Yes, it is normal for your device to be warmer at the top, even in the case of a radiant panel. This phenomenon is due to a natural convection movement around the device, which generates a temperature difference between the top and bottom of the radiator.
Devices incorporating surface resistance on the facade are less sensitive to this phenomenon and have a more uniform surface temperature.