Show Notes
Equal-weighted index funds sound like an elegant solution to some of today's biggest investor anxieties: high market concentration, elevated valuations, and outsized influence from a handful of mega-cap stocks. In this episode of the Rational Reminder Podcast, Ben Felix, Dan Bortolotti, and Ben Wilson take a deep, evidence-based look at whether equal weighting actually improves portfolios—or simply introduces new risks under a different name. The discussion breaks down how equal-weighted indices differ fundamentally from traditional market-cap-weighted indexes, why equal weighting has historically outperformed in certain periods, and what's really driving those results beneath the surface. The team explains how equal weighting tilts portfolios toward smaller, cheaper, and more volatile stocks, while also systematically trading against momentum due to frequent rebalancing.
Key Points From This Episode:
(0:01:10) Introduction to Episode 394 and discussion about declining enthusiasm over long podcast runs. (0:02:00) PWL Capital's growing work with institutional clients and why index-based approaches are rare in that space. (0:05:12) Episode topic introduced: equal-weighted index funds and why listeners keep asking about them. (0:06:00) Definition of market-cap-weighted vs. equal-weighted indexes using the S&P 500 as the main example. (0:07:14) Historical outperformance of equal-weighted S&P 500 indexes and why start dates matter. (0:09:00) Equal weight vs. cap weight performance over the last decade: meaningful recent underperformance. (0:10:21) Market concentration concerns and why equal weighting appears attractive during periods of high valuations. (0:12:00) Why market-cap-weighted indexes do not mechanically buy more overvalued stocks as prices rise. (0:16:14) Trading costs explained: explicit vs. implicit costs and why turnover matters more than TER. (0:19:16) Capital gains, tax efficiency, and reporting differences between Canadian and U.S. funds. (0:21:07) Market concentration historically shows little relationship with future returns. (0:24:58) Volatility comparison: equal-weighted indexes are meaningfully more volatile due to small-cap exposure. (0:25:12) Equal weighting increases exposure to small-cap, value, and high-volatility stocks. (0:28:58) Sector distortions created by equal weighting and why this represents uncompensated risk. (0:31:21) Unintended consequences: sector bets, security-level overweights, and forced rebalancing. (0:32:30) Turnover is roughly 10× higher in equal-weighted funds than cap-weighted equivalents. (0:33:15) Equal weighting behaves as a systematic anti-momentum strategy. (0:34:02) Multi-factor regression results: positive size and value exposure, negative momentum loading. (0:36:33) Rebalancing frequency trade-offs and how quarterly rebalancing amplifies momentum drag. (0:42:21) Comparison with alternative approaches that target similar factor exposures more efficiently. (0:44:47) Why backtests are seductive—and why live fund results matter more. (0:47:40) Investor behavior, uncertainty, and the constant search for strategies that "fix" the market. (0:48:41) Factor investing in disguise: most deviations from cap-weighting are just factor tilts. (0:53:06) Equal weighting as an acceptable strategy—if investors understand and accept the trade-offs. (0:57:18) Listener feedback, enthusiasm jokes, and discussion about Spotify video uploads and audio speed.
Links From Today's Episode:
Meet with PWL Capital: https://calendly.com/d/3vm-t2j-h3p Rational Reminder on iTunes — https://itunes.apple.com/ca/podcast/the-rational-reminder-podcast/id1426530582. Rational Reminder on Instagram — https://www.instagram.com/rationalreminder/ Rational Reminder on YouTube — https://www.youtube.com/channel/ Benjamin Felix — https://pwlcapital.com/our-team/ Benjamin on X — https://x.com/benjaminwfelix Benjamin on LinkedIn — https://www.linkedin.com/in/benjaminwfelix/ Dan Bortolott
More from The Rational Reminder Podcast
In this episode, we are joined by Chris Murray, quantitative researcher and former equity quant and trader, and Marco Sammon, Assistant Professor of Finance at Harvard Business School, for an exceptionally nerdy deep dive into leveraged exchange-traded funds (ETFs). Drawing on their research, Chris and Marco challenge common assumptions about daily rebalancing, volatility drag, and the long-term performance of leveraged products, offering a more rigorous framework for understanding how these investments actually work.
In this episode, we welcome back Alex Edmans, Professor of Finance at London Business School and author of Grow the Pie, May Contain Lies, and The Madness of Markets. Drawing on academic research and real-world market examples, Alex explores how emotions, social influence, and psychological biases shape investor behavior—and why even apparently irrational markets can be difficult to beat.
In this episode, Ben Felix, Dan Bortolotti, and Kelly Thomas revisit some of the blind spots from their recent discussion about the finances of marriage before diving into a deeply nerdy discussion about leveraged ETFs. Kelly brings a different perspective to questions around spending roles, career sacrifices, financial autonomy, and the mental load of managing household finances.
In this episode, we're joined by Victor Haghani, founder of Elm Wealth and co-author of The Missing Billionaires, for a wide-ranging conversation about how different types of investors shape financial markets. Victor explains the framework behind his forthcoming paper, Who Killed the Random Walk?, and how fundamental investors, static investors, and extrapolators interact to produce momentum, excess volatility, and other market anomalies. We explore why return chasing is different from momentum investing, how investor flows and inelastic demand can move markets, and how the Merton share connects expected returns and risk to portfolio allocation. Victor also discusses long-short direct indexing and tax-loss harvesting, his experiment giving investors tomorrow's Wall Street Journal today, how AI performed in the same trading game, the role of leverage in financial markets, and when borrowing to invest might make sense. We finish with Victor's advice to his younger self: be intentional about financial planning, build financial literacy, and make a plan. Key Points From This Episode: (0:01:20) Lessons from The Missing Billionaires—practical insights on sizing and the Kelly criterion. (0:03:13) Who Killed the Random Walk?—persistent puzzles in stock returns: excess volatility, momentum, fat tails, booms, and busts. (0:05:06) Victor's three investor types: fundamental value investors, static investors, and extrapolators. (0:07:54) How static investors amplify market movements through inelastic demand. (0:11:11) How investor types interact to shape volatility, momentum, and equilibrium. (0:14:02) Wealth flows between investor types and how they create instability in simulations. (0:18:15) Distinguishing extrapolative return chasing from systematic momentum strategies. (0:20:34) How extrapolators create price trends that momentum investors exploit. (0:23:46) The Merton share—risk premiums, volatility, and risk aversion in determining equity exposure. (0:26:39) Combining value and momentum for higher Sharpe ratios. (0:32:34) Long‑short direct indexing and how leverage increases tax‑loss harvesting. (0:34:00) Why fees, complexity, and risk of direct indexing may not be worthwhile without alpha. (0:43:21) The "crystal ball" experiment—advance information, poor sizing, and excessive leverage. (0:49:28) The role of leverage in markets—ETFs, options, embedded leverage, and nonlinear instability. (0:52:50) Why leverage can create nonlinear interactions and amplify market instability. (0:52:55) When borrowing to invest can make sense, particularly for younger investors with substantial human capital and limited financial capital. (0:55:00) Why borrowing costs, expected equity returns, risk, and the possibility of losing a large portion of savings make leverage a difficult decision. (0:57:29) Why the risk-adjusted return from additional equity exposure matters more than the headline expected return. (0:58:42) The relationship between human capital and leverage—and why human capital is not necessarily bond-like. (1:00:01) Victor's advice to his younger self: be proactive, become financially literate, and make a lifetime financial plan. (1:02:18) Why dedicating time to financial education can meaningfully change how people approach financial decisions. Sources From Today's Episode — https://zbib.org/62e42e55fae14cb0a1aa62941d6996a2 Links From Today's Episode:
What happens when a small group of exceptionally wealthy people holds a growing share of a country's income and wealth? And what can economics tell us about the forces behind that concentration?