The visual world is processed with a great degree of non-uniformity across eccentricity and around polar angle locations. Contrast sensitivity, a fundamental visual dimension constraining our vision, drops drastically from foveal to peripheral locations. It also decreases from the horizontal to the vertical meridian, and from the lower vertical to the upper vertical meridian (i.e., polar angle asymmetries). Moreover, contrast sensitivity is a function of spatial frequency, and the general relation between the two dimensions is referred to as the Contrast Sensitivity Function (CSF). To overcome constraints of the visual system throughout the visual field, we constantly make rapid saccadic eye movements to foveate on relevant objects in the visual scene. Already before saccade onset, attention shifts to the saccade target location (upcoming fovea) and enhances visual processing at that location. Thispresaccadic shift of attentiontypically benefits contrast sensitivity, but it is unknown whether and how it modulates the CSF and if this effect varies around polar angle locations. Contrast sensitivity enhancement may result from a horizontal or vertical shift of the CSF, increase in bandwidth, or any of their combinations, and the magnitude may differ around the visual field. In the current study, we investigated these possibilities by extracting key attributes of the CSF using Hierarchical Bayesian Modeling. First, we characterized how the CSF varies around polar angle. Then we compared the CSF attributes during fixation and saccade preparation (presaccadic attention). The results reveal that presaccadic attention (1) enhances contrast sensitivity across a wide range of spatial frequencies, (2) increases both the most preferred and the highest discernable spatial frequency, and (3) narrows the bandwidth. Importantly, the presaccadic enhancement in contrast sensitivity was more pronounced along the horizontal than the vertical meridian, exacerbating the polar angle asymmetries present during fixation. In conclusion, presaccadic attention bridges the gap between presaccadic peripheral and post-saccadic foveal input by rendering more of the world visible at the saccade target, and more so at the horizontal than the vertical meridian.