For what it's worth my initial statement was meant to hold beyond income and wealth and generalize to say achievement and productivity and so a lognormal assumption was fitting as the distribution to pick. It also chimed well with grandalf's statement on how advantages multiply.
EDIT: google search suggests power law tail - log normal bulk.