ago, Herb McCandless gave me some advice, and I paraphrase - "Money spent making the car lighter is always better spent than money spent making more horsepower; it don't break, it don't wear out and you don't have to fix it every winter."
I still believe that was good advice.
If the results don't match the theory, change the theory.