Abstract. Dependent observations commonly arise in factorial experiments. Apart from main-effects two-level designs formed by the Cheng Steinberg reverse foldover algorithm, which are known to be very efficient designs under dependence using the D-criterion, little is known about other designs, models and criteria, and the range of possible behaviour. In this paper, we investigate in detail 8-run two-level designs.