Trend-Following Backtester · Guide · backtest 한국어

equity · CA

Cardinal Energy Ltd. backtest

10 trend-following strategies were compared on the full daily history of Cardinal Energy Ltd.. 10 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ADX / DI 방향성 (CAGR 13.1%, MDD -19.8%).

Data 2014-01-07 ~ 2026-07-31daily bars 3,155 (12.6 years)Costs 0.5%Venue TSXMonthly snapshot 2026-07-31

Results by strategy

10 of 10 beat buy and hold (CAGR -0.1%, drawdown -98.3%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 24.3%, MDD -33.7%, Sharpe 0.89, 29% exposure.

Return/drawdown alternative: ADX / DI 방향성 — CAGR is 24.4%p higher than buy and hold, while drawdown improves by 64.6%p (CAGR 13.1%, MDD -19.8%, exposure 8%).

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=179, threshold=0.13
24.3%-33.7%0.890.7215.3x4729%
ADX / DI 방향성
period=27, threshold=30
13.1%-19.8%0.780.664.7x88%
볼린저 밴드 돌파
n=44, k=2.2
18.4%-41.1%0.720.458.3x4831%
Keltner 채널 돌파
emaPeriod=33, atrPeriod=28, mult=1.8
17.0%-47.1%0.680.367.2x7432%
SMA 크로스오버
fast=9, slow=194
17.4%-52.2%0.670.337.5x3341%
Supertrend
period=18, mult=3.5
17.7%-66.0%0.650.277.7x6448%
Donchian 채널 돌파
entryN=22, exitN=10
14.8%-58.9%0.610.255.7x8937%
EMA 크로스오버
fast=47, slow=130
11.1%-71.0%0.500.163.8x2541%
MACD
fast=19, slow=73, signal=19
12.5%-65.8%0.500.194.4x11752%
Parabolic SAR
step=0.045, maxStep=0.22
6.9%-85.5%0.360.082.3x41150%
Buy and hold-0.1%-98.3%0.27-0.001.0x1100%
0.1 1x 10x 2015 2017 2019 2021 2023 2025 ROC 모멘텀Buy and hold
ROC 모멘텀: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -25% -49% -74% -98% 2015 2017 2019 2021 2023 2025 Buy and holdROC 모멘텀
ROC 모멘텀 maximum drawdown -33.7% (2022-11-07 → 2025-09-08), recovered after 1,228 days.

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 selected on the same full-history sample using sharpe over 40 trials per strategy, so results contain in-sample bias. 0.5% trading costs are included; taxes, slippage and rejected orders are not.
Re-run the same setupAll asset reports

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