Trend-Following Backtester · Guide · backtest 한국어

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Amundi ETF Leveraged MSCI USA Daily backtest

9 trend-following strategies were compared on the full daily history of Amundi ETF Leveraged MSCI USA Daily. 1 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester. Its 98% market exposure makes it hold-like.

Data 2009-06-16 ~ 2026-07-31daily bars 4,384 (17.1 years)Costs 0.5%Venue EURONEXTMonthly snapshot 2026-07-31

Results by strategy

1 of 9 beat buy and hold (CAGR -8.0%, drawdown -99.8%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR -7.9%, MDD -99.8%, Sharpe 0.72, 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=9, threshold=-0.15
-7.9%-99.8%0.72-0.080.2x5198%
Donchian 채널 돌파
Hold-like · Exposure 98%
entryN=2, exitN=124
-8.2%-99.8%0.72-0.080.2x3598%
SMA 크로스오버
fast=29, slow=69
-20.9%-99.8%0.72-0.210.0x6566%
MACD
fast=10, slow=43, signal=13
-61.4%-100.3%0.63-0.610.0x23659%
Parabolic SAR
step=0.04, maxStep=0.1
-64.9%-100.2%0.63-0.650.0x33254%
Supertrend
period=5, mult=2.4
-82.1%-100.1%0.53-0.820.0x23857%
볼린저 밴드 돌파
n=15, k=0.9
-83.7%-100.1%0.53-0.840.0x38852%
ADX / DI 방향성
period=9, threshold=12
-84.0%-100.0%0.53-0.840.0x44849%
Keltner 채널 돌파
emaPeriod=47, atrPeriod=16, mult=2.2
-91.9%-100.0%0.41-0.920.0x10839%
Buy and hold-8.0%-99.8%0.72-0.080.2x1100%
0.01 0.1 1x 2010 2013 2016 2019 2022 2025 ROC 모멘텀Buy and hold
ROC 모멘텀: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -25% -50% -75% -100% 2010 2013 2016 2019 2022 2025 Buy and holdROC 모멘텀
ROC 모멘텀 maximum drawdown -99.8% (2015-05-25 → 2016-02-12), 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 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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