Goldman Sachs Oil Trading Scandal: Why Wall Street’s Biggest Villain Might Just Be a Scapegoat#

Every Christmas in Britain, there’s a thing called pantomime — a gloriously loud, audience-heckling theatrical tradition. And every pantomime has a villain. He sweeps in from stage left, usually wearing a black cape. The crowd boos on cue. He twirls his moustache, delivers some suitably menacing lines, and is eventually defeated by the hero’s courage and the audience’s collective roar. Everyone goes home happy, convinced that evil has been vanquished. Meanwhile, the building is still just as structurally unsound as it was before the curtain rose.

Goldman Sachs got cast as the panto villain of the oil price bubble — and honestly, the casting made sense. The firm’s fingerprints were all over the crime scene. Its analysts published some of the most aggressively bullish oil forecasts in the history of commodity research. Its subsidiary, J. Aron, operated as one of the biggest swap dealers in the over-the-counter commodity derivatives market. Its proprietary trading desk was placing directional bets on the same exchange where client money was pouring in. If you wanted a single institution that embodied every structural conflict at the heart of the shadow oil price, Goldman Sachs was a casting director’s dream.

But notice the question mark in this chapter’s title. It’s there for a reason. Because the closer you look at Goldman’s role in the oil bubble, the clearer something becomes: the problem isn’t Goldman. The problem is the stage itself.

The Three Hats#

To make sense of Goldman’s position in the oil market, you have to understand that the firm wasn’t playing one role. It was playing three — simultaneously, under the same roof, with information flowing freely between divisions.

Hat one: the analyst. Goldman’s commodity research team, led by analysts whose names became virtually synonymous with bullish oil calls, published a string of forecasts in 2007 and 2008 projecting oil at $150, $175, even $200 a barrel. These weren’t fringe predictions from some obscure newsletter. They came from the most influential commodity research franchise on Wall Street, and they moved markets. When Goldman said oil was heading to $200, portfolio managers paid attention. Pension fund committees paid attention. The financial press splashed the number across front pages.

Hat two: the swap dealer. J. Aron, Goldman’s commodity trading arm, was one of the biggest middlemen in the OTC commodity derivatives market. When clients — pension funds, index funds, hedge funds — wanted exposure to rising oil prices, many of them got it through swap agreements arranged by J. Aron. Every bullish forecast that drew fresh money into the oil market generated transaction fees for the same institution that had issued the forecast in the first place.

Hat three: the proprietary trader. Goldman also ran its own trading book in energy markets. The firm took directional positions — sometimes aligned with its published research, sometimes the opposite — using its own capital. The informational edge was built into the structure: Goldman could see the order flow from its swap dealer business, knew how its clients were positioned, and had the analytical firepower to anticipate market moves before they happened.

Three hats, one head. The analyst attracted the money. The swap dealer processed the money. The proprietary desk traded alongside the money. And none of it violated the letter of existing regulation.

The Scapegoat Trap#

The natural reaction to all of this is outrage. And that outrage isn’t entirely unjustified — the conflict of interest is real, measurable, and consequential. In 2026, a U.S. Senate hearing revisited Goldman’s oil trading activities, with legislators pressing on whether the firm’s dual role as market-maker and proprietary trader amounted to structural manipulation. Goldman’s defence — that its commodity operations provided essential market liquidity — did little to quiet the room. Investigative reporting showed that during periods of intense oil price volatility, Goldman’s derivatives positions didn’t merely track the direction of price movement — they dwarfed what any genuine liquidity provider would need, suggesting something well beyond passive market-making. The data doesn’t look good.

But outrage aimed exclusively at Goldman falls into what we might call the scapegoat trap — that deeply human tendency to pin systemic failures on a single actor, punish the actor, and declare the problem solved.

Ask yourself three questions. First: was what Goldman did legal under the existing regulatory framework? Yes. Entirely. The swap dealer loophole — which classified investment bank commodity trading arms as “commercial” participants and exempted them from speculative position limits — was designed by the CFTC. Goldman didn’t create that loophole. Goldman just walked through it.

Second: was Goldman the only firm doing this? Not even close. Barclays Capital, Morgan Stanley, Merrill Lynch, JPMorgan — they all ran similar three-hat operations: analyst research, swap dealer business, and proprietary trading in the same commodity markets. Goldman was bigger, louder, and more visibly bullish, which made it a better target. But the business model was industry standard.

Third: if Goldman were punished — fined, sanctioned, broken apart — would the underlying problem actually go away? No. Because the underlying problem isn’t that Goldman exploited the regulatory architecture. The underlying problem is that the regulatory architecture was built to be exploited. The swap dealer loophole would still be there. The OTC market would still be opaque. Position limit exemptions would still be available. The next Goldman — whether it called itself Goldman or something else — would do exactly the same thing, because the incentive structure would be exactly the same.

That’s the scapegoat trap in its purest form. Punish the villain. Feel the catharsis. Change nothing.

The Institutional Design Problem#

The more productive question isn’t “Is Goldman guilty?” It’s “Why does the system allow this in the first place?”

The answer is architectural. The wave of commodity market deregulation that started in the 1990s — the exemptions granted by the CFTC, the Commodity Futures Modernization Act of 2000, the slow erosion of the boundary between commercial hedging and financial speculation — created a market structure where the three-hat model wasn’t just possible. It was rational. Any institution that didn’t exploit every available role was leaving money on the table. Goldman didn’t corrupt a well-functioning system. Goldman optimised within a badly designed one.

This distinction matters enormously for policy. If the problem is Goldman, the solution is prosecution. If the problem is the system, the solution is redesign. And the evidence overwhelmingly points to the second diagnosis.

Every major investment bank that participated in the commodity derivatives market between 2005 and 2008 ran some version of the three-hat model. The aggregate effect of all their activity — the billions in commodity index flows, the trillions in notional OTC derivative exposure, the price forecasts that doubled as marketing material — was systemic, not individual. You could remove Goldman from the equation entirely and the shadow oil price would still have been manufactured, because the manufacturing infrastructure was woven into the market’s regulatory DNA.

Beyond the Pantomime#

The panto villain serves a psychological function. The audience needs someone to boo. The political system needs someone to subpoena. The media needs someone to put on the front page. Goldman fits all three roles beautifully — and the firm’s own institutional arrogance, its tone-deaf bonuses, its revolving door with the Treasury Department, its occasional public statements that seemed almost designed to provoke, has made the casting even easier.

But pantomime isn’t policy. And the real danger of the panto villain narrative is that it swaps emotional satisfaction for structural reform. As long as people believe the oil price bubble was caused by Goldman Sachs being bad, rather than by a regulatory framework being broken, there’s no political will to fix the framework. The villain has been booed. The audience has gone home. And backstage, the same set is being quietly reassembled for next year’s show.

The question isn’t whether Goldman Sachs played a role in the oil price bubble. It did. The question is whether punishing Goldman Sachs would prevent the next one. It wouldn’t. For that, you’d need to close the swap dealer loophole, impose position limits on financial participants, bring OTC derivatives under mandatory reporting, and separate the analyst, dealer, and proprietary trading functions that currently coexist under the same institutional roof.

In other words, you’d need to reform the institution — not the institution called Goldman Sachs, but the institution called the commodity futures market. Whether anyone has the stomach for that kind of reform is the subject of the next chapter.