Abstract In mining metal deposits, blasting fragmentation is a key indicator that directly affects production efficiency and economic costs. To address the limitations of current post-blast assessment, which overlooks the intrinsic relationship between in-situ fragmentation (geological characterization of in-situ rock mass discontinuities) and the resulting blasting fragmentation, this paper proposes a quantitative prediction model and methodology for blasting fragmentation.