I suspect that when you size a gasoline engine to a specific, essentially fixed load you can get better economy than if you have an engine that can produce a lot of excess horsepower. For most ICE vehicles the engine is much larger than needed for cruising down the highway. In a hybrid vehicle you can use the batteries to make up the extra needed power for peak load which allows you to put a much smaller engine in the vehicle.
Mike