▲ QUANTGPTTHE STRATEGY LIBRARY ▸
// STUDY RESULT · 2010-01 TO 2026-07

Earnings-Surprise Momentum

NO EDGE

Both prior price performance and prior earnings news predict subsequent returns. Sorting on earnings surprises provides a momentum signal distinct from price-only momentum.

THE STRATEGY$SPX BUY & HOLD
Growth a year (CAGR)2.3%12.6%
Return per unit of risk (Sharpe)0.220.90
Worst fall (max drawdown)-51.9%-24.8%

// GROWTH OF $1, LOG SCALE

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

Tested on years it never saw (from the split): -0.0% a year against 12.4% for the benchmark; Sharpe 0.50 in the training years, 0.12 after.

After 25 bps of trading costs: 0.5% a year. BELOW RANDOM

// DECADE BY DECADE

ERASTRATEGYBENCHMARK
2010s7.5%11.6%
2020s-5.1%14.1%

// THE IDEA, AS PUBLISHED

Louis K. C. Chan, Narasimhan Jegadeesh & Josef Lakonishok (1996), Momentum Strategies, The Journal of Finance · 1996

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 19:41 ON THE QUANTGPT WAREHOUSE: EVERY DELISTED NAME KEPT, FUNDAMENTALS AS FILED. NOT INVESTMENT ADVICE.