We Study Billionaires
We Study Billionaires

TIP736: How the Best Investors Execute w/ Clay Finck

In this episode, Clay reviews Lee Freeman-Shor's book — The Art of Execution. Freeman-Shor studied 45 of the world's top investors over seven years, revealing why investment success depends far more on execution than stock picking. Through analysis of nearly 1,000 investments, he discovere

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Stig Brodersen Host

Topics Discussed

Episode Summary

Executive Summary: The episode argues that investing success depends less on being right than on executing well after buying: knowing when to cut losers, add to winners, and avoid emotional or career-risk-driven mistakes. Drawing on Freeman Shore’s study of 45 top investors, it contrasts destructive “rabbits” with disciplined “assassins,” “hunters,” and “connoisseurs,” emphasizing humility, patience, concentration, and a plan for both drawdowns and winners.

Main Topics: Execution over idea selection: The core thesis is that great investing is determined by what happens after purchase—how investors manage winners and losers—rather than simply finding good ideas. Behavioral biases behind losing positions: The episode details anchoring, endowment effect, self-attribution, denomination effect, and overconfidence as reasons investors hold losers too long and fail to update beliefs. How to handle losers: rabbits, assassins, hunters: The transcript contrasts investors who freeze on losses with those who either cut losses decisively or add meaningfully when the thesis remains intact. Why winning stocks should often be held: The discussion argues that many investors sell winners too early due to boredom, short-term incentives, or regret aversion, despite the biggest gains coming from letting winners run. Concentration, patience, and big winners: The episode highlights the importance of focusing on best ideas, accepting volatility, and allowing a small number of positions to drive portfolio returns over long time horizons. Career risk and short-term incentives: The episode notes that professional managers often make decisions to protect reputation, bonuses, or relative performance, which can hurt long-term returns. Modern example: Reddit and execution: The host uses Reddit as a live case of improving fundamentals and monetization potential, illustrating how execution can change an investment thesis over time.

Key Arguments: Investing is not primarily about being right; it is about how you execute once you own the stock. When a thesis breaks, investors must update quickly rather than anchor to the original story. Losses become exponentially harder to recover from, so disciplined loss management matters. Great investors often have mediocre hit rates but compensate with a few very large winners. Selling winners early and holding losers is a common but damaging human tendency. Concentration can improve returns if the investor truly knows their best ideas and can tolerate volatility. Professional managers may underperform because they optimize for career safety and short-term optics instead of long-term compounding. A stock down 50% may be signaling that the market thinks the original thesis is wrong, but if fundamentals remain strong, adding can be rational. Liquidity matters because great ideas are useless if you cannot buy or sell efficiently. Patience is a major edge because the largest gains often emerge years after purchase, not in the first few quarters.

Data Points: Investors studied: 45 - Freeman Shore analyzed the trades of 45 top investors from June 2006 to October 2013. Best ideas fund size per investor: $20 million to $150 million - Each investor received capital in Shore’s best ideas fund. Underperformance of best ideas fund: Underperformed the market - The fund of top investors’ highest-conviction ideas did not beat the market. Winning ideas that made money: 49 - Only 49 of the very best investment ideas made money. Top investors’ success rate: As low as 30% - Some legendary investors were only successful about 30% of the time. Trade sample size: 946 investments - Shore’s broader analysis included 946 investments. Big-loss frequency: 2% - 2% of the 946 investments lost more than 80%. Moderate-loss frequency: 14% - 14% of the investments lost more than 40%. Vike Communications entry price: £2.10 per share - A rabbit investor bought Vike near its peak in October 2007. Vike Communications exit price: £0.02 per share - The investor sold Vike in July 2010 after a massive decline. Vike decline: 99% - The Vike position was down about 99% at sale. Break-even on 50% loss: 100% gain needed - A stock down 50% requires a 100% gain to recover. Break-even on 80% loss: 400% gain needed - A stock down 80% requires a 400% gain to recover. Meta share price low: Below $100 - Meta traded below $100 in November 2022. Meta decline from high: 75% - Meta had fallen 75% from its previous high in late 2022. Meta share price by June 2025: Near $700 - The host described Meta as trading just shy of $700 in June 2025. Meta rebound from low: Nearly 700% - Meta rose nearly 700% from its November 2022 low. Meta revenue growth in 2023: 16% - After a revenue decline in 2022, Meta’s ad revenue rose 16% in 2023. Meta valuation change: P/E from ~8 to 37 - The narrative and valuation of Meta shifted sharply as the stock recovered. LVMH drawdown: Over 50% - The host cited LVMH as down over 50% from its highs. LVMH EV/EBIT: 30x - A valuation metric referenced for LVMH in the transcript. Reddit Q1 revenue: $392 million - The host cited Reddit’s most recent quarter revenue. Reddit revenue growth: 61% year over year - Reddit’s quarterly revenue growth was highlighted as strong. Reddit daily active users: 108 million - Reddit’s DAUs were cited for the most recent quarter. Reddit DAU growth: 31% year over year - Reddit’s daily active users grew 31%. Reddit gross margin: Over 90% - Reddit’s gross margins were described as very high. Reddit free cash flow: $126 million - Reddit generated positive free cash flow in the quarter. Reddit free cash flow margin: 32% - The host cited Reddit’s free cash flow margin. Reddit trailing revenue: Over $1.4 billion - Reddit’s trailing 12-month revenue was discussed. US digital advertising market: $700 billion - The host referenced the size of the digital ad market as context for Reddit’s runway. Reddit U.S. ARPU: $6 - Average revenue per user in the U.S. was cited for Reddit. Meta U.S. ARPU: $17 - Meta’s U.S. average revenue per user was used as a comparison. Peter Lynch Magellan return: 29% per year - Used as an example of long-term compounding and drawdown tolerance. Peter Lynch drawdowns: Three drawdowns of 20%+ - During Lynch’s Magellan tenure, the fund experienced multiple major drawdowns. Goldman/Concentration case: 50% of assets in two stocks - The connoisseur style could involve very concentrated portfolios. Costco 3-year return: Over 100% - Used to illustrate the difference between short and long holding periods. Costco 20-year return: Over 2,000% - Used to show the power of long-term compounding. Bessenbinder-style concentration statistic: 4% of inputs drive 100% of results - The host emphasized that a tiny fraction of stocks drive most market returns.

Pivotal Quotes: "I have come to understand that if successful property investing is all about location, success in equity investing is all about execution, execution." — Lee Freeman Shore: Used to introduce the book’s central thesis that process after purchase matters most. "The most successful investors I worked with all had one thing in common. They had a couple big winners in their portfolio." — Lee Freeman Shore: Used in the discussion of why holding winners is essential to portfolio success. "If I had a blank piece of paper and were looking to invest today, would I buy into that stock given what I know now?" — Lee Freeman Shore: Presented as a practical question for deciding whether to keep or sell a losing position.

Implications: For listeners, the lesson is to build rules for losses, resist premature profit-taking, and concentrate only when conviction is high. For the industry, short-term incentives and career risk remain major obstacles to compounding.

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About We Study Billionaires

We interview and study famous financial billionaires, including Warren Buffett, Ray Dalio, and Howard Marks, and teach you what we learn and how you can apply their investment strategies in the stock market. We Study Billionaires is the largest stock investing podcast show in the world with 180,000,000+ downloads and is hosted by Stig Brodersen, Preston Pysh, William Green, Clay Finck, and Kyle Grieve. This podcast also includes the Richer Wiser Happier series hosted by best-selling author Wi...

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