A finite group G is said mixable if it admits a random product g_1^{\epsilon_1}g_2^{\epsilon_2}\ldots g_k^{\epsilon_k}, where g_1, g_2, \ldots, g_k are fixed elements of G and \epsilon_1, \epsilon_2, \ldots\epsilon_k are independent Bernoulli random variables, that is distributed uniformly on G
It is conjectured that the mixable groups are precisely the groups having no odd order quotients. We prove that this conjecture is true in the case of solvable groups and in some other context.