Marine plankton occur throughout the ocean and are major functional organisms involved in nutrient production and transfer. This paper surveys the global, sunlit ocean and recovers new genomes of species that are still uncultured and uncharacterized. This highlights the magnitude of yet unexplored ecology and diversity that remains to be discovered within the world’s oceans.