Empirical financial evidence shows the stock price jump can be explain by information risk. Existing studying find the information risk is a pricing factor for explain the return anomalies. In our paper, we want to investigate the relation between jump orientation with information risk and information ambiguity. The jump orientation is from informed traders or noise traders. Finally, the jump behavior and the information-based trading are different across momentum classification. Particularly, the jump behavior of winners stocks is oriented by informed traders and the jump behavior of losers stocks is driven from noise traders. The jump behavior of recession is oriented by informed traders and the jump behavior of expansion is driven from noise traders. Particularly, the jump behavior of winners stocks is oriented by informed traders during expansion.