Goldman Sachs, JPMorgan and Morgan Stanley Take Majority Share of AI Stock Trading Windfall

Wall Street’s three largest investment banks have earned about $52 billion in equity trading revenue this year, accounting for roughly 80% of the market as margin lending to hedge funds has risen amid the AI-driven rally.

The three biggest U.S. investment banks — Goldman Sachs, JPMorgan Chase and Morgan Stanley — have dominated trading activity tied to the recent surge in artificial intelligence-related equities, generating roughly $52 billion in equity trading revenue so far this year and capturing about 80% of the market.

Industry observers say the firms’ leading position reflects their size and longstanding relationships with hedge funds and other institutional clients. As AI-related stocks attracted heavy investor interest, hedge funds increased leverage through margin loans, boosting trading volumes and fee income for banks that supply financing and execute trades on their behalf.

Why the big banks are ahead

Analysts point to a combination of scale, prime brokerage capabilities and balance-sheet capacity that lets the largest banks underwrite and finance large, concentrated positions. Those strengths can translate into higher trading revenues when market activity concentrates in a handful of names — as has been the case in the AI-focused rally — because executing and financing big trades tends to flow to firms with deep client networks and infrastructure.

Market implications and risks

The concentration of market share in a small number of firms raises questions about industry resilience if volatility spikes or leverage unwinds. Increased margin lending can amplify gains in rising markets but also intensify losses when prices reverse, potentially prompting margin calls and forced selling. Regulators and market participants will be watching whether elevated concentration and leverage create systemic vulnerabilities as the market evolves.

What to watch next

Earnings reports, shifts in hedge fund positioning, changes in lending terms and any regulatory scrutiny of margin practices are among the factors that could alter the current revenue dynamic. For now, the rise in AI-related trading has translated into a sizeable revenue boost for Wall Street’s largest banks, reinforcing their dominant role in equity trading during this cycle.