[pmjones]

As with many things, female averages are higher. But females scores also tend to cluster toward the middle. Male averages are lower, but have more scores at both the low end and high end. Thus, the best male performances are higher than the best female performances (and the worst male performances are lower than the worst female performances).

See also: men and women are innately different.