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The crisis of modern competitiveness model of Russian economy, particularly acute after the introduction of financial and technological sanctions, requires the search for new concepts of long-term development. In accordance with the basic laws of dialectics, this task can be solved only on the basis of historical experience. The article provides a retrospective analysis of Russian models of national development, the features of which must be critically interpreted. To achieve this goal, the work identifies positive and negative characteristics of the Russian experience in improving the competitiveness of the economy in the years 1820–1991. The author offers recommendations concerning the formation of a new model of the Russian economy's development on the basis of ensuring national self-sufficiency. The results of the work can be used in elaborating national programs for long-term development of the economy. Among the basic elements it is necessary to highlight the priority development of industry based on cluster approach, ensuring the import independence of the economy and ample beneficial use of national resources.