At 25°C they should all show 25°C as that is the reference for 100K. If it doesn't happen you should measure the 4,7K resistor near thermistor pin. Some boards have the wrong resistor mounted and then all the math does not work of course. The system looks normally like this (might be vise versa)
GND-4,7K- sensor pin - thermistor - 5V
So voltage measured at sensor pin depends on resistor.
But still with wrong value sit should not fluctuate. That only happens through crosstalk or bad contact somewhere.