Whether it is constant or not may depend a lot on the accuracy of your calculation, e.g. if you have enough k-points. But since you didn't show the results it's hard to judge "how non-constant" it is, and thus if it's reasonable or not. But yes, you would expect it to be constant.
That said, a perfect system is hard to compute at finite bias (this question seems to pop up every week here on the Forum), so there may be some influence of that too.