Due to World War II, Landelius only played 21 international games with the Swedish national team. Most notably, he was voted as the best defenceman in the 1947 World Championships as his country won the silver medal. He also competed in the 1948 Winter Olympics in St. Moritz, where Sweden finished in fourth place.