A new and distinct cultivar of Begonia plant named ‘Fimissmo’, characterized by its upright to spreading and mounded plant habit relatively compact habit freely basal branching habit dark green-colored leaves freely and continuously flowering habit and large double flowers that are cream in color with light pink-colored margins.