A new and distinct cultivar of Prunus plant named ‘STO3,’ characterized by its upright plant habit and typical hybrid growth good adaptation to hot and dry conditions and as a rootstock, slow vegetative growth imparts uniformity, higher yield and better fertility to the grafted variety as compared to a standard rootstock such as Gisela 5, F12/1 and Mazzard.