Polymorphism is universal in energetic crystals and brings much complexity in revealing the underlying mechanism for energetic materials against external stimuli. This work comprehensively studies molecular conformers (MCs), molecular stacking, and related MC energy (MCE) and lattice energy (LE) of polymorphs of six common energetic materials (EMs), including 2,4,6,8,10,12-hexanitro-2,4,6,8,10,12-hexaazaisowurtzitane (CL-20), 1,3,5,7-tetranitro-1,3,5,7-tetrazocane (HMX), 1,3,5-trinitro-1,3,5-triazinane (RDX), 2,2-dinitroethylene-1,1-diamine (FOX-7), 2,4,6-trinitrotoluene (TNT), and pentaerythritol tetranitrate (PETN). We find the dominance of MCE or LE in determining the most stable polymorph at common conditions is variable; i.e., LE domin...