Methods for generating test accounts. Pros and cons

In the process of testing systems that require authenticated users often have to ask, how to create them. Options are different. Ordinary users and complex, with multiple parameters, and even dozens, if not hundreds. Do I need a large number of users or need as close to real. For all of this has its own methods, which will be discussed in this presentation.