Neurons in the lateral prefrontal cortex exhibit sustained activity during the maintenance of visual memory. Previous studies also demonstrated that prefrontal neurons display predictive activity in anticipation of upcoming visual stimuli. Because these retrospective and prospective coding of visual stimuli have been examined in separate experiments, how these processes interact in individual neurons remains unknown. To examine this, we recorded from single prefrontal neurons while monkeys performed two behavioural tasks. In one task, the animals passively viewed a moving object during fixation, while in the other, they remembered the location of a briefly presented visual cue for subsequent saccades. We found that many neurons were reactive and responded only after the visual stimulus appeared in their receptive field, whereas some neurons were predictive and increased their activity even before the moving stimulus entered the receptive field. In the memory-guided saccade trials, the reactive neurons exhibited sustained activity during the delay period, whereas the predictive neurons did not. Delays of visual response to a moving stimulus did not correlate with visual latency for a stationary stimulus. Instead, it correlated with the magnitude of sustained activity during the delay period in the memory-guided saccade task. Our data show that retrospective and prospective coding of visual information are represented by distinct neuronal populations, and that their temporal preferences are stable across different task conditions. Reactive signals may reflect the amount of temporal integration in short-term memory, whereas predictive signals may solely represent future events in isolation from the maintenance of past information.