We have evaluated crystal structure prediction by global exploration of the lattice energy surface on a set of ten highly energetic organic molecules. The computational methodol-ogy applied a rigid-molecule approach using an empirical force field with atomic multipole electrostatics, followed by re-optimization of the lowest energy predicted structures using dispersion-corrected solid state DFT. The results demonstrate that this is a reliable approach for structure prediction of this class of energetic materials.