To benchmark the execution time and scalability of scCODA with the size of the data, we generated a collection of 800 datasets with an increasing number of cell types and samples (Methods—“Simulation description”). The generation parameters were chosen such that the typical dimensions of scRNA-seq datasets are covered by the benchmark.