The conjugator length function of a finitely generated group \(\Gamma \) gives the optimal upper bound on the length of a shortest conjugator for any pair of conjugate elements in the ball of radius n in the Cayley graph of \(\Gamma \) . We prove that polynomials of arbitrary degree arise as conjugator length functions of finitely presented groups. To establish this, we analyse the geometry of conjugation in the discrete model filiform groups \(\Gamma _d = \mathbb {Z}^d\rtimes _\phi \mathbb {Z}\) where \(\phi \) is the automorphism of \(\mathbb {Z}^d\) that fixes the last element of a basis \(a_1,\dots ,a_d\) and sends \(a_i\) to \(a_ia_{i+1}\) for \(i<d\) . The conjugator length function of \(\Gamma _d\) is polynomial of degree d.