All Content from Business Insider 07月24日 23:56
'A long, slow bleed': Quant hedge funds are getting slammed and scrambling for answers
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自六月以来,量化对冲基金普遍遭遇持续亏损,且不同于以往由市场大幅波动引起,此次亏损呈现“小幅亏损累积”的特点,令行业困惑。包括Qube、Point72的Cubist部门以及Man Group在内的多家知名量化基金均受到影响。分析人士指出,尽管量化基金整体年度表现尚可,但这种持续的、难以解释的亏损模式引发了行业对其策略有效性和潜在风险的担忧。市场普遍猜测,这可能与市场拥挤交易、动量策略失效以及高波动性股票的上涨有关,但具体原因仍待探明。

📈 市场困境:自六月以来,量化对冲基金普遍经历持续亏损,与以往由市场剧烈波动不同,此次表现为“小幅亏损不断累积”,令基金经理感到困惑,行业内对此现象的解释存在分歧。

📉 知名基金受挫:包括Qube Research & Technologies、Point72的Cubist部门、Two Sigma的Spectrum基金以及Man Group的AHL Dimension基金等在内的多家量化基金均报告了不同程度的亏损,显示问题并非个别现象。

🧮 策略挑战:文章指出,此次亏损可能与动量策略的失效、投机性高波动性股票的上涨以及部分拥挤交易的平仓有关。传统的统计套利策略在面对这种“慢牛”困境时,其优势可能受到影响。

📊 行业影响:虽然量化基金的年度整体表现可能仍优于部分传统策略,但这种持续的、难以解释的亏损引发了市场对其策略有效性和风险管理的担忧,并可能对行业产生一定的连锁反应。

Mexican wrestlers practice body slams during training in a gym in Mexico City's Arena Mexico September 28, 2005.

Quant hedge fund managers are experiencing one of the most prolonged droughts in recent memory. The bigger concern: They don't know why.

Systematic hedge funds have suffered a steady decline since June that managers are struggling to wrap their heads around. Quant executives, portfolio managers, and headhunters working in the space told Business Insider that the turmoil has hit most of the industry, generating concern and intrigue about the source of the pain.

"It kinda crept up on everyone as there weren't many disastrous days, but it's been small loss after small loss," said one executive at a quant trading firm, who wasn't authorized to speak publicly. "No one seems to know why this is happening."

Qube Research & Technologies, the $28 billion quant firm started by former Credit Suisse traders, has lost 5% in July in its flagship fund through last Friday, a person close to the manager said. The manager's larger Torus fund is down 7% in July, but both strategies are still up double-digits on the year.

Point72's Cubist unit has experienced one of its worst stretches since the pandemic slammed global markets in March 2020, two people familiar with the firm said. Two Sigma's Spectrum fund is down roughly 2% this month through the end of last week, a person close to the manager said.

At Man Group, the firm's AHL Dimension fund — a multi-asset systematic strategy — was down 2.5% in July through Tuesday, according to the London-based manager's website. Renaissance Technologies' largest external fund was down close to 6% in June, according to HSBC's Hedge Weekly report.

These firms declined to comment or did not immediately respond to requests for comment.

From the start of June through this Tuesday, equity quant managers lost 4.2%, according to a report from Goldman Sachs' prime services unit. The losses, driven by US equities, are the worst run of performance for systematic long-short strategies since a sharp drop at the end of 2023.

Quant distress doesn't necessarily signal broader market trouble, but severe losses can spill over — especially if a large firm dumps positions and sparks contagion. The S&P 500 is up nearly 8% since June, and the VIX — a measure of volatility — is at its lowest point since February.

Other prominent hedge fund strategies, including fundamental equity and multi-strategy, have steadily gained over the same period, the report said. Luckily for the quant space, it had been a strong year performance-wise until summer began, so the sector's annual returns are still, on average, outpacing their human rivals.

Quants have had a strong year performance-wise until recently.

A hallmark of statistical arbitrage, a classic quant trade that wields mathematical models to exploit short-term pricing inefficiencies across large baskets of stocks, is taking positions poised to pay off regardless of broader market swings. It has periodic slumps like any other trade, but they tend to be sharp and quick.

Major drawdowns often last just a couple of days and stem from a large player liquidating a portfolio or reducing market exposure.

Overcrowding can exacerbate losses, as it did during the so-called Quant Quake, in which systematic hedge funds such as Goldman Sachs' famed quantitative division suffered heavy, sudden losses in August 2007 while the rest of the market rallied.

What's unusual this summer, industry sources say, is the accumulation of small losses over weeks.

Data from Goldman Sachs's prime brokerage unit shows drawdowns as of July 22, 2025.

"Everyone says it's different this time — different because of duration," said a hedge fund consultant who works with large quant funds. "This has been a long, slow bleed across the complex."

That pattern isn't consistent with a large liquidation and its aftershocks, though losses so far this week have been more intense, including a 0.6% decline on Tuesday, according to Goldman Sachs. The Goldman report said drivers included the sell-off of momentum strategies that bet rising stocks will keep rising; the rally in speculative, high volatility stocks; and "some unwinding of crowded trades."

Intense losses could quickly pile up if sizable funds start cutting their exposure.

"It's survival of the fittest, basically," said one quant trader at a multi-billion-dollar manager. "Who is going to have the stomach to ride this out and stick to their bets?"

Read the original article on Business Insider

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量化对冲基金 基金亏损 量化策略 市场波动 对冲基金
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