Trend-Following Backtester · Guide · backtest 한국어

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UBS Solactive Global Pure Gold Miners UCITS ETF USD backtest

10 trend-following strategies were compared on the full daily history of UBS Solactive Global Pure Gold Miners UCITS ETF USD. 4 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ROC 모멘텀 (CAGR 10.6%, MDD -37.7%).

Data 2012-11-15 ~ 2026-07-31daily bars 3,473 (13.7 years)Costs 0.5%Venue XETRMonthly snapshot 2026-07-31

Results by strategy

4 of 10 beat buy and hold (CAGR 4.9%, drawdown -71.9%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 10.6%, MDD -37.7%, Sharpe 0.55, 37% exposure.

Return/drawdown alternative: ROC 모멘텀 — CAGR is 5.7%p higher than buy and hold, while drawdown improves by 34.3%p (CAGR 10.6%, MDD -37.7%, exposure 37%).

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=130, threshold=0.12
10.6%-37.7%0.550.284.0x7237%
Donchian 채널 돌파
entryN=140, exitN=40
8.7%-44.3%0.490.203.2x2031%
EMA 크로스오버
fast=58, slow=176
7.5%-40.0%0.400.192.7x1848%
SMA 크로스오버
fast=33, slow=48
7.6%-50.3%0.380.152.7x7249%
ADX / DI 방향성
period=31, threshold=24
2.7%-18.7%0.280.141.4x65%
볼린저 밴드 돌파
n=33, k=3.4
0.6%-36.7%0.110.021.1x146%
Supertrend
period=8, mult=4.2
-8.0%-81.9%0.00-0.100.3x10049%
Keltner 채널 돌파
emaPeriod=48, atrPeriod=14, mult=2.2
-4.4%-63.3%-0.02-0.070.5x10436%
MACD
fast=17, slow=34, signal=16
-13.3%-89.4%-0.08-0.150.1x18550%
Parabolic SAR
step=0.005, maxStep=0.34
-9.4%-75.1%-0.08-0.130.3x12449%
Buy and hold4.9%-71.9%0.380.071.9x1100%
1x 2013 2015 2017 2019 2021 2023 2025 ROC 모멘텀Buy and hold
ROC 모멘텀: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -18% -36% -54% -72% 2013 2015 2017 2019 2021 2023 2025 Buy and holdROC 모멘텀
ROC 모멘텀 maximum drawdown -37.7% (2016-07-11 → 2019-05-31), recovered after 1,486 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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