Information on Earth's biodiversity is increasingly collected using DNA-, image- and audio-based sampling. At the same time, new statistical analysis methods are being developed to make more out of the collected data, providing detailed information on Earth's biodiversity and its status. Now, an international research group has developed a new statistical approach for jointly modeling the distributions of up to millions of species. The new approach improves predictions especially on rare species that have remained difficult to model with earlier approaches.