One answer is that there is no honor among thieves--that the oligarchs are caught in a classic prisoners' dilemma, in which it is in the collective interest of the group that everyone pay some taxes, but in the individual interest of each oligarch to free-ride on the others.
Everyone is happy to pay taxes.