An in-depth analysis of the liquidity crisis in gold and silver leverage trading. This article analyzes the causes of widening bid-ask spreads, sharp increases in slippages, and the procyclical amplification effect of leverage under extreme market conditions, reveals the multi-level liquidity providers (LP) and dynamic risk control mechanisms of the trading platform, and helps investors rationally evaluate the platform's capabilities and establish a risk defense system under extreme markets.