When a vertically integrated producer (VIP) is also a supplier of a component for its rival firm, it was found that the profit in a decentralized structure is higher for the VIP than the profit in a centralized structure under deterministic demand. In contrast, we found that firms' ordering decisions under uncertain demand can reverse this findings and it is more likely to happen as demand variability increases.