You may want to think about a place to stay with an outdoor swimming pool if you plan to visit Port Jefferson Station in the warmest months of July, August or September, when the average temperature is 22°C. Accommodation offering an indoor pool may be the way to go if you are visiting during the coldest months of January, February or March, when the average temperature is 3°C.