During his lifetime Hilary had a great reputation for learning and eloquence as well as for piety; his extant works (Vita S. Honorati Arelatensis episcopi and Metrum in Genesin) compare favourably with any similar literary productions of that period.

A poem, De providentia, usually included among the writings of Prosper of Aquitaine, is sometimes attributed to Hilary of Arles.