It does and has done so consistently throughout human history, so I do not believe this will be any different. I couldn't care less what the shared amount of money is because it some billionaire gets another million and I get a thousand, that means I win regardless of whether or not that increases the wealth differential.
This becomes substantially less true when the billionaires transform their money into political power.