In the present study, 23 Y-STR loci (DYS576, DYS389I, DYS389 II, DYS448, DYS19, DYS391, DYS481, DYS549, DYS533, DYS438, DYS437, DYS570, DYS635, DYS390, DYS439, DYS392, DYS393, DYS458 DYS456, DYS643, YGATAH4, and DYS385ab) were investigated in 266 unrelated, healthy autochthonous individuals from the Zhuang minority population residing in the Guangxi Zhuang Autonomous Region, China. One hundred and eighty-nine alleles and 245 haplotypes were found in the Zhuang group. Two hundred and twenty-four haplotypes among them were unique, and the remaining 21 haplotypes were found in two individuals. Discrimination capacity was 0.9211. Haplotype diversity was 0.9993 and gene diversity ranged from 0.4173 (DYS437) to 0.9678 (DYS385ab). Populations' differentia was calculated and compared with Tibetan, Bai, Dai, Minnan Han, Beijing Han, Chengdu Han, Xuanwei Han, and Southern Han ethnic groups in China, the Singapore Han population, and the Kinh group from Ho Chi Minh City, Vietnam, in the same 23 Y-STR loci. Our results showed that these 23 Y-STRs are highly genetically polymorphic in the Zhuang group and can also enrich Chinese ethnic genetic information.