Taking the local weather in Atherton into account is an important factor for planning your visit, especially if you plan to spend your trip by the pool. The hottest months are usually August and September, with an average temperature of 18°C, while the coldest months are February and January, with an average of 11°C. Average annual precipitation for Atherton is 511 mm.