Autocracy is actually about a single person having all the power to control whatever that is that is to be controlled. In an autocracy, all the shots are called by the autocrat. This person will have absolute power to rule. In an oligarchy, though, a group rules together. That's the main difference. The oligarchy, as a group, takes the decisions.