Hello Eng Wei,
we don't use a development kit. The measurements were carried out on a dedicated board.
We also use an external 2.5V reference, as the internal reference is derived from the analog supply voltage and this is not necessarily so stable and accurate.
See ADC User guide chapter 2.1.6:
"Intel recommends that you use a clean external voltage reference with a maximum resistance of 100 Ω for the ADC blocks. If the ADC block uses an internal voltage reference, the ADC block is tied to its analog voltage and the conversion result is ratiometric."