Plants deploy cell-surface pattern recognition receptors (PRRs) and intracellular nucleotide-binding site-leucine-rich repeat receptors (NLRs) to recognize pathogens. However, how plant immune receptor repertoires evolve in responding to changed pathogen burdens remains elusive. Here we reveal the convergent reduction of NLR repertoires in plants with diverse special lifestyles/habitats (SLHs) encountering low pathogen burdens. Furthermore, a parallel but milder reduction of PRR genes in SLH species was observed. The reduction of PRR and NLR genes was attributed to both increased gene loss and decreased gene duplication. Notably, pronounced loss of immune receptors was associated with the complete absence of signalling components from the enhanced disease susceptibility 1 (EDS1) and the resistance to powdery mildew 8 (RPW8)-NLR (RNL) families. In addition, evolutionary pattern analysis suggested that the conserved toll/interleukin-1 receptor (TIR)-only proteins might function tightly with EDS1/RNL. Taken together, these results reveal the hierarchically adaptive evolution of the two-tiered immune receptor repertoires during plant adaptation to diverse SLHs.