You'd be wrong. First, light gases escape from the Earth's gravity, which is why there's no molecular hydrogen or almost any helium whatsoever. Second, the crust is not the same thing as the Earth, and the distribution of elements by depth depends a lot on the density and other properties of the material elements are chemically bonded into.