  With respect to every Riemannian metric, the Teichm\"uller metric, and the
Thurston metric on Teichm\"uller space, we show that there exist measured
foliations on surfaces whose extremal length functions are not convex. The
construction uses harmonic maps to $\mathbb{R}$-trees and minimal surfaces in
$\mathbb{R}^n.$
