The experiment was conducted at BRRI farm, Gazipur in T. Aman season, 2008. A total of 33 accessions composed of 28 local aromatic viz. Kalgochi, Buchi, Maloti, Chini Sakkor (acc. no. 387), Chini Sakkor (acc. no. 388), Thakurbhog, Chini Kamini, Dak Shahi, Chini Kanai, Soru Kamini, Badsha Bhog Tapl-62, Kalijira Tapl-64, Kalijira Tapl-68, Kalijira Taple-74, Straw Tapl-500, Oval Tapl-600, Black Tapl-554, Badsha bohg (acc. no. 4355), Ukni Madhu, Absh Mot, Kalijira (acc. no. 4755), Padmabhog, Kalijira (acc. no. 4814), Baoi Jhaki, Jira bogh, Kalijira (acc. no. 4832), Dudsail, Guamuri and four modern aromatic varieties (BR5, BRRI dhan34, BRRI dhan37 and BRRI dhan38) along with Nizersail were grown. The germplasm were collected from BRRI Rice Genebank. For each entry, thirty-day-old single seedling per hill with a spacing of 20 X 20 cm between rows and plants, respectively were transplanted in 5 m x 2 m plot using randomized complete block design (RCBD) with three replications. Fertilizers were applied @ 80:60:40 Kg NPK/ha. Gap filling was done within one week of the transplanting. Proper management practices were carried out throughout the crop growth period including necessary control measures for keeping the crop free from weed, pests and diseases infestation. Fifteen morpho-agronomic and yield contributing data viz. seedling height (cm), plant height (cm), days to 50% flowering, days to maturity, number of panicle/hill, panicle length (cm), filled grains/panicle, unfilled grains/panicle, grain length (mm), grain breadth (mm), 1000 grain weight (g), flag leaf area (cm2), harvest index (%), yield/hill (g) and yield (t/ha) were recorded. Mahalonobis’ D2 and Canonical Vector Analysis methods were used to cluster the varieties using GENSTAT 5.13 program.