In this paper, we demonstrate probabilistic operational planning on the power system model used by the Norwegian TSO. It is a detailed model with thousands of lines and buses. By using load and price data from publicly available sources, we demonstrate that probabilistic operational planning can be performed sufficiently fast on a realistic model. Moreover, we compare the probabilistic and the classical deterministic approach where the probabilistic approach gives lower operational costs by higher tie-line flows.