There appear to be artifacts making the transition non-monotonic. This would distort the results of the measurement, but it sounds like you don't care about that much precision. The entire window is 150 fs which seems to be much smaller than the resolution you are looking for.
I would like to see a scan done with finer detail to see if the non-monotonicities are real or if they are artifacts of your discrete time samples. It's hard to tell from this display of data. Zooming in on the sampling window would help to see it more clearly. Are the colors of dots just showing overlap, in other words, density?