Take the milk: sheepâs milk, the classic feta ingredient, makes a creamy, yellowish cheese with a soft texture and a decidedly âbarnyardâ flavor. Pure goatâs milk feta, like Agrafa, tends to be whiter, drier and milder than sheep and often has a slightly gamy aftertaste.