I think I remember seeing some mathematical sort of proof that if the number of stars really approached infinity the night sky would be white.
It doesn’t approach infinity, so it isn’t white.
It all depends on the distribution, because for any stars past a certain distance away from the Earth (the Hubble distance), we would never receive any light at all.