multifunctionality is a way to promote sustainable cropping systems.• Five annual cropping systems were compared using fourteen primary variables underlying seven functions and four performances of agroecosystems. • Despite similar multifunctionality index, cropping systems had contrasted performances. • No cropping system enhanced both crop production and biodiversity conservation• Agroecosystem multifunctionality decreased with the number of field interventions and nitrogen inputs.