Lake Tahoe surface water temperatures are cold for most swimmers, and vary throughout the year from 42 °F in the winter to over 70 °F during the summer. Though refreshing on a hot day, a plunge into Lake Tahoe can literally take your breath away. Swimmers should be prepared for dangerously cold conditions.