You may want to think about a place to stay that offers an outdoor pool if you plan to visit Phillipsburg in the hottest months of July, August, or June when the average temp is 77°F. Lodging offering an indoor pool may be the way to go if you visit during the coldest months of January, February, or December when the average temperature is 35°F.