Move over, cyanobacteria! A large-scale study of the Earth’s surface ocean indicates the microbes responsible for fixing nitrogen there—previously thought to be almost exclusively photosynthetic cyanobacteria-include an abundant and widely distributed suite of non-photosynthetic bacterial populations.