The objective of this study was to assess the reliability and bias estimated breeding values (EBV) from traditional BLUP with unknown parent groups (UPG), genomic EBV (GEBV) single-step (ssGBLUP) UPG for pedigree relationship matrix (A) only (SS_UPG), GEBV ssGBLUP both A among genotyped animals (A22; SS_UPG2) using 6 large phenotype-pedigree truncated Holstein data sets. complete included 80 mi...