Sometimes quantity has a quality of its own.
And you are right, Detroit could vastly outproduce Germany.
Another point that seems little known is that American field artillery was a very effective tank killer in WWII.
In September 1944 we deployed the M36 Tank Destroyer in Europe, which had a 90mm gun that could take on the heavy German armor. We never seemed to have enough of them, though.