Trend-Following Backtester · Guide · backtest 한국어

etf · US

First Trust Capital Strength ETF backtest

10 trend-following strategies were compared on the full daily history of First Trust Capital Strength ETF. 0 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester. Its 98% market exposure makes it hold-like.

Data 2006-07-11 ~ 2026-07-31daily bars 5,046 (20.1 years)Costs 0.5%Venue XNASMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 8.3%, drawdown -54.1%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 7.2%, MDD -49.7%, Sharpe 0.52, 98% exposure. With at least 95% exposure, it should be treated as hold-like, not strong evidence of timing skill.

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
Hold-like · Exposure 98%
n=13, threshold=-0.09
7.2%-49.7%0.520.154.1x5398%
SMA 크로스오버
fast=10, slow=133
4.8%-21.4%0.490.222.5x6969%
EMA 크로스오버
fast=34, slow=45
4.8%-23.5%0.490.212.6x6570%
Donchian 채널 돌파
entryN=21, exitN=76
5.9%-48.2%0.480.123.2x3987%
Supertrend
period=20, mult=5
3.3%-22.3%0.350.151.9x8567%
볼린저 밴드 돌파
n=33, k=2.6
0.5%-11.5%0.160.041.1x2510%
Keltner 채널 돌파
emaPeriod=54, atrPeriod=12, mult=2.1
1.0%-28.7%0.150.031.2x12551%
Parabolic SAR
step=0.005, maxStep=0.14
0.2%-35.3%0.080.011.0x19962%
MACD
fast=14, slow=24, signal=19
-1.2%-40.1%-0.05-0.030.8x28351%
ADX / DI 방향성
period=38, threshold=18
-0.4%-16.0%-0.11-0.030.9x327%
Buy and hold8.3%-54.1%0.510.154.9x1100%
1x 2007 2010 2013 2016 2019 2022 2025 ROC 모멘텀Buy and hold
ROC 모멘텀: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -14% -27% -41% -54% 2007 2010 2013 2016 2019 2022 2025 Buy and holdROC 모멘텀
ROC 모멘텀 maximum drawdown -49.7% (2007-07-13 → 2009-02-26), recovered after 1,383 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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