Fall 2026

                                                    Oil, AI, and the Volatility of Stock Prices

Investors in US equities have earned good returns in recent years, but they have had to withstand significant volatility to earn them. From the pre-Covid market peak in early 2020 through the September 30, 2026, quarter end, the S&P 500 rose about 127%. Over that stretch of nearly five years, however, investors also endured several sharp declines.

Figure 1. S&P 500 and Russell 2000, January 2016 to September 2026 (indexed to 100).

Source: Yahoo Finance, monthly closing prices (price return). Shaded periods are S&P 500 peak-to-trough declines based on daily closing prices: Feb 19 to Mar 23, 2020; Jan 3 to Oct 12, 2022; Feb 19 to Apr 8, 2025. Past performance is not indicative of future results.

The S&P 500 fell 34% in a matter of weeks at the onset of the Covid-19 pandemic in early 2020. It declined 25% during 2022 as inflation surged and the Federal Reserve raised rates aggressively. And it dropped nearly 19% between February and early April of 2025 when tariffs dramatically increased. This year has been no exception, although the volatility is not apparent in the year-to-date returns of the major indices. At quarter end the S&P 500 was up 12.75% year to date, and the Russell 2000 was up 13.71%. The quarterly returns tell a different story. The Russell 2000, an index of 2000 companies and a good measure of the broader market, gained 21.49% in the second quarter and then fell 7.23% in the third.

Figure 2. Quarterly total returns, 2026.

Source: Morgan Stanley Investment Management, Equity Market Monitor, Q3 2026 (Q3 and year-to-date returns as of 9/30/2026); Q2 returns from our Summer 2026 letter; Q1 derived from first-half and Q2 returns.

As is usually the case, the gyration in stock prices is being driven by a variety of factors. This year, however, two influences have dominated; the rapid rise in the price of oil and the boom in spending on artificial intelligence (AI).

Oil, inflation, and interest rates

Since the conflict with Iran disrupted shipping through the Strait of Hormuz, a route that normally carries about one fifth of global oil flows, the price of West Texas Intermediate crude has climbed from about $60 a barrel at the start of the year to more than $100 in recent weeks.1 That is an increase of roughly 80%. Oil is used in so many parts of the economy, from gasoline and airfares to freight, chemicals, and plastics, that increases in its price are invariably passed on to the consumer.

Figure 3. West Texas Intermediate crude oil, dollars per barrel.

Source: U.S. Energy Information Administration, Cushing, OK WTI spot price FOB. Monthly averages January 2016 to September 2026; final point is the daily spot price on October 20, 2026.

The effect on inflation has been direct. The Consumer Price Index (CPI) rose 3.7% over the twelve months ending in September, up from 2.4% in January. Energy prices are up more than 20% over the past year, and gasoline is up 34%.2 It is worth noting that core inflation, which excludes food and energy, was a more moderate 2.6%. In our view that suggests the increase is concentrated in energy rather than broadly embedded in the economy, which matters for how long it may persist.

Figure 4. Consumer Price Index, change from a year earlier.

Source: U.S. Bureau of Labor Statistics, CPI-U all items, not seasonally adjusted. No CPI was published for October 2025.

Financial markets have priced in the higher rate of inflation through higher interest rates. The yield on the 10-year Treasury rose from about 4.2% at the start of the year to above 5.3% in early October, its highest level in 24 years. The two-year Treasury yield has risen even more, from about 3.5% to nearly 4.9%. In September the Federal Reserve raised its target rate by 25 basis points, to a range of 3.75% to 4.00%, its first increase since 2023.3

Figure 5. 10-year and 2-year Treasury yields.

Source: U.S. Department of the Treasury, daily par yield curve rates. Monthly averages January 2016 to October 2026 (October through the 20th).

Higher interest rates weigh on stock prices in several ways. They increase the cost of borrowing for corporations. They slow economic growth, which pressures profitability. They make bonds more attractive relative to stocks and compete for investors’ capital. And because the value of a business is the present value of its future cash flows, a higher discount rate produces a lower value today even when the earnings outlook is unchanged. Smaller companies, which tend to rely more heavily on floating-rate debt, can be particularly sensitive to these effects.

The AI buildout

The second major influence on stock prices this year is AI, a topic we discussed at length in last quarter’s letter. The hyperscalers (Amazon, Alphabet, Meta, Microsoft, and Oracle) are spending enormous sums to construct the data centers that AI models require. Their capital spending is estimated at roughly $780 billion in 2026, nearly double the level of 2025, with consensus estimates calling for about $1.1 trillion in 2027 and $1.2 trillion in 2028.

Figure 6. Hyperscaler capital expenditures.

Source: Vanguard, “Hyperscaler capital expenditures (actual and consensus).” Hatched bars are consensus estimates.

That spending is having a dramatic impact on a wide range of industries. The immediate beneficiaries are the semiconductor manufacturers and their supply chain, which produce the servers that store and process the massive amounts of data AI models require. But the benefits spread much more broadly, to the providers of the resources needed to build and run a data center: electricity, water, cooling, and construction equipment. AI is providing a substantial boost to economic activity. ING estimates that AI and related technology investment accounts for roughly a third of US GDP growth this year.4

In the second quarter the market embraced all things AI, and the prices of perceived AI beneficiaries rose sharply. In the third quarter the market had second thoughts about the high valuations afforded those stocks, and a sharp correction followed.

A resilient economy

Against this backdrop of rapid change, the US economy continues to grow. It is impressive how well the economy has absorbed these multiple headwinds. The International Monetary Fund projects US real GDP growth of 2.3% in 2026, roughly double the projected rates for the euro area and the United Kingdom and well ahead of Japan.

Figure 7. Real GDP growth.

Source: International Monetary Fund, World Economic Outlook, October 2026. 2026 and 2027 are IMF projections.

Growth in GDP is providing a positive backdrop for corporate profitability, and profits are rising to record levels. Earnings for the S&P 500 are expected to increase about 32% in 2026.5 Consensus estimates for the Russell 2000 also call for earnings growth that is considerably higher than that of large companies through the remainder of 2026 and into 2027.6

Because earnings are rising faster than stock prices, valuation multiples have actually declined. The forward price to earnings ratio (P/E) of the S&P 500 was about 19 times at the end of September, down from about 22 times in February and in line with its 10-year average.5,7 Smaller companies continue to trade at a meaningful discount to large companies.6 Given these relatively modest valuations, it is reasonable to ask whether stocks are a bargain.

Risks and opportunities

There are several factors that give investors pause. The longer inflation remains above the Federal Reserve’s 2% target, the more likely the Fed is to respond with further rate increases. If rates rise high enough and persist for long enough, they will slow economic activity, and historically that has been a common trigger for recession. The gains of today’s economy have also flowed disproportionately to the wealthy. Holders of US equities have seen their net worth reach all-time highs, while wage earners in most professions have not seen their pay keep pace with inflation. Affluent households continue to spend while middle- and lower-income households struggle. There are also open questions about whether the extraordinary spending on AI will earn an adequate return on capital, and whether corporations can continue to raise the capital needed to fund a buildout of this scale.

On the positive side, a resolution of the conflict with Iran that restores normal shipping through the Strait of Hormuz would likely bring oil prices down, removing the single largest contributor to elevated inflation. Should inflation fall, interest rates would likely follow. Lower rates would support faster economic growth and, ultimately, higher valuations for stocks.

One additional wildcard this quarter is the national election in November. A change in the balance of power in Washington could shape economic, trade, and energy policy in the years ahead, and could influence the course of events with Iran. We do not try to predict election outcomes, and we would caution against making long-term investment decisions based on such predictions.

The stock market is attempting to sort through all of these issues at once, and the result is heightened volatility, which we expect to continue.

Our perspective

While most investors focus on stock prices and the value of their portfolios, we spend most of our attention on the performance of the individual companies we own. On that measure we are very pleased with the strength and progress of the businesses in the portfolio. There are always a few companies that are struggling, but looking across today’s holdings, the businesses we own are in strong condition.

Volatility is not the enemy of good long-term returns. It creates opportunities to buy high-quality companies, what we call HI-IQ (High Ironwood Quality), at attractive prices. And we are busy researching several new ideas to add to the portfolio.

As always, we appreciate your continued confidence and support.


                                                                                                                                             

Sincerely, 

Index returns are shown for illustrative purposes only. Indices are unmanaged and cannot be invested in directly. Past performance is not indicative of future results.

Sources

  1. World Oil, “WTI settles above $100 for first time since 2022 amid Iran war escalation,” March 30, 2026. worldoil.com
  2. U.S. Bureau of Labor Statistics, Consumer Price Index news release for September 2026, October 14, 2026. bls.gov/news.release/archives/cpi_10142026.htm
  3. Central Banking, “Federal Reserve delivers first rate hike since 2023,” September 16, 2026. centralbanking.com
  4. James Knightley, ING THINK, “How much is AI contributing to US economic growth?” August 20, 2026. think.ing.com
  5. FactSet, “S&P 500 Earnings Season Preview: Q3 2026,” October 2, 2026. insight.factset.com
  6. Royce Investment Partners, “U.S. Small-Cap Market Overview,” data as of June 30, 2026. royceinvest.com
  7. First Trust Portfolios, “Market Minute, October 2026,” October 5, 2026. ftportfolios.com

                                                     

John Grady

Research & Operations Associate

As Research & Operations Associate, John assists the equity research effort in support of the portfolio managers and works closely with the operations department. Prior to joining the Ironwood team in 2023, John earned his BA in Psychology, from the University of Denver. While studying, John developed several business plans for small businesses in the Denver area for a capstone project for his business minor. Prior to joining Ironwood, John was developing his research skills through an apprenticeship by regularly meeting with management teams, attending investor conferences, and developing investment theses.

Cameron Marshall

Trading & Research Associate

As a Trading & Research Associate, Cameron is responsible for investment portfolio trading and operations as well as conducting equity research in support of the portfolio managers. Prior to joining the Ironwood team in 2022, Cameron earned his BA in Economics, with a minor in Mandarin, from the University of New Hampshire. While studying, Cam held several internships working with investment teams across asset classes in both private and public markets. An active member of his community, Cam has contributed his time and energy to charities including Best Buddies International, Be Positive for CHaD Kids, and Positive Tracks.

Alyssa Wade

Director of Client Relationships

Alyssa Wade is the Director of Client Relationships and assists in the Marketing Department at Ironwood Investment Management, LLC®. Prior to joining Ironwood, Alyssa worked at Boston Technologies and Regan Communications Group. She holds a Bachelor of Arts in Communication with a minor in Education from the University of Massachusetts, Amherst.

Regina Wiedenski

Co-Portfolio Manager
Value Investment Partners (VIP) Strategies

Regina Wiedenski is Co-Portfolio Manager for the VIP strategies at Ironwood Investment Management, LLC®. Ms. Wiedenski has an MS in Management with a concentration in finance from the Sloan School at M.I.T. and a BS from M.I.T. Prior to joining Ironwood to manage VIP portfolios, she was a Portfolio Manager at J.L. Kaplan Associates. Previously she was an equity analyst at Advest, Inc. and had spent nine years as an analyst at Adams, Harkness & Hill covering healthcare, specialty chemical, instrumentation and publishing companies. She began her career as a financial analyst at Morgan Stanley.

Paul Weisman

Co-Portfolio Manager
Value Investment Partners (VIP) Strategies

Paul Weisman is Co-Portfolio Manager for the Value Investment Partners (VIP) strategies at Ironwood Investment Management, LLC®. Mr. Weisman has an MA in Industrial Organization (Applied Microeconomics) from Boston University and a BA from Haverford College. Prior to joining Ironwood as the head of the V.I.P. team in 2009, Mr. Weisman was Chief Investment Officer at J.L. Kaplan Associates which he joined in 1986. From 1983 to 1986 he was an investment analyst at Delphi Management.

Ravi Jain, Ph.D., CFA

Partner

Ravi Jain, Ph.D., CFA is a Partner at Ironwood Investment Management, LLC®. Dr. Jain has a Ph.D. in Finance from the University of Missouri Columbia (doctoral thesis on corporate spinoffs), a Master of Finance and Bachelor of Commerce from the University of Delhi. He is also a Chartered Financial Analyst® (CFA). Dr. Jain is an Associate Professor of Finance at the University of Massachusetts Lowell where his research focuses on capital markets and corporate finance.

Warren Isabelle

Portfolio Manager

Warren Isabelle, CFA is a Portfolio Manager at Ironwood Investment Management, LLC®. Prior to forming Ironwood Investment Management, LLC® in 1997, Warren was the Head of Domestic Equities at Pioneer Management Company and the Portfolio Manager of more than $3 billion in small cap assets including the Pioneer Capital Growth Fund (later renamed Pioneer Mid-Cap Value Fund), Pioneer Small Company Fund and several institutional portfolios. Warren has received national attention for his research efforts and results.  He has also appeared in feature articles in Barron’s, Business Week, Forbes, Fortune, Money and The Wall Street Journal and has appeared on “Wall Street Week with Louis Rukeyser.” Prior to joining Pioneer, Warren was an Analyst at The Hartford Insurance Company.  He earned a BS in Chemistry from Lowell Technological Institute, an MS in Polymer Science and Engineering from the University of Massachusetts, and an MBA in Finance from the Wharton School of the University of Pennsylvania.

Paul Anderson

Executive Managing Partner

Paul Anderson, CFA is Executive Managing Partner of and leads investor relations, business development and management activities for Ironwood and is a member of the management committee.  Paul joined Ironwood in December 2020 after 12 years at Natixis Investment Managers where he developed and led the U.S. institutional distribution group at Natixis Distributors L.P. Over the course of his 30 years in the industry, Paul has held roles in investment research, sales and management.  Paul holds a Bachelor of Arts in Economics from the University of New Hampshire, and an MBA from Vanderbilt University.  He is a member of the Committee on Investor Responsibility at UNH advising the UNH Foundation on sustainable investment practices.

Shantelle Reidy

Executive Managing Partner
Chief Financial Officer
Chief Compliance Officer

Shantelle Reidy is Executive Managing Partner and the Chief Financial Officer and Chief Compliance Officer for Ironwood Investment Management, LLC®. Shantelle is a member of the management committee and has served Ironwood in various capacities since joining the firm in 1998, including as Executive Director of Trading and Operations from 2001 to 2014. Prior to joining Ironwood, Shantelle was an Investor Relations Analyst at Talbots, Inc. where she conducted research for the company and managed the firm’s communication with investment analysts. Shantelle holds a Bachelor of Arts degree in Economics and Political Science from Boston University and a Master of Business Administration in Marketing and Finance from the Boston University School of Management.

Donald Collins, CFA

Executive Managing Partner
Portfolio Manager

Donald Collins, CFA is an Executive Managing Partner and Portfolio Manager at Ironwood Investment Management, LLC® and is a member of the management committee. Prior to joining Ironwood in 1998, Don was a portfolio manager with Boston Advisors where he managed portfolios for institutions and high net worth clients.  During his tenure at Boston Advisors, Don participated in the management of the Advest Advantage family of mutual funds and managed the Advantage Special Fund.  Don began his career as a Manager for Burgess & Leith.  He earned his BA in Geology from Boston University and studied at the Boston University School of Business.  In addition, Don is the Director and Investment Committee Chairman for the Abelard Foundation, Chairman and Commissioner of Trust Funds for the Town of Lincoln, MA and Director and Chief Financial Officer at Igan Biosciences.