The typical PERT three point distribution is better than assuming the mean, but does have a few drawbacks when modeling joint probable outcomes. I honestly can't remember if it over our under represents the optimistic or pessimistic result.

The other quirk is that it breaks down when you map from effort or work to duration, the actual time something takes when you factor in availability, interruptions, communication costs, etc.