In a setting of low malaria transmission, preventive interventions that target human and mosquito parasite reservoirs located near malaria cases reduced malaria among non-recipients up to 3 km away. Accounting for these ‘spillover effects’ reveals a higher population-level health benefit, and increased cost-effectiveness compared with previous analyses.