▲ QUANTGPTTHE STRATEGY LIBRARY ▸
// STUDY RESULT · 1993-12 TO 2026-07

Contrarian Value (LSV)

NO EDGE

Value works because investors extrapolate past growth too far: low-priced, slow-growth stocks beat glamour stocks, and the gap is not explained by higher risk.

THE STRATEGY$SPX BUY & HOLD
Growth a year (CAGR)6.7%9.0%
Return per unit of risk (Sharpe)0.430.65
Worst fall (max drawdown)-66.0%-52.6%

// GROWTH OF $1, LOG SCALE

AMBER: THE STRATEGY · GREY: $SPX BUY & HOLD

Tested on years it never saw (from the split): 13.3% a year against 12.4% for the benchmark; Sharpe 0.27 in the training years, 0.67 after.

After 25 bps of trading costs: 5.4% a year. EDGE OVER RANDOM

// DECADE BY DECADE

ERASTRATEGYBENCHMARK
1990s-0.8%19.7%
2000s1.5%-2.6%
2010s11.1%11.6%
2020s15.8%14.1%

// THE IDEA, AS PUBLISHED

Lakonishok, Shleifer & Vishny (1994), Journal of Finance · 1994

RUN IT YOURSELF ▸ IN THE LIBRARY

A real computation on the QuantGPT warehouse, survivorship-free, walk-forward. Gross returns, no costs except where stated. Past performance is not a promise. Findings, not advice. COMPUTED 2026-09-24 19:42 ON THE QUANTGPT WAREHOUSE: EVERY DELISTED NAME KEPT, FUNDAMENTALS AS FILED. NOT INVESTMENT ADVICE.