I beg to differ. I own battery powered lights from two different manufactures and they both batteries have labels with their power rating on them.
Having bought from a handful of different sources, I can tell you that more often than not, you get unlabeled blue bricks.
(Incidentally, thanks for your pictures... now I know which batteries to order).