A dose of realism would have anyone with >$x be able to reduce the amount or frequency of giving away money. Or be able to spend some of their wealth on 'marketing' and increase the likelihood of being the recipient of any particular dollar being given away.

Not to demonize accumulation of wealth but just to model reality where rules can sometimes be changed by those with enough wealth accumulated.