She says it is unclear whether the handbrake was left off or what has happened.
A police spokesperson said they spoke to the owner and the vehicle was towed.
The car after it rolled into Lake Wakatipu. Photo / James Allan
A witness at the scene said the car rolled across a road, a footpath and two walkways before falling about 400m down a vertical cliff. Eventually endeing up in the lake.