This research uses cross-sectional dispersion of systematic risk for stocks proposed by Hwang and Salmon (2004) to test the herding phenomenon for A and B shares in both Shanghai and Shenzhen stock markets during 2008 financial crisis. The sampling data are daily standard deviation of β coefficient for every stock listed in the chosen index. This research also uses VAR to determine the relationship between A and B shares in both markets. The result shows Chinese stock markets indeed have herding phenomenon during financial crisis. In Shanghai stock market B shares’ herding effect is stronger than A shares’ whereas in Shenzhen stock markets A shares’ herding effect is stronger than B shares’. In terms of the leading and following relationship, in both Shanghai and Shenzhen Stock Markets, A and B shares have mutual influence.