A new and distinct cultivar of Regal Geranium plant named ‘Oglger3012’, characterized by its upright to outwardly spreading and mounded plant habit vigorous growth habit freely branching habit freely flowering habit and large red purple, light red purple and white-colored flowers held above and beyond the foliar plane.