Chocolate panna cotta uses very similar ingredients that are used in making budino except that powdered gelatin is added in panna cotta as the thickening agent and it doesn’t use eggs. The ingredients typically found in a chocolate panna cotta recipe include: heavy cream, half and half, powdered gelatin, sugar, vanilla extract, and dark chocolate.