Snowball cookies, Wedding Cookies, and Russian Tea Cake cookies are all essentially the same cookie, they just use different mix-ins and flavors. For example, Wedding Cookies usually have almonds, Russian Tea Cakes have walnuts, and Snowballs Cookies use pecans.