Is réponse feminine or masculine in French?

The French Word "Favorite" is feminine. The English Word 'favorite' can be spelled either 'favori' (masc.) or 'favorite' (fem.), depending of the gender of the noun it qualifies, or préféré (masc.) / préférée (fem.)