I have a few copper rounds but I only really bought them for the designs on them.
It's so much harder to see real ROI on copper because you would have to stack quite a lot of it since it's bought/sold per pound instead of by the ounce. 

Something that might not be a terrible way to stack some copper might be copper wire. If copper goes up wire will too and it could also be useful in a SHTF situation.