The standard reply to any sort of gravity storage is "geography and land availability". I don't find that argument compelling enough to dismiss gravity storage outright, but I'll admit Oklahoma is pretty darn flat.

Chemical storage could be a big win when a mountain isn't readily available. Or the land is too expensive to use for power storage.