Manufacturer is a business engaged in manufacturing some product or someone who manufactures something while Factory is a plant consisting of one or more buildings with facilities for manufacturing. and the last Plant is a buildings for carrying on industrial labour cowboy...

factory/plant = building where things are made/manufactured manufacture/maker = person or group that makes/manufacture stuff manufacture = make