Wider Banja Luka region has a very important gene pool of the old autochthonous varieties of different fruit species. Naturally, an important place in this gene pool is occupied by autochthonous varieties of pears that have various periods of maturation, interesting commercial and technological characteristics, and are sources of resistance genes to the economically most important diseases and pests, as well as to the external environmental conditions. This paper deals with 7 selected accessions of the Lubeničarka variety at the following locations: Prnjavor (village Orašje, accession G_19, town Prnjavor, accession G_20 and Kokori Crnadci G _18), Srbac, accessions G_15 and G_16, Banja Luka (Hisete G_14 and Bistrica G_17). In order to reliably prove that there are differences among selected accessions we have analyzed the genetic profiles using AFLP genetic markers and established, based on the Jaccard similarity coefficient, that there is a genetic variability among the studied accessions. Furthermore, based on these analyzes we have classified these studied varieties into 3 groups of which accession G_19 has a very large coefficient (0.4369) when compared to other accessions, so that the affiliation of this genotype to Lubeničarka variety stays questionable.