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The subject of the study is dynamic management models of innovative business ecosystems. The object of the study is the processes of development of business ecosystems at the macro level. The purpose of the study is to highlight the competitive advantages of dynamic management models in innovative economic systems. The main methods used in the study are: functional – to analyze the behavior of the economic system; grouping scientific knowledge – to systematize the patterns of development of economic systems; the system method was used to study the fundamental foundations of the theory of management models; methods of induction and deduction, as well as time series analysis were used to identify the competitive advantages of dynamic models of innovative business management-ecosystems and their practical implementation. The elements of the behavior of business ecosystems, the main groups of patterns of their development and management stages, approaches to building dynamic models are presented. The results can be useful in developing strategies for the development of innovative business ecosystems, as well as in building management models to achieve competitive advantages. Understanding the patterns of development of competitive innovative business ecosystems and the use of dynamic management models will help Russian companies to remain competitive and successful in the market.