Data on the production of olefins and benzene in Russia and the world are presented. The state of Russian ethylene pyrolysis furnaces is described. The advantages of modern furnaces over first-generation furnaces are shown. Recommendations for purchasing and upgrading pyrolysis furnaces are made.