One of the major reasons pumped storage isn't used more is because the energy loss associated with pumping and storing the water. I can't find the exact amount right now but from a lecture I watched some time back[1], pumped storage is a few orders of magnitude more expensive than using conventional fossil fuel generated electricity per kWh.
It's just not very cost effective right now.