Often labeled « para-governmental », nonprofit organizations financed with public funds cannot only be considered as executors. In this paper, we introduce nine examples of « deviant » nonprofit organizations, and then analyze different means publics authorities can use in order to control them. Our advocate a management style named “conditional autonomy”: autonomy is extended at first, but reduced when deviant behaviors exceed a determined acceptable level. Finally, we discuss agency cost issues within asymmetrical partnerships.