Competitive on-line prediction can be applied to finance to predict future prices of financial assets along with time-series prediction. It can also be applied to categorize news, predict the impacts of an important events, and other tasks which relate to online regression and classification.

It can also be applied to predict future implied volatilities, which are then used to price financial derivatives.