You can plan your beach trip with a look at weather throughout the year in Burnaby: The hottest months are usually August and July with an average temp of 60°F, while the coldest months are February and December with an average of 37°F. The rainiest months in Burnaby are November, January, December, and October, with each month seeing an average of 14 inches of rainfall.