ORR is proceeded through a two-electron (2e − ) or four-electron (4e − ) pathway. [2][3][4][5] Due to the requirement of high energy conversion efficiency for energy devices, the 4e − pathway directly reducing O 2 to H 2 O is the ideal reaction process. Heretofore, precious metal Pt is still considered as an excellent catalyst for high-efficiency 4e − pathway. [6] However, the high-cost and scarcity limit the extensive use of Pt in practical applications. Thus, development of low-cost and non-precious metal catalysts for energy devices is an intuitively effective strategy.According to the principle that the active sites can be increased by reducing the geometry size, single-atom catalysts (SACs) could expose abundant active sites with maximum atomic utilization and unique physico-chemical properties. [7] It has been presented as a kind of new catalyst members and shows more excellent activity, selectivity, and stability compared with traditional catalysts. Since Thomas et al. first discovered the SACs in 1995, the SACs have been attracting a great deal of attention. [8] In 2000, Heiz et al. prepared SACs containing ≈1-30 Pd atoms for catalyzing acetylene cyclization polymerization reactions. [9] Subsequently, the research of SACs has been rapidly developed into a frontier topic in the field of catalysis since the concept of "single-atom catalysis" was first mentioned by Zhang et al. in 2001. [10] Soon afterwards, Zhang and co-workers proposed an Au-alloyed Pd SACs for ullmann organocatalytic reaction. [11] Subsequently, the Rh SACs loaded on ZnO nanowires could be used to industrially catalyze hydroformylation of olefins by Zhang et al. [12] It showed high activity and selectivity for the hydroformylation of propylene by Zeng et al. [13] Besides, the SACs can be used to catalyze other important electrocatalytic reactions, such as hydrogen evolution reaction (HER), oxygen evolution reaction (OER), and carbon dioxide reduction reaction (CO 2 RR). For instance, Yu et al. reported that Pt SAC supported on N-doped mesoporous hollow carbon spheres could exhibit excellent HER activity. [14] Wei and co-workers. dispersed Co-P 4 active sites on g-C 3 N 4 as for photocatalytic water splitting reaction. [15] Moreover, Wang et al. used DFT to study a series of transition metals SACs (Fe, Co, Ni, Cu) supported on N-doped graphene, proving that Co-N 4 SAC performed the most excellent OER activity. [16] Wang et al. synthesized Fe SAC on carbonbase with high-efficiency CO 2 RR catalytic activity. [17] Oxygen reduction reaction (ORR) is the important half-reaction for metal-air batteries and fuel cells (FCs), which plays the decisive role for the performance of whole devices. Developing high-efficiency non-precious metal ORR catalysts is urgent and still challenging. Single-atom catalysts (SACs) are considered to be one of the promising substitutes for Pt due to their maximum atom utilization efficiency and mass activity. Despite considerable efforts in preparing various SACs, the reaction mechanism and intrinsic activity modulat...