The invention provides a pixel circuit, an array substrate and a display device. The pixel circuit comprises a first transistor, a second transistor, a third transistor, a fourth transistor, a fifth transistor, a sixth transistor, a driving transistor, a first capacitor and a second capacitor. By means of cooperation of the transistors and the capacitors, drive current which is generated by the driving transistor and used for driving a light emitting element to emit light is unrelated to intrinsic threshold voltage of the driving transistor, threshold shift caused by techniques is compensated, the problem of nonuniformity in light emission of the display device is solved, and uniformity in light emission of the display device is improved; in addition, the threshold voltage of the driving transistor is compensated by means of source following, and accordingly hysteresis is avoided.