Results show that most of the provinces and cities lack of operation efficiency in financial ecosystems. On the one hand, systematically technological progress is the key factor for promotion of operation efficiency in financial ecosystems; on the other hand, degradation of ecological efficiency is the main cause for efficiency recession. Results indicate that factors, such as financial development level, degree of opening up, degree of education, and economic development level can well explain the differences of operation efficiency in financial ecosystem.