Compared to a classic persistence assay (or survival assay, inactivation assay, ...), this protocol uses predetermined virion concentrations and non-linear statistical modeling to increase efficiency. Briefly, solutions containing 50000, 5000, 500, or 50 virions*/ml are prepared for each virus, these solutions are split into aliquots, and independent aliquots are used to do an MPN-like assay after 0, 7, 14, ... days. The MPN-like assay involves distributing the aliquots across 16 replicate liquid cultures of host cells (algae) and observing the number of cultures that are lysed. Statistical models are then used to estimate the initial concentration and decline of infectious virions. See the associated manuscript for a full description and schematic figure, as well as the statistical model.