Taking the “the reform of the trial-centered litigation system” as a boundary, the discussion of the standard of evidence in prosecution can be divided into two stages. Although the argument based on different foundations, the focus of the issues has always been the “identity theory” and “differential theory.” The current discussion has been focusing on the impact of the reform of the trial-centered litigation system, while it ignores the impact of the reformative power of the plea bargaining on the standard of the traditional prosecution evidence. Under the background of the reform of the trial-centered litigation system, the new justification for “identity theory” is difficult to stand the test. The risk of “inverted differential” has drawn no attention as well. In the case of pleading guilty, the standard of prosecution evidence and the standard of guilty verdict tend to confuse with each other. The risk of misjudgment brought by it can be resolved through the enactment of evidence standard of the similar case. The evidence standard shall be accomplished through the collaboration between the procuratorate and court.