MAC Private Party is a cool plum with a satin finish that is limited edition and retails for $19.00. In comparison, MAC Sweetie is a cool plum with a pearl finish that is permanent and retails for $19.00.
MAC Sweetie is 90% similar — it is more shimmery, lighter.