Sulfided conventional transition metals Co, Ni, Mo, and W and noble metals Rh, Pd, Ir, Pt, and Re deposited over conventional support c-Al 2 O 3 (S BET = 262 m 2 g -1 ), and unconventional supports TiO 2 (anatase, S BET = 140 m 2-g -1 ) and ZrO 2 (baddeleyite, S BET = 108 m 2 g -1 ) were studied in the parallel hydrodesulfurization of 1-benzothiophene (HDS) and hydrogenation of 1-methylcyclohex-1-ene (o-HYD) at 360°C and 1.6 MPa. Mo, W, Co, and Ni sulfided catalysts exhibited relatively low activity in both HDS and o-HYD. For these sulfides, the TiO 2 and ZrO 2 support effect relative to c-Al 2 O 3 varied by the factor 0.4-9.3. In contrast, the supported sulfides of Rh, Re, Pd, Pt, and Ir were highly active in HDS with low TiO 2 and ZrO 2 support effect relative to c-Al 2 O 3 (Rh/ZrO 2 being an exception). Rh, Re, and Pd sulfided species exhibited relatively low activities in o-HYD reaction while Ir and Pt species exhibited high activities in o-HYD. The reference industrial bimetallic CoMo and NiMo Al 2 O 3 supported catalysts exhibited desirable high HDS but low o-HYD activities.