Various structure modifications for pypene derivative molecules are investigated to reveal structure-mobility relationship. The 2D and 3D simulation figures for theoretically demonstrated anisotropic mobility are showed in our article. Our study has done a systematic analysis of how various factors can influence the effect of charge transport efficiency.