Trend-Following Backtester · Guide · backtest 한국어

equity · US

PPL Corporation backtest

10 trend-following strategies were compared on the full daily history of PPL Corporation. 0 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester.

Data 1980-03-17 ~ 2026-07-31daily bars 11,688 (46.4 years)Costs 0.5%Venue XNYSMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 4.9%, drawdown -63.8%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 2.6%, MDD -66.8%, Sharpe 0.23, 86% exposure.

No strategy retained at least 75% of buy-and-hold CAGR while reducing drawdown by both 20% relatively and 5 percentage points absolutely.

The alternative must retain 75% of buy-and-hold CAGR, improve drawdown by at least 20% and 5 percentage points, and stay below 95% exposure; the ranking weights return retention 60% and drawdown improvement 40%.

Strategy · parametersCAGRMDDSharpeCalmarTotalTradesExposure
ROC 모멘텀
n=87, threshold=-0.09
2.6%-66.8%0.230.043.3x25186%
볼린저 밴드 돌파
n=44, k=3.5
1.0%-16.6%0.220.061.6x347%
Donchian 채널 돌파
entryN=26, exitN=61
2.0%-76.8%0.200.032.5x12573%
ADX / DI 방향성
period=15, threshold=48
0.5%-12.1%0.190.041.3x181%
SMA 크로스오버
fast=50, slow=209
1.3%-75.3%0.160.021.9x7663%
EMA 크로스오버
fast=51, slow=190
1.2%-82.9%0.150.011.7x7464%
Keltner 채널 돌파
emaPeriod=22, atrPeriod=22, mult=4
0.4%-25.8%0.100.011.2x405%
Supertrend
period=9, mult=3.8
0.4%-67.0%0.100.011.2x22854%
MACD
fast=39, slow=58, signal=25
-1.5%-80.5%-0.03-0.020.5x34152%
Parabolic SAR
step=0.01, maxStep=0.36
-2.9%-80.2%-0.13-0.040.3x59251%
Buy and hold4.9%-63.8%0.330.089.2x1100%
1x 10x 1981 1987 1993 1999 2005 2011 2017 2023 ROC 모멘텀Buy and hold
ROC 모멘텀: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -17% -33% -50% -67% 1981 1987 1993 1999 2005 2011 2017 2023 Buy and holdROC 모멘텀
ROC 모멘텀 maximum drawdown -66.8% (2008-01-09 → 2023-10-27), prior peak not yet recovered.

Rules of the top strategy

Rides the trend when recent return (momentum) over a window is above a threshold.

Method and caveats

Past performance does not guarantee future returns. Parameters were carried forward from the latest full optimization and replayed on this monthly dataset. 0.5% trading costs are included; taxes, slippage and rejected orders are not.
Re-optimize the same period and setupAll asset reports

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