Maybe because Venus' orbit is very round. It's almost a perfect circle, and a perfect
circle would have no perihelion (or would it be correct to say that the entire orbit would be perihelion and apihelion at the same time?)
I'm just guessing here, but as Venus gets tugged around by other planets, its perihelion might almost instantly jump from one part of its orbit to another without actually advancing smoothly to that point. This being because in an almost perfect circle, a point even 180 degrees from perihelion just barely misses being the perihelion itself.
So it's kinda like the calculus problem, what is the slope at a cusp? Undefined, it can point in many different directions. For Venus, with its almost round orbit, which point is the Perihelion, and would the smallest little change affect which point would be considered Perihelion?
Something with a higher
eccentricity such as Mars would never have this "perihelion identity crisis", and its perihelion advances in a periodic fashion.
Just my guess since I've never heard that it was hard to measure.