Increasing rates of opioid-related overdose have been identified globally. Treatment for opioid use disorders (OUD) includes medications for opioid use disorder (MOUD) alongside behavioral support. In this study we use statistical analysis and machine learning to show that the Breaking Free Online program may reduce opioid use and improve biopsychosocial functioning in individuals with OUD.