We address the problem of the connection among the geometric properties of quasi-Banach spaces linked to the notion of p-drop, such as p-Drop Property, Property p-(β), and uniform p-convexity. We completely settle the open question of whether they are mutually equivalent and put forward further research topics to continue to explore the mysterious subject of the geometry of p<1.