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