I am using these on my bar on my deck and they have been out all winter.  I did cover them.  They have rusted on the stainless part on the bottom which means it is not stainless.  The seat has held up good.  I am going to try and remove the rust but these chairs were not advertised as outdoor chairs I don't believe.