"Cheapest headphones you can find" pretty well fits the headphones the topic creator used in this experiment. I realize the Game Boy is no 24-bit Denon rig, but there are a lot of chiptune DJs out there that would suggest the hardware deserves a closer look than dollar store earbuds can provide.
And if you're going to bother to conduct an experiment, try to do it right.