The exception is Thanksgiving week, for which you should book travel earlier. Winter: Travel around the Christmas and New Year holidays will usually cost more no matter what; otherwise, winter can be an affordable time to travel. For non-holiday travel, aim to buy plane tickets 94 days in advance.