The snow would be fine for them, but yes if its wet like this that is hard on them... Also these plants came from CA, and I'm pretty sure drier conditions, so its probably feeling more wet to them, then if they came from more similar climate!
They're all gonna do fine though! As I see the rotting leaves I pick them off gently, which I think helps!