A new and distinct Paeonia cultivar named ‘RTPIV791-01’ is disclosed, characterized by distinctive creamy pale yellow suffused with pink, fully double, mildly fragrant flowers. Plants are vigorous and symmetrical with strong stems holding flowers above foliage, and with attractive foliage through the Fall. The new cultivar is a Paeonia hybrid suitable for ornamental garden purposes.