critical study topic in building structurereactivity correlations in broad catalytic research fields. [1-2] Especially, single-atom catalysts have emerged as a new research frontier in both energy and environmental sciences, featuring with atomically dispersed active sites and characteristic electronic properties. [3-11] On the other hand, water contaminations caused by toxic benzene-derived compounds, such as endocrine disruptors from the plastics industry, dyestuff pollution, and antibiotic used in the cultivation industry, have led to an enormous threat to the environment and human health. [12-16] In recent years, the peroxymonosulfate (PMS)-based Fenton-like catalytic oxidation process has been regarded as a clean approach to generating reactive oxygen species (ROS), which presents a promising potential to overcome the ever-growing pollutants in water systems resulted from the toxic benzene-derived compounds. [17-21] However, it is very hard to activate PMS to generate sufficient radicals to degrade water pollutants efficiently, which thus hinders the practical applications of PMS in the Fenton-like oxidation reactions. [22-24] To deal with these issues, abundant transition metal-based catalysts have been studied as for PMS-based Fenton-like oxidation To deal with the ever-growing toxic benzene-derived compounds in the water system, extensive efforts have been dedicated for catalytic degradation of pollutants. However, the activities and efficiencies of the transition metal-based nanoparticles or single-atom sites are still ambiguous in Fenton-like reactions. Herein, to compare the Fenton-like catalytic efficiencies of the nanoparticles and single atoms, the free-standing nanofibrous catalyst comprising Co nanocrystals and CoN x codoped carbon nanotubes (CNTs) or bare CoN x doped CNTs is fabricated. It is noteworthy that all these nanofibrous catalysts exhibit efficient activities, mesoporous structures, and conductive carbon networks, which allow a feasible validation of the catalytic effects. Benefiting from the maximized atomic utilization, the atomic CoN x centers exhibit much higher reaction kinetic constant (κ = 0.157 min −1) and mass activity toward the degradation of bisphenol A, far exceeding the Co nanocrystals (κ = 0.082 min −1). However, for the volume activities, the single-atom catalyst does not show apparent advantages compared to the nanocrystal-based catalyst. Overall, this work not only provides a viable pathway for comparing Fenton-like catalytic effects of transition metal-based nanoparticles or single atoms but also opens up a new avenue for developing prominent catalysts for organic pollutants' degradation. The ORCID identification number(s) for the author(s) of this article can be found under