You can go too big on hickories, 15" is a pretty big tree, I have my eye on a 24 incher but don't know if I want to tackle it or not.
I am a really experienced wood cutter but shy away from really big trees. If you can drive right up to it, that's one thing, if you are dragging the splits off a mountain the size of the tree you cut is a real consideration.