Planning for the weather is an important factor for making your trip to Olympia a success, especially when you're splurging. The hottest months are usually August and July, with an average temperature of 17°C, while the coldest months are February and December, with an average of 5°C. The rainiest months in Olympia are November, December, January and March, with each month seeing an average of 211 mm of rainfall.