Why are you saying it drives half as far when both models complete the same task but one uses half the tokens?

Wouldn't the op be more correct with their gas/distance comparison?

Because both cars get to the same end destination (complete the same task).

Unless your end goal is to see the token numbers go up, but I'm not sure why that would be of interest.