This paper aims to holistically study hydrogen production options essential for a sustainable and carbon-free future. also outlines the benefits challenges of methods provide alternatives fossil fuels by meeting global energy demand net-zero targets. In this study, sixteen are selected sustainability investigation based on seven different criteria. The criteria in comparative evaluation cover v...