Physically stable compositions in the form of an injectable aqueous solution, the pH of which is from 6.0 to 8.0, includes at least: a) human glucagon, and b) a co-polyamino acid bearing carboxylate charges and hydrophobic radicals Hy. In an embodiment, the compositions include, in addition, a gastrointestinal hormone.