In order to remedy the defect of performance system based on single bottom line, this paper firstly analyses the corporate value orientation and goal based on sustainable development. As a symbiosis body composed by stakeholders, corporation should pursue harmonious development of economy, ecology and society. The paper builds a performance cube from three dimensions: content, process and object. It finally develops indicator system of corporate performance and introduces its preliminary application to practice.