There are poor countries without a lot of homicides, but they tend to have strong police forces and authoritarian justice systems. Latin America in general is not like this. For example, one of the world's worst serial killers in the world is in Colombia, and is set to be released in a few years (he sexually assaulted and killed 150+ boys if I'm not mistaken).