Hi RuixiaoZhang
My thoughts are that the calibration is worse on that one device, causing depth to be worse as well. You could try to perform a calibration which should improve the depth.
Also, you can give me the MXIDs of the devices so I can check if something went wrong with factory calibration.
Thanks,
Jaka