You may want to think about a place to stay with an outdoor pool if you plan to visit Chipata in the driest months of September, July or June, when the average rainfall is 0 mm. Accommodation that has an indoor pool may be the way to go if you are visiting during the rainiest months of January, February and December when the average rainfall is 249 mm.