You can lose your league in the first few rounds. Normally, injuries are the cause, though there are certainly early busts.
However, where you really win your league is in the later rounds. Sure, you can play it safe and get guys that you know will play consistent minutes and contribute a little bit in each category. That will yield results, normally.