One thing that is interesting about looking at both mean and median is getting a feel for the shape/variance of the returns.

One huge winner could randomly happen in an otherwise low-quality program and that incubator would appear higher on rankings forever after that unjustly since the result is very much not reproducible. In other words measuring by average could mask getting lucky.