When the Step attribute of a PI Point is "on", PI assumes that a value is constant until the next event, which works well in most cases.
For PI Points that track rolling averages, rolling totals, real-time derivatives of totalizer tags with respect to time, etc., it would be more useful to assume that a value is constant up to the previous event. Please add this as an interpolation option for PI Points.