In this example, we have two formal parameters, a and b, so when we call the add function we must supply two arguments. Here we supply x and y as arguments, so when the function is called Python ...

I think it's due to the overhead associated with casting back and forth, and for the reasons Python is slow (interpreted, dynamic typing, etc). The other parts of the code have sped up significantly, ...