Li et al. provide a chromosome-based genome of the ancestral rice relative Oryza rufipogon using SMRT, 10x and Hi-C. Using comparative genomics analysis, they identify genes important for agronomical traits and provide insights for the evolution of reproductive systems which can facilitate rice breeding programs.