I ordered them blank, except the 100s which he was out of blanks on. I'll probably peel the 100s eventually, but the black label blends in well enough that I haven't been annoyed enough to make the effort.
I'm going to get a labeled set of his new 18xx/boardgame set when they arrive, although I'm probably going to relabel the light blue as singles in that set.