COB means chip On board, which is a bare chip with conductive or non-conductive adhesive attached to the interconnecting substrate, and then lead bonding to realize its electrical connection, and there are three types of packages: long/square/round. SMD stands for surface mount diode, which is more efficient than COB because SMD can produce more light at a lower wattage.