Koyfin Profile picture
Oct 12, 2023 12 tweets 5 min read Read on X
Michael Mauboussin and Dan Callahan recently shared a great paper, updating their work on ROIC.

"Companies that delivered high and sustained ROICs exceeded their peers in both net operating profit after taxes (NOPAT) margin and invested capital turnover".

Some highlights 🧵 Image
1/ Making money is too modest a goal, says Mauboussin.

If that investment could have made superior returns elsewhere, the foregone profit from that alternative is an opportunity cost. As such, the opportunity should be the hurdle rate for an investment. Image
2/ This "dollar bill" test makes sense in theory but is not perfect because a company’s market value echoes both historic and future investments.

Due to differences in growth rates, spreads between ROIC and WACC can vary. But the market tends to reward these spreads. Image
3/ What is most important is ascertaining what is already priced in, and being able to anticipate revisions to those expectations.

"If you have a good estimate for ROIC and a forecast for growth, you have the ingredients to estimate free cash flows". Image
4/ Between 1990 and 2022, the majority of Rusell 3000 companies earned ROIC of between 5% to 10%.

The adjustments (light blue) for intangible investments tend to pull ROICs toward the average, with fewer extreme values. Image
5/ Over the same period, the average annual for traditional ROIC measurement is 9.5% vs 9.2% for the adjusted version. Image
6/ The importance of intangibles adjustment varies by industry. Some are more reliant on tangible investments, so adjusting for intangibles has a lower impact on ROIC.

Here is how ROIC differs across industries, over the period 1990 to 2022, using the traditional method. Image
7/ And here is the same group of industries, but with adjustment.

The adjustment once again demonstrates the degree of dispersion and displays fewer extreme values. Image
8/ Stocks with high ROIC will not deliver attractive returns if they fail to exceed expectations.

"The reason is that a stock price reflects the market’s expectations about a company’s future financial results. Excess returns are the result of revisions in expectations". Image
9/ Knowing how companies generate high ROIC can inform competitive analysis.

"A relatively high margin indicates a differentiation strategy. Relatively high capital turnover is consistent with a strategy of cost leadership". Image
10/ "ROIC provides a glimpse into the generic strategies that companies pursue to create value [and] companies that pursue a differentiation strategy have been more represented among companies delivering superior returns over time". Image
11/ Time horizon influences what is important to investors.

"Investors with a short-term horizon tend to focus on near-term financial metrics such as sales and earnings. Investors with a long-term horizon focus on competitive advantage and the size of the market opportunity". Image

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More from @KoyfinCharts

Sep 30, 2025
Apollo recently released a presentation on the extreme weight of AI in the S&P 500.

Here are 8 interesting highlights: Image
1) The weight of the Magnificent Seven* more than 30% of the S&P 500, about level with prior peaks in mid-2024 and early-2025.

Nvidia, the largest stock in the index, has a P/E of 51x.

*Alphabet, Amazon, Apple, Meta, Microsoft, Nvidia and Tesla. Image
Image
Image
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2) The weight of Technology, Media, and Telecoms in the S&P 500 (almost 45%) is sitting at levels last seen in the 1999-2000 bubble. Image
Read 9 tweets
Sep 18, 2025
Bill Ackman's Pershing Square released an investor update that covered commentary on Pershing's holdings, which include $GOOGL Alphabet, $AMZN Amazon, $CMG Chipotle, $NKE Nike, $UBER Uber, and more.

Here are 8 interesting highlights: Image
1) $UBER Uber

"We continue to believe the market underappreciates the durability of Uber’s moat, the magnitude of its earnings growth, and the strategic role it will play in shaping the future of mobility. We anticipate Uber will generate 30% or greater annual EPS growth". Image
2) $NKE Nike

"While Nike’s margins are currently depressed due to intentional actions taken to effectuate the turnaround, we believe the company can return to historical levels of profitability over the next several years". Image
Read 9 tweets
Aug 21, 2025
We ran a screen for US and European companies that have been operationally unprofitable for the last five years but have become profitable over the last 12 months.

118 results.

Here are some of those results (full list at the end):

1/ $DUOL Duolingo

Image
2/ $PTON Peloton Image
3/ $DASH DoorDash Image
Read 7 tweets
Jun 2, 2025
The Magnificent Seven Cash Flows vs Share Price

1) $NVDA Nvidia Image
2) $MSFT Microsoft Image
3) $META Meta Platforms Image
Read 7 tweets
May 26, 2025
Mauboussin & Callahan just shared a paper on drawdowns and recoveries.

"One of the hardest aspects of being a long-term investor is that
even the best investments, or investment portfolios, suffer large
drawdowns".

🧵 Our 8 favourite highlights: Image
1) Drawdowns are the norm, not the exception.

"The median stock’s recovery from its maximum drawdown is 90% of the prior peak price (par), which means it fails to return to its past high. About 54% of stocks never return to par after hitting bottom". Image
2) There is a close relationship between the magnitude of the maximum drawdown and how long it takes a stock
price to go from peak to trough.

"Drawdowns of 95-100% take 6.7 years, on average, while those of 0-50% take only 1 year". Image
Read 10 tweets
May 16, 2025
The CFA published a report earlier this year on one of the most valuable but poorly recognised corporate assets: intangibles.

The key issue? Accounting doesn’t reflect what drives value today.

🧵 8 interesting highlights: Image
1) Today's largest companies are built different.

"The ranks of the largest issuers today are dominated by technology, health care, & consumer products companies that are more driven by investments in intangible assets than by tangible assets". Image
2) Rather than investing in tangibles through CapEx, companies invest greater sums through income statement expenses like R&D.

"For many companies, R&D expense is at least as high as CapEx, and R&D and sales and marketing expenses together are multiples of CapEx". Image
Read 10 tweets

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