• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia

Trendingnow

1

Shark Tank's Kevin O'Leary says if he were 25 today, he'd chase these two booming opportunities in the world of AI

2

Even as Elon Musk calls philanthropy ‘very hard,’ everyday Americans gave a record $617 billion—despite feeling the squeeze over the cost of living

3

The stock market is about to suffer a 'snapback' and will lose much of this year's gains as 'speculation is hitting extreme levels,' BofA warns

1

Shark Tank's Kevin O'Leary says if he were 25 today, he'd chase these two booming opportunities in the world of AI

2

Even as Elon Musk calls philanthropy ‘very hard,’ everyday Americans gave a record $617 billion—despite feeling the squeeze over the cost of living

3

The stock market is about to suffer a 'snapback' and will lose much of this year's gains as 'speculation is hitting extreme levels,' BofA warns
InvestingFinance

With bond yields surging to 4.7%, T-notes are looking like a better deal than the pricey S&P, says the Research Affiliates’ formula

Shawn Tully
By
Shawn Tully
Shawn Tully
Senior Editor-at-Large
Down Arrow Button Icon
Shawn Tully
By
Shawn Tully
Shawn Tully
Senior Editor-at-Large
Down Arrow Button Icon
May 21, 2026, 3:00 AM ET
A prominent forecasting model suggests it's time to rotate out of stocks.
A prominent forecasting model suggests it's time to rotate out of stocks. Tatsuya Ozaki
Add Fortune on Google for similar content.

This reporter’s go-to source for divining the investment categories, from all around the globe, that promise the best future returns is a feature on the Research Affiliates website called Asset Allocation Interactive. Research Affiliates oversees $188 billion in investment strategies, chiefly for mutual funds and ETFs, and provides the methodologies for its RAFI funds offered by Invesco, Charles Schwab, Pimco, and State Street. The firm’s chair and founder, Rob Arnott, is the former editor of the Financial Analysts Journal, and enjoys great respect in academic circles; in fact, his shop is a magnet for top PhDs in finance. Most of all, the formula that Interactive deploys for positing the gains-to-come is basic, convincing, and rooted in bedrock market math. You might summarize its message as “when you’re buying at extremely rich prices, you’ll usually fare poorly in the years ahead, and vice versa.”

Recommended Video

That’s a credo you’ll seldom hear from Wall Street, but it’s worth adopting as a North Star, especially in today’s near frenzy that drove the S&P to an all-time high on May 14—after gaining 22% in the past year on top of an already towering valuation.

Here’s the dynamic that’s heavily swaying the Asset Allocation Indicator: The big rise in yields has made dull but super-safe Treasuries—the 10-year just hit 4.7%—a lot more attractive while the boom in U.S. large caps has rendered the class as a whole an extremely poor buy. The contrast between the big loss of promise on the equity side and rise in fixed-income’s appeal is so jarring that Treasuries and even cash look like a better bet than the S&P 500 in general, not to mention the likes of the Mag 7.

Why big cap tech stocks come in dead last among all investment choices right now

Asset Allocation Interactive projects future returns over the next decade for around 40 asset categories. The immense range comprises everything from Global Corporates and U.S. High-Yield and TIPs on the bond side, and for stocks, separate growth and value portfolios in both developed countries and emerging markets, further winnowed into large and small caps, not to mention U.S. REITs and diversified holdings in Europe.

To calculate the expected yearly gains from stocks, the Interactive takes the current dividend yield plus predicted growth in EPS, and adjusts for a rise or fall in valuation—incorporating a reversion to the mean for the PE. Specifically, the formula projects that from today’s starting point, the multiple will fall or climb halfway back to its historic average over the next decade. By the way, this is a conservative take in today’s market, since the S&P PE is so far above its norm that a 50% drop would still leave it in elevated territory.

According to the Interactive, U.S. Large Caps will give you a paltry 3.2% yearly return from now through May of 2036. Adjusted for expected inflation of 2.6%, that’s a “real” advance of just 0.6%. The outlook’s even worse for U.S. Large Cap Growth. It’s destined to advance a measly 1.7% a year, trailing the CPI by almost 1 point! In fact, of all the more than three dozen classes on the Interactive, U.S. Large Cap Growth finishes last. By the way, it’s of course the Mag 7 that dominates that grouping, and effectively accounts for its doghouse position. Collectively, the tech high-flyers are sporting a humongous multiple of 38, and the Interactive template reckons those PEs are due for a tumble.

Here’s what’s so sobering, and so counter to the edge equities have held in virtually every other period, excluding a couple of crazy interludes. Not only Treasuries but “Cash” wallop the S&P 500 (U.S. Large Cap) and especially cream the market’s most vaunted zone, the Large Cap Growth ruled by the likes of Nvidia, Alphabet and Tesla. A portfolio of Intermediate Treasuries of maturities between 3 and 10 years would hand you 4.6% annually, and beat inflation by almost two points. Even going with “Cash” where you invest in 30-day commercial paper, would return 3.5% and exceed the cost-of-living by 0.7%.

Hence, Research Affiliates predicts Treasuries will get you almost three points more than Large Cap Growth (4.6% vs 1.7%) and buying Commercial paper will do better as well (3.5% to 1.7%). By the way, the Interactive shows plenty of places around world where returns should easily beat Treasuries or cash, including such undervalued, unheralded venues as Emerging Markets Value, Europe, and U.S. Small Cap. Tech has had an amazing run. But Research Affiliates’ compelling math shows that dull and safe might be a smarter choice in the years to come.

The Fortune 500 Innovation Forum will convene Fortune 500 executives, U.S. policy officials, top founders, and thought leaders to help define what’s next for the American economy, Nov. 16-17 in Detroit. Apply here.
About the Author
Shawn Tully
By Shawn TullySenior Editor-at-Large

Shawn Tully is a senior editor-at-large at Fortune, covering the biggest trends in business, aviation, politics, and leadership.

See full bioRight Arrow Button Icon
Add Fortune on Google for similar content.

Latest in Investing

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025

Most Popular

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Fortune Secondary Logo
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • World's Most Admired Companies
  • See All Rankings
  • Lists Calendar
Sections
  • Finance
  • Fortune Crypto
  • Features
  • Leadership
  • Health
  • Commentary
  • Success
  • Retail
  • Mpw
  • Tech
  • Lifestyle
  • CEO Initiative
  • Asia
  • Politics
  • Conferences
  • Europe
  • Newsletters
  • Personal Finance
  • Environment
  • Magazine
  • Education
Customer Support
  • Frequently Asked Questions
  • Customer Service Portal
  • Privacy Policy
  • Terms Of Use
  • Single Issues For Purchase
  • International Print
Commercial Services
  • Advertising
  • Fortune Brand Studio
  • Fortune Analytics
  • Fortune Conferences
  • Business Development
  • Group Subscriptions
About Us
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • Pinterest icon

Latest in Investing

e
CommentaryCorporate Governance
SpaceX’s supervoting shares put a decades-old governance debate back in play
By Jeffrey Sonnenfeld and Steven TianJuly 6, 2026
6 hours ago
Strategy executive chairman Michael Saylor wears a microphone and looks into the crowd during a conference.
CryptoBitcoin
Strategy sheds $216 million in Bitcoin in crypto hoarder’s largest sale ever
By Camila Grigera NaónJuly 6, 2026
7 hours ago
EasyJet’s stock shows Castlelake bid is far from a done deal
InvestingEasyJet
EasyJet’s stock shows Castlelake bid is far from a done deal
By Kate Duffy and BloombergJuly 6, 2026
10 hours ago
Current price of Bitcoin for July 6, 2026
Personal FinanceCryptocurrency
Current price of Bitcoin for July 6, 2026
By Joseph HostetlerJuly 6, 2026
11 hours ago
Current price of Ethereum for July 6, 2026
Personal FinanceEthereum
Current price of Ethereum for July 6, 2026
By Joseph HostetlerJuly 6, 2026
11 hours ago
Current price of oil as of July 6, 2026
Personal FinanceOil
Current price of oil as of July 6, 2026
By Joseph HostetlerJuly 6, 2026
11 hours ago

Most Popular

Shark Tank's Kevin O'Leary says if he were 25 today, he'd chase these two booming opportunities in the world of AI
AI
Shark Tank's Kevin O'Leary says if he were 25 today, he'd chase these two booming opportunities in the world of AI
By Marco Quiroz-GutierrezJuly 5, 2026
1 day ago
Even as Elon Musk calls philanthropy ‘very hard,’ everyday Americans gave a record $617 billion—despite feeling the squeeze over the cost of living
Success
Even as Elon Musk calls philanthropy ‘very hard,’ everyday Americans gave a record $617 billion—despite feeling the squeeze over the cost of living
By Preston ForeJuly 4, 2026
3 days ago
The stock market is about to suffer a 'snapback' and will lose much of this year's gains as 'speculation is hitting extreme levels,' BofA warns
Investing
The stock market is about to suffer a 'snapback' and will lose much of this year's gains as 'speculation is hitting extreme levels,' BofA warns
By Jason MaJuly 5, 2026
1 day ago
Egg companies made $1.22 billion in profit off a $6 carton — now they’re buying their way out of a price-fixing case with 53 million donated eggs
Law
Egg companies made $1.22 billion in profit off a $6 carton — now they’re buying their way out of a price-fixing case with 53 million donated eggs
By Wyatte Grantham-Philips and The Associated PressJuly 2, 2026
4 days ago
Gen Z was 'jaded about employment before we ever entered the workforce'—now psychologists say the stare has hardened into something worse
Economy
Gen Z was 'jaded about employment before we ever entered the workforce'—now psychologists say the stare has hardened into something worse
By Nick LichtenbergJuly 6, 2026
17 hours ago
Meet the Zillennials: The luckiest micro-generation in the workforce, born between 1993 and 1998
AI
Meet the Zillennials: The luckiest micro-generation in the workforce, born between 1993 and 1998
By Nick LichtenbergJuly 3, 2026
4 days ago

© 2026 Fortune Media IP Limited. All Rights Reserved. Use of this site constitutes acceptance of our Terms of Use and Privacy Policy | CA Notice at Collection and Privacy Notice | Do Not Sell/Share My Personal Information
FORTUNE is a trademark of Fortune Media IP Limited, registered in the U.S. and other countries. FORTUNE may receive compensation for some links to products and services on this website. Offers may be subject to change without notice.