Behind the price fluctuations of precious metals are multiple drivers of macroeconomics, supply and demand, and sentiment. This article combs through the monetary attributes of gold, the industrial duality of silver, and the supply concentration characteristics of platinum and palladium, and introduces tools such as interactive pricing factor maps, product comparison panels, and macro scenario simulations to help traders establish a systematic market cognitive framework from theory to practice.