Considering the proliferation of gravel bike seatpost suspension systems, its surprising that theres a lack of objective comparison between the various designs. Specifically, what are the quantifiable benefits of parallelogram-based systems versus those utilizing a pivot-based design, and are the advantages of one over the other significant enough to outweigh the added complexity and weight? Furthermore, how do these systems compare in terms of fatigue life, maintenance requirements, and compatibility with different types of seatposts and frame designs? Given the emphasis on vertical compliance, are there any notable differences in how these systems respond to different types of road surface inputs, and can these differences be correlated to real-world performance benefits or drawbacks?