Physically stable compositions in the form of an injectable aqueous solution, the pH of which is comprised from 6.0 to 8.0, having at least: human glucagon and a co-polyamino acid bearing carboxylate charges and hydrophobic radicals Hy, in one embodiment, the compositions according to the invention further includes a gastrointestinal hormone.