Provided are an LED display module and a display device. The LED display module includes LED display units and a circuit board. Each LED display unit includes pixel units. Each pixel unit includes LED light-emitting chips. A surface of the circuit board is provided with a circuit layer. The circuit layer includes first wirings and second wirings that do not cross each other. A-electrodes of LED light-emitting chips in an i-th row of pixel units in a current LED display unit and in an i-th row of pixel units in a subsequent LED display unit are electrically connected by one first wiring. B-electrodes of LED light-emitting chips of a same color in a j-th column of pixel units in a current LED display unit and in a j-th column of pixel units in a subsequent LED display unit are electrically connected by one second wiring.