The authors found that north of Boston, MA, the most extreme flooding occurs in the cool season, while south of Wilmington, NC, the most extreme flooding occurs in the warm season. In the mid‐Atlantic region, both seasons contribute significantly to flood events. At all locations, cool‐season storms drive the more routine extreme sea levels. These findings highlight the importance of studying winter storms to improve coastal flood preparedness.