A new and distinct Salvia cultivar named ‘SGRPU03-0’ is disclosed, characterized by vigorous plants with a large, upright form and long flowering period. Flowers are dark purple. Calyces are persistent and retain their dark purple color. The new variety is a Salvia splendens, normally produced as an outdoor garden or container plant.