Deng et al. constructed a comprehensive bacterial and archaeal genome catalog from groundwater and uncovered extensive previously unknown microbial diversity. This study reveals genome size as an axis underlying allocation of microbial defense and redox regulation and identifies groundwater as a hotspot of selenium metabolism and functional innovation.