Andy, the difference between white and brown eggs is a common question with a ridiculous answer.
The color of the hen decides it. Simply that and nothing more or less. A white hen makes white eggs. A brown hen makes brown eggs.
Wow, that is wild, sort of color coded chicken, although in some places I have been they charge more by the color.