Why is my vehicle driving above the ground/collision?

Try removing any wheel bodies you may have in your physics asset. The WheeledVehicleMovementComponent should create those automatically. Also, make sure your mesh’s wheel radius and offset match your VehicleWheel radius and offset properties.