Trend-Following Backtester · Guide · backtest 한국어

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Virtus Reaves Utilities ETF backtest

10 trend-following strategies were compared on the full daily history of Virtus Reaves Utilities ETF. 1 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester. Its 99% market exposure makes it hold-like.

Data 2015-09-24 ~ 2026-07-31daily bars 2,728 (10.9 years)Costs 0.5%Venue XASEMonthly snapshot 2026-07-31

Results by strategy

1 of 10 beat buy and hold (CAGR 10.9%, drawdown -35.7%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 11.8%, MDD -22.6%, Sharpe 0.69, 99% 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 99%
n=7, threshold=-0.13
11.8%-22.6%0.690.523.3x599%
SMA 크로스오버
fast=103, slow=119
8.0%-17.9%0.590.452.3x3669%
Donchian 채널 돌파
entryN=14, exitN=62
4.6%-27.6%0.360.171.6x3387%
EMA 크로스오버
fast=78, slow=224
4.4%-35.7%0.340.121.6x1172%
Supertrend
period=36, mult=4.9
1.7%-29.4%0.190.061.2x6264%
ADX / DI 방향성
period=39, threshold=17
1.0%-29.6%0.170.041.1x3226%
볼린저 밴드 돌파
n=58, k=3.3
0.4%-7.3%0.160.061.0x45%
MACD
fast=17, slow=41, signal=18
0.5%-29.6%0.110.021.1x12052%
Parabolic SAR
step=0.01, maxStep=0.24
-1.8%-37.3%-0.06-0.050.8x14258%
Keltner 채널 돌파
emaPeriod=46, atrPeriod=22, mult=2.7
-1.1%-26.0%-0.06-0.040.9x7041%
Buy and hold10.9%-35.7%0.620.303.1x1100%
1x 2016 2018 2020 2022 2024 2026 ROC 모멘텀Buy and hold
ROC 모멘텀: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -9% -18% -27% -36% 2016 2018 2020 2022 2024 2026 Buy and holdROC 모멘텀
ROC 모멘텀 maximum drawdown -22.6% (2022-09-12 → 2023-10-02), recovered after 602 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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