Men are over confident. Research at Ben Gurion University has found that female students who were more optimistic achieved significantly higher grades than their less optimistic compatriots, but in men, it had a harmful effect and led to disappointing grades.
http://www.jpost.com/Health/Article.aspx?id=248006