For Americans checking their retirement accounts, the market’s swings during the first quarter were a horror show. For Wall Street’s traders, they were a windfall.

Big banks’ trading desks posted their strongest results in years during the first three months of 2020—when the deepening coronavirus crisis wreaked havoc on the markets—buying and selling trillions of dollars worth of stocks and bonds, commodities and interest-rate products.

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