Output parameters for the benchmark model comparison. We show models with an input of one, two, and three sectors and for radiation-bounded (“rb”) or matter-bounded (“mb”) template models. Each plot shows a standard boxplot configuration with the median value in red, with the box spanning from the first to third quartile, and the horizontal gray bars extending to 1.5 times the inter-quartile range. Faint open circles show the data that extend beyond the horizontal gray bars. In each panel we show the results forcing the number of components from one to three. The two top panels show the marginal likelihood (“lml”) and the likelihood while the other panels below show several parameters (from top to bottom the number of ionizing photons, the mass of H⁺, the mass of H₂ traced by CO, the mass of H₂ traced by C⁺, the X-ray luminosity, the metallicity, and the escape fraction of ionizing photons). The horizontal lines show the expected value, except for the marginal likelihood where it indicates the highest value.