It's all about the quantities produced and sold. The lower priced model sells more so it gets the best reduction due to mass production. The next size costs a little more but your production costs increase because you made less units.

This effect conspires and multiplies the chip cost difference so folk unfamiliar with economies of scale would blast makers over the chip cost difference alone.

That's the short reason.
Bob