This study evaluates airport performance from 2014 to 2021 with actual and forecasted data to help plan airport sustainability and establish sustainable airport development strategies. Eight Chinese airports (PEK, PVG, CAN, SZX, SHA, XMN, HAK, and HKG) and four representative Asian airports (HND, ICN, SIN, and DEL) are studied. Airport performance is evaluated from the process level (i.e. operational processes providing aeronautical service and financial processes providing commercial service) to the airport level using the Network DEA with actual and forecasted data from the grey model. Results indicate that HKG has been and will be efficient for the entire study period. There is an observed trend of an overall efficiency decrease during the forecast period of 2018–2021. This study classifies operationally efficient airports (PEK, HND, and XMN) and financially efficient airports (HAK, ICN, and DEL). Mainland Chinese airports show significantly higher operational efficiency than financial efficiency, and lower rankings in overall efficiency. It is expected that mainland Chinese airports will soon develop beyond the transportation center, possibly towards the aerotropolis, balancing economic, social, and environmental aspects for sustainable development. This study helps airport management to evaluate sustainable development strategies by assessing current and near future conditions affecting sustainability.