Yeah I'd be annoyed but I'm sure he won't even know.

This is the exact reason I never get into those buy a gift to certain amount thing. As I always put thought into it and then get some cheap $2 shop thing that I end up chucking in the bin.

Not much you can do about it but know your gift made someone else happy.