It is very counterintuitive when you reason in terms of weight though. If you imagine a pile of rocks for instance, it makes sense that the strain on the base of a pyramid is lower than on the base of a column of the same height and base area.
You have to visualize the atmospheric air pressure to reconcile the result with intuition.