A new and distinct variety of Aloe plant named ‘OVROCKS03’ which is characterized by a globular plant form with foliage arranged in a compact basal rosette, deltoid to narrowly deltoid succulent foliage which densely covered with prominent raised protuberances appearing as ribs and soft spines, and the stability of these characteristics from generation to generation.