For some people, the difference is just on the glass you serve this cocktail. If you serve it in a martini glass, they call it Lemon Drop Martini. I however like to serve the Lemon Drop on a coupe glass (more diameter on the rim to add sugar to). For some other people the lemon drop martini means the drink is made with gin and vermouth instead of vodka.