Extremal black hole horizons in N=2 SUGRA act as attractor for the scalar moduli in the theory. We explore a corresponding phenomenon in the space of scalar flows in a non-extremal black background and show that there exists an attractor mechanism in such flows. In addition, we also give a proof for the extremal horizon to be the geometrical mean of the non extremal horizon areas for black holes.