Time-averaged chemical evolution of selected species on the surface (top) and in the bulk (bottom). Time-averaging refers to averaging abundances across all models of a given type at fixed logarithmic time intervals. The solid black line shows the mean abundances at each time step, with shaded areas representing the 1σ confidence interval. The dashed lines indicate the upper and lower temperature bounds.