It's non peak season when I was there. Very tranquil. Lakes were still frozen. Ice sheets on top of the lakes! Lovely! Like what the other travellers here said, you need to walk to the second lake. It's beautiful there. It takes around 2.5 to 3 hours to walk there from the first lake.