Not All Quants Are Alike: Exploring Where Equity Alpha Comes From

The traditional view that alpha opportunities are shrinking due to passive investing is wrong. Market structure, investor behavior, and data growth have created more inefficiencies, favoring managers who can process broad information quickly. We see this reflected in wider performance dispersion among quant strategies, suggesting alpha is now derived from proprietary insights rather than static factor exposures.

This shift means investors should look beyond simple quant versus active labels. Instead, they should focus on selecting systematic processes with unique approaches. Differentiated alpha comes from proprietary signals and bottom-up stock selection, not just exposure to well-known factors.

Future success hinges on identifying subtle changes in fundamentals, sentiment, and behavior early. Watch for managers who demonstrate continuous adaptation and dynamic risk management, using proprietary data and diverse signals that show low correlation to traditional factors.