You may want to think about a place to stay that has an outdoor pool if you'll be visiting West Palm Beach in the driest months of February, January or March, when the average rainfall is 47 mm. Accommodation that has an indoor pool may be the way to go if you are visiting during the rainiest months of June, August and September when the average rainfall is 257 mm.