It doesn't matter if it's only them. They are the suppliers. So even if, say, Asus would like to sell gaming GPUs at a normal price (which they wouldn't, but let's pretend) they cannot do that because there is no supply, and the little supply of consumer chips left is sold to those that sell GPU at pumped prices and therefor can give more money to the suppliers