Its definately not a peppered cory. Looks more like a Corydoras leucomelas to me. Im guessing the colors look faded because of the way the picture was taken.
Yea I have the same one. I had it with rocks but its stomach started to get scratched, just a warning, you should put sand in instead of rocks, poor corys get all beat up by that