If you're looking forward to lots of outings with your partner, check out these details about year-round temperatures in Pokhara: The hottest months are usually June and May with an average temp of 69°F, while the coldest months are January and February with an average of 53°F. The rainiest months in Pokhara are July, August, June, and September, with each month seeing an average of 26 inches of rainfall.