Asymmetric alkynylation of ketones can provide versatile chiral tertiary propargylic alcohols. A series of strategies have been achieved in the past few years. Relative optimal reaction conditions for obtaining the highest enantioselectivities and yields, as well as the practical scope of different types of catalytic systems are reviewed.