In WWII it’s generally agreed that the NAZIs had better, more sophisticated weapons. The US and Soviets just built more which ended up being a winning strategy.

That’s a common myth. Like any other nation, Germany had a couple things they did better and things they were worse at. They never had broad technological supremacy at any point in the war.