We study Cantor staircases arising from different problems in Physics. Each staircase is endowed with the Farey structure in the vertical axis, the underlying cantordust set Ω having a fractal dimension strictly between 0 and 1. We find that length and distribution of stairsteps follow hyperbolic laws related to the Poincaré measure in the hyperbolic half-plane. The geometry of the underlying Ω is studied with the same tools.