Obviously Mussolini wasn't really a "devoted socialist" by the time he took part to the foundation of the Fasci di Combattimento.

I have begun answering a similar question here, where I try to examine certain traits of Mussolini's early days socialism, including whether he was a "true" socialist or not, his evolution and transformation during the Great War, and the process which led to the appearance of fascism.