You can plan your beach trip with a look at year-round temperatures in Burnaby: The hottest months are usually August and July, with an average temperature of 16°C, while the coldest months are February and December, with an average of 3°C. The rainiest months in Burnaby are November, January, December and October, with each month seeing an average of 358 mm of rainfall.