The invention provides a display panel, a manufacturing method thereof and a display device, and relates to the technical field of display. A light emitting device layer is arranged on a driving backboard, a packaging layer, a color film layer and a light absorption layer are arranged on the side, away from the driving backboard, of the light emitting device layer, and the light absorption layer is configured to absorb light with the specific wavelength in external environment light and light emitted by the light emitting device layer; and the specific wavelength includes at least one of a wavelength between the red light band and the green light band, a wavelength between the green light band and the blue light band, and at least one of a wavelength less than the blue light band, and a wavelength greater than the red light band. The absorption layer is added in the display panel, and the light absorption layer absorbs light with a specific wavelength in external ambient light and light emitted by the light emitting device layer, so that the spectral width of the light emitted from the light emitting surface of the display panel is narrowed, and the color purity of the light emitted from the light emitting surface of the display panel is improved; therefore, the display effect of the display panel is improved.