Ok Kyle you asked for it, I'm on your 6 again.
I would expect to get .125 with a 1/8" ream. Mic your ream to be certain it's not an oversize ream. If it's on size I would look at the set up for run out. Slight misalignment of centers could easily give you 5 ten thousands. That ream is hanging...