We attempt to comparatively study the battery performance due to different kinds of graphene-based anodes. The lithium-ion full battery based on a lithium iron phosphate cathode and a graphene-based anode was assembled. Various graphene-based anodes, including graphene nanoflakes, graphene/graphite composite, magnetically aligned graphene flakes, were investigated in this study. The electrochemical performance of full battery with these graphene-based anodes will be reported.