Heterogeneous reactions typically consist of multiple elementary steps whose rate coefficients help in elucidating the reaction mechanism. The authors combine metadynamics with a reactive flux approach to calculate rate coefficients of surface reactions, overcoming limitations of the transition state theory, and demonstrate application to CO oxidation on Pt(111) surfaces.