They don't still exist because they were out performed. Species die out when others are able to fulfill the same niche more effectively. It's important to note that it doesn't mean that they were killed by the competing species directly, but that they weren't able to compete for food as effectively. For example, Homo Neanderthalis died out not because of violent competition, but because Homo Sapiens expanded more quickly.