Winner stocks have higher changes in sales order backlogs and a sales order backlog factor is significant in explaining various winner minus loser returns and often reduces the αs by big margins. We argue that this factor is a proxy for innovation in demand in the economy and it is likely to relate to expected growth risks and future business conditions.