Abstract.The recruitment to the adult stock of a fish population is a function of both environmental conditions and the dynamics of juvenile fish cohorts. These dynamics can be quite complicated and involve the size structure of the cohort. Two types of models, i-state distribution models (e.g., partial differential equations) and i-state configuration models (computer simulation models following many individuals simultaneously), have been developed to study this type of question. However, these two model types have not to our knowledge previously been compared in detail. Analytical solutions are obtained for three partial differential equation models of early life-history fish cohorts. Equivalent individual-by-individual computer simulation models are also used. These two approaches can produce similar results, which suggests that one may be able to use the approaches interchangeably under many circumstances. Simple uncorrected stochasticity in daily growth is added to the individual-by-individual models, and it is shown that this produces no significant difference from purely deterministic situations. However, when the stochasticity was temporally correlated such that a fish growing faster than the mean 1 d has a tendency to grow faster than the mean the next day, there can be great differences in the outcomes of the simulations.The great majority of models of ecological populations describe populations as homogeneous collections of organisms. However, to an increasing degree, ecologists have become aware that the internal age and size structures of populations can have a decisive influence on the population dynamics (Ebenman and Persson 1988). Size structure may be particularly important in populations in which growth is fairly plastic and feeding and vulnerability to predation depend on size. The first factor, plasticity in growth, leads to the potential for a wide spectrum of organism sizes in the population, even within cohorts of individuals of the same age. The second factor, size dependence of feeding and vulnerability, means that members of an age-class cohort that have different sizes will have different probabilities of success in surviving and reproducing.These factors affect the dynamics of a population cohort and thus have many ramifications, both theoretical and practical, in ecology. On the theoretical side, there are questions of appropriate parental strategies (e.g., size of eggs, early parental care) and individual growth strategies in the face of environments with various size-dependent food availabilities and risks of predation. On the practical side, the recruitment of juvenile fish to the adult classes in commercial fish species is extremely important but is not well understood. It is quite possible