I don't think it is the stop bath. I had problems with steel reels giving increased edge density. (Surge) I don't know for a fact, but I believe that the round reels allow eddies to form and provide increased agitation. Different types of agitation may change this, but I went to Paterson tanks and have never had the problems since.
Oh yes, I have always used just water, never stop bath.