Thejaponicarice (Oryza sativaL.) cultivar Koshihikari is considered an important breeding material with good eating quality (EQ). To effectively utilize Koshihikari in molecular breeding programs, determining its whole genome sequence including cultivar-specific segment is crucial. Here, the Koshihikari genome was sequenced using Nanopore and Illumina platforms, and de novo assembly was performed. A highly contiguous Koshihikari genome sequence was compared with Nipponbare, the reference genome ofjaponica. Genome-wide synteny was observed, as expected, without large structural variations. However, several gaps in alignment were detected on chromosomes 3, 4, 9, and 11. It was notable that previously identified EQ-related QTLs were found in these gaps. Moreover, sequence variations were identified in chromosome 11 at a region flanking the P5 marker, one of the significant markers of good EQ. The Koshihikari-specific P5 region was found to be transmitted through the lineage. High EQ cultivars derived from Koshihikari possessed P5 sequences; on the other hand, Koshihikari-derived low EQ cultivars didn’t contain the P5 region, which implies that the P5 genomic region affects the EQ of Koshihikari progenies. The EQ of near-isogenic lines (NILs) of Samnam (a low EQ cultivar) genetic background harboring the P5 segment was improved compared to that of Samnam in Toyo taste value. The structure of the Koshihikari-specific P5 genomic region associated with good EQ was analyzed, which is expected to facilitate the molecular breeding of rice cultivars with superior EQ.Supplementary InformationThe online version contains supplementary material available at 10.1007/s11032-022-01335-3.