▲ QUANTGPTTHE STRATEGY LIBRARY ▸
// STUDY RESULT · 1990-01 TO 2026-07

Wyckoff Accumulation and Distribution

NO EDGE

Price action and volume are interpreted together to distinguish accumulation from distribution within a trading range. A breakout is favored when it confirms the inferred balance of supply and demand.

THE STRATEGY$SPX BUY & HOLD
Growth a year (CAGR)0.2%9.0%
Return per unit of risk (Sharpe)0.060.66
Worst fall (max drawdown)-35.2%-52.6%

// GROWTH OF $1, LOG SCALE

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

Tested on years it never saw (from the split): 1.4% a year against 12.4% for the benchmark; Sharpe -0.05 in the training years, 0.18 after.

After 25 bps of trading costs: -2.2% a year. WITHIN RANDOM

// DECADE BY DECADE

ERASTRATEGYBENCHMARK
1990s-0.2%15.5%
2000s-2.2%-2.6%
2010s0.6%11.6%
2020s3.7%14.1%

// THE IDEA, AS PUBLISHED

Richard D. Wyckoff, 'Studies in Tape Reading' (as Rollo Tape, 1910) and his later stock market course (about 1931) · 1910

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 20:50 ON THE QUANTGPT WAREHOUSE. COMPANIES THAT LATER DELISTED ARE NOT IN THIS UNIVERSE YET (A FIX IS IN PROGRESS), SO THE RESULT LEANS TOWARD SURVIVORS. FUNDAMENTALS BY FILING DATE. NOT INVESTMENT ADVICE.