Summer: Believe it or not, Lake Tahoe is busiest in summer, even more than during winter ski season. This is because most of the area attractions are open, Lake Tahoe water temperature is warm and the lake and beaches get very crowded. Historic places of interest, Lakeside lodges, Golf, and more.