I'll take remote every time. I'm not a fan of public camping at all. Sometimes options are limited though and I would rather hit a public site than not camp at all.
I will remote-camp alone, but I prefer to have a couple people with me just for the backup if something does go wrong. No matter how experienced you are, doodoo can occur.