Islamic banks have grown very rapidly in recent years in Indonesia. Islamic banking has its own uniqueness in carrying out its activities based on Sharia law which employs the philosophy of Qur'an and Sunnah to provide good and efficient services. This study employed Practice Theory to identify the indicator of sustainability performance from an Islamic perspective. This research used qualitative and quantitative methods to find the measurement of sustainability performance for Islamic banking from an Islamic perspective in Indonesia. Performance measurement system's development requires a dynamic and balanced system in transcribing complex and huge information in terms of Analytical Hierarchy Process (AHP) approach. This method provides the priority of attributing pairwise comparison. The 33 performance criteria will then be used as a priority consideration for the decision maker in measuring the Islamic banking sustainability performance. As a result, Islamic Banking sustainability performance is developed as the main priority is given to the environmental factor compared with social and economic.