Planning for the weather is an important factor for making your trip to San Mateo a success, especially when you're splurging. The hottest months are usually March and April with an average temp of 61°F, while the coldest months are January and December with an average of 60°F. The rainiest months in San Mateo are June, September, May, and August, with each month seeing an average of 19 inches of rainfall.