Alina Khay

Alina Khay

Why Does Alpha Disappear Exactly When Opportunities Appear to Be Increasing?

And how Poker can explain this paradox

Alina Khay's avatar
Alina Khay
Jul 12, 2026
∙ Paid

One of the strangest contradictions in markets is this: when stocks stop moving in lockstep and single names start telling their own stories, active managers should have the upper hand. Dispersion widens. Idiosyncratic opportunities multiply. The pitch writes itself — this is a true stock-picker’s market.

The numbers refuse to cooperate. Passive vehicles pulled in huge money through 2025 and the first half of 2026, often at trillion-dollar annualized clips. Large-cap active funds mostly lagged, with roughly 79% underperforming the S&P 500 in key readings. The pattern showed up across assets. Gold had real structural support from central banks and Asian buyers, yet ETF flows and price action created swings that played out differently for systematic versus discretionary approaches.

Markets do not get harder because opportunities dry up. They get harder because more people see the same ones, and the table they sit at has changed.

The central question is how this filtering process actually works and what it means for extracting edge in equities, rates, gold, and the broader tape.

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