Answer:
favoritos is in plural, use when reffering to many things for example:
Mis animales favoritos son las tortugas y los gatos.
favorita and favorito are in singular, but favorito is in masculine and favorita is in femenine. Here are some examples:
Mi comida favorita es la pizza.
Mi color favorito es el azul.