Tuesday! According to a Wall Street Journal article, airline ticket sales are often cheapest on Tuesday and Wednesday. The most pricey ticket sales are on the weekends (Saturday and Sunday).
For more information about this article, visit http://finance.yahoo.com/banking-budgeting/article/111970/where-not-to-buy-airline-tickets?mod=bb-budgeting.