Chlorfenapyr is a broad‐spectrum halogenated pyrrole insecticide with a unique mode of action. Due to the misuse and overuse of this chemical, resistance has been reported in several arthropods, including Plutella xylostella, which is one of the most destructive insect pests afflicting crucifers worldwide. A better understanding of the cross‐resistance and genetics of field‐evolved chlorfenapyr resistance could effectively guide resistance management practices. Here, the chlorfenapyr resistance of a field‐derived population of P. xylostella was introgressed into the susceptible IPP‐S strain using a selection‐assisted multigenerational backcrossing approach. The constructed near‐isogenic strain, TH‐BC5F2, shared 98.4% genetic background with the recurrent parent IPP‐S strain. The TH‐BC5F2 strain showed 275‐fold resistance to chlorfenapyr, but no significant cross‐resistance to spinosad, abamectin, chlorpyrifos, β‐cypermethrin, indoxacarb, chlorantraniliprole, or broflanilide (no more than 4.2‐fold). Genetic analysis revealed that resistance was autosomal, incompletely dominant, and conferred by 1 major gene or a few tightly linked loci. The synergism of metabolic inhibitors (PBO, DEM, and DEF) to chlorfenapyr was very weak (<1.7‐fold), and the metabolic enzyme activities in the TH‐BC5F2 strain were not significantly elevated compared with the IPP‐S strain. The results enhances our understanding of the genetic traits of chlorfenapyr resistance, and provides essential information for improving resistance management strategies.