The driver, 51, is accused of knocking his passengers out with a sleeping drug, then driving to a cemetery where he would rob and abandon them.
Two victims subsequently died, Russia's interior ministry said.
Gold jewellery, mink fur coats, laptops, mobile phones and bank cards were recovered from the suspect's flat.
Police video shows the suspect being arrested and interrogated on a snowy road by armed police.
