Weather is probably a major factor when you plan your trip to Thousand Oaks, but bear in mind that cheaper options are usually available when the weather isn't as good. The hottest months are usually August and September, with an average temperature of 21°C, while the coldest months are February and December, with an average of 13°C. Average annual precipitation for Thousand Oaks is 379 mm.