I've used most of 'em and to me it comes down to preference -- where you like the safety, how it feels to you, etc....
I keep going back to the Mossberg 500. But I really like my pal's BPS too, and the 870 and the Ithaca are nice too. You can't really go wrong. Just take the time to handle the one you are going to buy.