An array substrate, a driving method thereof, and a display device are disclosed. The array substrate comprises a plurality of pixel units (11) defined by gate lines (110) and data lines (111) intersecting each other and a charge sharing unit (12). The charge sharing unit (12) is connected with at least two of the data lines (111). During a time period when a gate line (110) is not input with any scan signal for turning on pixel units (11), the charge sharing unit (12) electrically connects at least two data lines (111), to which it is connected, with each other. With this array substrate, the circuits for realizing charge sharing function is disposed in the driving unit for driving the display to display, thereby reducing costs of the driving unit and facilitating panellization of the driving unit.