RCMP say the eastbound vehicle went out of control on the Trans-Canada Highway near Chestermere Tuesday night.
They say it rolled through the median before ending up on the shoulder of the westbound lane.
The driver died at the scene and a female passenger was pronounced dead in hospital.
The victims' names have not been released.
Police believe speed was a factor in the crash.