early game, the supply depot is probably better because of the limited amount of morale boosting buildings without tech. it does impact supply goods because the more Manufacturing you have the more you produce extra goods. Like anything extra after building something goes into stored goods, or anything not enough takes from it. If you need the morale then it should out perform a factory, until later game. Typically early tho it helps to build it next to your colony capitals.
