I simulated a house with DesignBuilder in a very hot and dry climate.
I insuated the roof with EPS polyestyrene. No matter how much
insulation I used, the results were almost the same.
In DB forum I got the answer that no matter the climate, the
temperature and HVAC consuption is entirely driven by internal gain
and so there is no difference insulating the roof.