Abstract: With the improvement of residents' quality of life, people's demand for leisure has also increased, and urban leisure has become one of the important directions of urban development. By constructing an indicator system for measuring the level of urban leisure, this paper analyzed the urban leisure development level of Yinchuan City from 2000 to 2020 from five dimensions, including economic development and industrial capacity, urban transportation, leisure service and reception, urban leisure environment, leisure life and consumption. The research results showed that: firstly, the level of urban leisure in Yinchuan City rose slowly from 2000 to 2009, and the degree of urban leisure was basically the same as that in developed countries and eastern China, but it was affected by external factors such as national policies, with certain characteristics. Secondly, the level of urban leisure in Yinchuan City risen rapidly from 2010 to 2018, and the economic development entered the track of rapid development, and the consumption and income of residents increased significantly. Thirdly, the level of urban leisure in Yinchuan declined slowly from 2019 to 2020. Affected by the epidemic situation for three consecutive years, the development of urban leisure in Yinchuan showed a slow decline trend. Finally, using the introduction survey questionnaire method, it analyzed the influencing factors of urban leisure, and it also proposed the corresponding countermeasures and suggestions to promote the sustainable development of urban leisure, in order to provide theoretical basis and practical reference for the development of urban leisure in Yinchuan.