There are several reasons the upgrade list can change, including the addition of travelers who have just checked in for their flight.
Once checked in, travelers may end up high on the standby list based on their elite status above those travelers with lower status.
The upgrade standby list can also change when a traveler has missed a connection, decided to take an earlier flight, or declined an upgrade, perhaps to sit with a colleague or family member in economy.