Fast-Money Quants Stumble as Momentum Bust Roils Strategies

Dear all,

It is not always easier to make money running a long/short book than a long only portfolio.

The record losses for quant hedge funds goes to Renaissance Technologies in Oct. With all their AI/ML expertise and factor investing, Renaissance Technologies lost all profits made in the whole year from their Oct losses for both external funds, RIDA and RIEF. They have crawled back some of the losses in Nov with YTD gains about zero.

Pls check out the article below from Bloomberg.

Regards

James

Fast-Money Quants Stumble as Momentum Bust Roils Strategies

By Justina Lee and Denitsa Tsekova

October 25, 2025 at 4:11 AM GMT+8

Takeaways by Bloomberg AIHide

  • Quantitative funds are suffering this month amid reversals in crowded and previously money-minting positions, with quant long-short funds down 1.7% in October.

  • The momentum unwind has tripped up investors who have been riding on the profitable coattails of steady winners like AI and European banking shares, as well as assets like gold.

  • Strategies tuned to the “quality” factor and the “low volatility” factor also lost money as expectations for central-bank easing bolstered risk appetites and lifted firms with flimsier fundamentals.

Behind the scenes of placid Wall Street markets, drama is unfolding for some heavy-hitting professional investors.

Quantitative funds are suffering this month amid reversals in crowded and previously money-minting positions. The risks in stretched momentum trades were laid bare this week in sessions like Wednesday, when high-flying gold, tech shares and crypto were torpedoed all at once.

Quant long-short funds are down 1.7% in October, posting their first losses since another big bout of volatility in July, according to a Thursday report from Goldman Sachs’s prime brokerage. That compares with roughly flat returns for their fundamental peers. The $20 billion Renaissance Institutional Equities Fund lost about 15% through Oct. 10, Hedge Fund Alert reported. A representative of the firm declined to comment.

For now, the pain is confined to institutional investors employing long-short strategies. Broad equity benchmarks ended the week solidly green, with the S&P 500 rising 1.9% and the Nasdaq 100 adding 2.2%. Bitcoin was around $110,000, way below its recent peak, while gold staged a modest bounce after losing more than 5% Tuesday.

Stripping out the quant-speak, the momentum unwind essentially translates to a stalling out in steady winners like AI and European banking shares, as well as assets like gold, tripping up anyone who has been riding on their profitable coattails. In one brutal example, a long-short Morgan Stanley basket tracking momentum stocks slid 11.3% over the five days ending Wednesday, the sharpest decline since March.

At the same time, strategies tuned to the relatively stodgy “quality” factor — profitable companies with low leverage, mainly — and the “low volatility” factor also lost money as expectations for central-bank easing bolstered risk appetites and lifted firms with flimsier fundamentals.

“‘Junk rallies’ hurt quants because they are often short low-quality stocks and long high-quality stocks,” said Richard Craib, founder of Numerai, a crowdsourced systematic hedge fund that runs about $450 million. “If the damage gets big enough, quant funds start to delever to cover their shorts, making matters worse and leading to a deleveraging cascade.”

Momentum Factor Suffers Big Losses

One pair trade slid more than 11% over the five days ending Wednesday

All told, the declines bear some similarities to the summer, when a junk rally derailed what had been a favorable year for quants. A notably wilder ride for speculative favorites has been a distinguishing feature of the latest drawdown.

A Goldman basket of the market’s most-shorted stocks saw its October month-to-date gains reach 21% at one point — likely hurting hedge funds — only to nearly halve that by Friday. The highly-shorted Beyond Meat Inc. surged 146% Tuesday on an influx of retail traders before plummeting. Gold posted its worst day since 2020 on profit-taking.

The rollercoaster route that saw some speculative names gaining in early October only to sell off recently has the “makings of another quant quake,” Charlie McElligott, managing director of cross-asset strategy at Nomura, wrote in a note.

“It feels like there is an increased sensitivity of macroeconomic variables and single stocks to reversals at the moment — we saw it with gold and oil,” said Adam Singleton, chief investment officer of external alpha at Man Group. “There’s a little bit of trying to find a narrative around the macro situation right now.”

Most-Shorted Stocks Are on A Tear

The most-hated firms have rallied this year, punishing short sellers

In stocks, the abrupt rotation has been most evident in the momentum strategy, which goes long shares with large recent gains and shorts the opposite. The momentum drawdown may continue as hedge funds continue to trim their historically elevated exposures to the factor, Ioannis Blekos, an equity salesperson at Goldman, noted this week.

Quant hedge funds deploy a wide range of trading signals, many of which can be proprietary. But generally, their October weakness may be explained by big losses in investing styles common to many of them, says Yin Luo, who leads quant coverage at Wolfe Research.

In addition to momentum, value (which favors cheaper shares), quality (profitable and low-leverage ones) and low volatility are all down this month.

These factor declines mean “institutional investors have to rush to cut down risk budgets from time to time — all that timing difference is likely to trigger rounds of further risk-on and risk-off trades,” he wrote in an email. “In short, the self-fulfilling prophecy makes it even worse.”

At Jupiter Asset Management, the $6.3 billion Jupiter Merian Global Equity Absolute Return Fund is down about 1.9% this month, set for its worst period since 2020, trimming its 2025 gain to 8.4%. Its manager, Amadeo Alentorn, attributes the broad quant weakness to a junk rally and short squeeze in the US and momentum declines in Europe.

“It’s not one single kind of driver that’s driving everything in different regions, in different sectors,” he said. “This is why maybe you are seeing quite a bit of dispersion within the managers.”

While many quants rely on idiosyncratic signals that strip out the widely known return drivers, there can still be collateral damage as common factors start selling off, said Singleton at Man. Even then, the declines this month, as in July, are a bit of a mystery.

“It’s starting to get a little bit troubling that managers can have, in some of the more well-publicized cases, quite bad months without there being such an obvious driver of why they’re losing money,” he said.

  1. — With assistance from Isabelle Lee
2 Likes

If your portfolio is up more than 20% year-to-date after fees (approx 30% before fees), this is one of the few times you are outperforming Medallion.

Renaissance Technologies is consider making changes to RIEF and RIDA following the Oct quant quake/factor inversion.

Here is something just published by Wall Street Journal.

Regards

James

EDIT : Add another new link released today from FT on systematic trading in 2025 with lots of info on factor performance and quant hedge fund performance for this year.

Renaissance Explores Tweak to Trading Models After Meme-Stock Volatility

Two funds at quant-trading pioneer suffered worst months ever in October

By

Gregory Zuckerman

Peter Rudegeair

Dec. 11, 2025 8:00 pm ET

Quick Summary

  • Renaissance Technologies is considering an adjustment of its trading models after two funds experienced significant turbulence.

  • The two funds, which together manage nearly $20 billion, had their worst months ever in October before surging in November.

  • The firm’s Medallion fund, which isn’t available to outside investors, climbed around 20% this year through November.

Unprecedented turbulence at a pair of quantitative hedge funds managed by the industry pioneer Renaissance Technologies is causing the firm to consider adjusting its trading models, according to people familiar with the matter.

The Long Island-based firm, founded by the mathematician Jim Simons, uses machine learning and predetermined algorithms to bet on and against thousands of stocks at any given time.

Renaissance told clients it is weighing an adjustment in its trading models after the two funds, which together manage nearly $20 billion, suffered their worst months ever in October before surging in November. Renaissance’s investing algorithms weren’t prepared for recent, unusual moves in the shares of some small companies, including so-called meme stocks, people familiar with the matter said.

The famously secretive firm is now examining ways to reduce the volatility of these funds, the people said.

Renaissance’s deliberations show how even successful firms are grappling with a stock market that is at record levels, but has seen some shares endure roller-coaster rides.

Renaissance usually doesn’t react to short-term market moves and might elect not to make any changes. Even considering tweaks is a departure. After a losing streak about five years ago, Renaissance told clients that its models were time-tested and that it wouldn’t modify them in response to short periods of underperformance, another person familiar with the matter said.

One of the two funds, the Renaissance Institutional Equities Fund, lost about 14% in October, before gaining 12.7% in November to put it up 2.3% so far this year. The other, the Renaissance Institutional Diversified Alpha Fund, was up 1.3% so far this year through November. The returns were earlier reported by Institutional Investor.

By comparison, an index of stock-picking quant funds compiled by the research firm PivotalPath is up 6.3% this year through November and was down 1.6% in October.

The two Renaissance funds, known as RIEF and RIDA, are the only Renaissance investment vehicles available to outside investors. Its flagship Medallion fund, one of the industry’s top-performing funds for decades, pushed clients out years ago and primarily manages money of the firm’s own employees.

Medallion climbed around 20% this year through November, topping the overall market, much as it has for decades, people familiar with the matter said. The S&P 500 gained 17.8% in the same period, including dividends. Medallion’s results come after subtracting the fund’s notoriously high investor fees, which amount to 5% of assets and 36% of any gains.

Still, the gains are lower than what they had been for much of Medallion’s history. Between 1988 and 2018, the hedge fund produced average annual returns of 39% after fees, topping nearly every other hedge fund.

Medallion, which manages more than $10 billion, holds more cash than usual, a person familiar with the matter said. That reduces its risk but is weighing on returns.

Renaissance executives remain satisfied with Medallion’s results and aren’t contemplating any changes, even if the gains don’t quite measure up to past performance, people familiar with the matter said.

While Renaissance executives like to say that Medallion holds investments for “seconds to seasons”—often just days at a time—RIEF and RIDA make longer-term trades.

Quant funds including RIEF and RIDA were shorting a number of meme stocks that rallied in September and October, fueling short squeezes and inflicting pain, according to traders. The funds’ losses were concentrated in small information-technology, communications and industrial stocks, one of the people familiar with the matter said.

Meme stocks widely held by quants include the digital marketing company QMMM Holdings and Beyond Meat, according to a banker who deals with hedge funds.

QMMM soared from $5 at the end of August to an intraday high of over $300 in September before trading was halted by the Securities and Exchange Commission for potential manipulation. Shares in Beyond Meat zigzagged from under $2 at the end of September to a low of 52 cents on Oct. 16 to over $3 on Oct. 21.

Despite the bumpy ride for these kinds of stocks, the overall market hasn’t been volatile. The Cboe Volatility Index, also known as the VIX, has averaged 19.19 this year compared with its long-term average going back to 1990 of 19.47.

That makes it harder for Medallion, which often does best in hectic markets; its trading models often reduce trading and build cash when stocks are placid.

Simons died last year. Renaissance since 2024 has been led by the longtime executive Peter Brown and David Lippe. Brown, 70 years old, previously ran the firm with Bob Mercer, after Simons became chairman. Brown is expected to hand the baton to Lippe eventually, according to people familiar with the matter.

Inside the ‘rolling thunder’ quant crises of 2025

It’s been quite the year for systematic investors

Screenshots from the article

2 Likes

Great reads, thanks for posting. Been a bit of a rough ride the last 2.5 months, my hypothesis is all the momo factor stocks are almost all AI stocks (Mag7, ORCL, PLTR…) and AI adjacent stocks (chipmakers, power companies). These have done incredibly well over the past 1-2 years as the AI frenzy intensified, naturally then popping up as the best momo stocks. But now with the AI bubble fears, and a corresponding initial rotation out of AI theme stocks (RSP seems to be doing quite well over the last 2.5 months, comparatively!), momo is suffering.

1 Like