Marine phytoplankton have many characteristics, such as rapid cell division rates and large population sizes, that may enable them to adapt to ocean acidification and other types of global change. This paper reviews findings from previous studies to evaluate whether this adaptation is likely to occur, and it stresses the need to consider different types of phytoplankton separately.