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Vanguard Morningstar Mega Cap Value ETF backtest

10 trend-following strategies were compared on the full daily history of Vanguard Morningstar Mega Cap Value ETF. 0 beat buy-and-hold CAGR; Donchian 채널 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Donchian 채널 돌파 (CAGR 6.3%, MDD -20.8%).

Data 2007-12-27 ~ 2026-07-31daily bars 4,677 (18.6 years)Costs 0.5%Venue XASEMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 6.5%, drawdown -57.3%).

Sharpe leader (same as main): Donchian 채널 돌파 — CAGR 6.3%, MDD -20.8%, Sharpe 0.58, 76% exposure.

Return/drawdown alternative: Donchian 채널 돌파 — CAGR is 0.2%p lower than buy and hold, while drawdown improves by 36.5%p (CAGR 6.3%, MDD -20.8%, exposure 76%).

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
Donchian 채널 돌파
entryN=56, exitN=78
6.3%-20.8%0.580.303.1x2376%
SMA 크로스오버
fast=15, slow=190
5.8%-20.9%0.560.282.9x3576%
EMA 크로스오버
fast=54, slow=84
5.7%-23.5%0.560.242.8x2975%
ROC 모멘텀
n=84, threshold=-0.06
5.0%-24.8%0.460.202.5x7986%
볼린저 밴드 돌파
n=26, k=3.4
0.2%-4.3%0.230.051.0x21%
Supertrend
period=18, mult=5
1.8%-30.9%0.220.061.4x7763%
ADX / DI 방향성
period=37, threshold=15
-0.2%-19.3%-0.01-0.011.0x5016%
Keltner 채널 돌파
emaPeriod=54, atrPeriod=25, mult=1.7
-1.1%-43.9%-0.08-0.030.8x13955%
MACD
fast=17, slow=28, signal=17
-2.4%-49.3%-0.15-0.050.6x25051%
Parabolic SAR
step=0.01, maxStep=0.12
-3.6%-55.3%-0.25-0.070.5x28561%
Buy and hold6.5%-57.3%0.420.113.2x1100%
1x 2008 2011 2014 2017 2020 2023 2026 Donchian 채널 돌파Buy and hold
Donchian 채널 돌파: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -14% -29% -43% -57% 2008 2011 2014 2017 2020 2023 2026 Buy and holdDonchian 채널 돌파
Donchian 채널 돌파 maximum drawdown -20.8% (2022-01-11 → 2023-12-12), recovered after 1,455 days.

Rules of the top strategy

A new high means a trend starting; a new low means it’s over (turtle-trading style).

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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