I've read that cheetahs are all so genetically close that they're almost clones. The theory is that the cheetah population once fell to maybe one pregnant female due to a drought or some sort of natural disaster.
So, cheetahs are pretty inbred. Their genetic pool is incredibly shallow.
Sexual reproduction offers a buffer against environmental change by allowing a species to carry a lot of tested, non-lethal variation in its genome.