Our paper intends to reply to Kagawa's comment paper (2021), “Towards a mechanism‐based classification of evolutionary radiations,” which raised an important question about “the definition of adaptive/non‐adaptive radiation and its applicability to interpret evolutionary radiations” reported by Matsubayashi and Yamaguchi (2021). In the current reply, we address this concern and clarify that our mechanistic criteria are valid for the large evolutionary radiations to quantify the relative contributions of ecological and non‐ecological speciation. Furthermore, we propose a new index to conduct a quantitative analysis of the mixture modes of evolutionary radiations.