A holomorphic pre-foliation \(\mathscr {F}=\ell \boxtimes \mathcal {F}\) of co-degree 1 and degree d on \(\mathbb {P}^{2}_{\mathbb {C}}\) is the data of a line \(\ell \) of \(\mathbb {P}^{2}_{\mathbb {C}}\) and a holomorphic foliation \(\mathcal {F}\) on \(\mathbb {P }^{2}_{\mathbb {C}}\) of degree \(d-1.\) We study pre-foliations of co-degree 1 on \(\mathbb {P}^{2}_{\mathbb { C}}\) with a flat Legendre transform (dual web). After having established some general results on the flatness of the dual d-web of a homogeneous pre-foliation of co-degree 1 and degree d, we describe some explicit examples and we show that up to automorphism of \(\mathbb {P}^{2}_{\mathbb {C}}\) there are two families and six examples of homogeneous pre-foliations of co-degree 1 and degree 3 on \(\mathbb {P}^{2}_{\mathbb {C}}\) with a flat dual web. This allows us to prove an analogue for pre-foliations of co-degree 1 and degree 3 of a result, obtained in collaboration with D. Marín, on foliations of degree 3 with non-degenerate singularities and a flat Legendre transform. We also show that the dual web of a reduced convex pre-foliation of co-degree 1 on \(\mathbb {P}^{2}_{\mathbb {C}}\) is flat. This is an analogue of a result on foliations of \(\mathbb {P}^{2}_{\mathbb {C}}\) due to D. Marín and J. V. Pereira.