Coffee beans and Cocoa beans are two different products. These beans are produced for making different drinks and the plant from where they are derived from, gives a unique and unusual taste. ... In simple terms, the coffee beans are used to make coffee, whereas, the cocoa beans are used to make chocolate drink, etc.