Planning for the weather is a good way to make your trip to Leh relaxing and enjoyable, especially when you're splurging. The hottest months are usually August and July with an average temp of 33°F, while the coldest months are January and December with an average of -5°F. Average annual precipitation for Leh is 16 inches.