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Trend-Following Backtester · Guide · backtest 한국어

equity · US

Morningstar, Inc. backtest

10 trend-following strategies were compared on the full daily history of Morningstar, Inc.. 0 beat buy-and-hold CAGR; Donchian 채널 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is SMA 크로스오버 (CAGR 9.5%, MDD -31.5%).

Data 2005-05-03 ~ 2026-08-31daily bars 5,366 (21.3 years)Costs 0.5%Venue XNASMonthly snapshot 2026-08-31

Results by strategy

0 of 10 beat buy and hold (CAGR 11.8%, drawdown -67.9%).

Sharpe leader (same as main): Donchian 채널 돌파 — CAGR 8.7%, MDD -26.9%, Sharpe 0.57, 46% exposure.

CAGR reference leader: SMA 크로스오버 — CAGR 9.5%, MDD -31.5%, exposure 60%.

Return/drawdown alternative: SMA 크로스오버 — CAGR is 3.1%p lower than buy and hold, while drawdown improves by 41.0%p (CAGR 9.5%, MDD -31.5%, exposure 60%).

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=115, exitN=52
8.7%-26.9%0.570.336.0x2946%
SMA 크로스오버
fast=51, slow=142
9.5%-31.5%0.560.306.9x3560%
EMA 크로스오버
fast=41, slow=140
8.5%-42.6%0.500.205.7x3565%
ROC 모멘텀
n=125, threshold=0.08
6.5%-31.4%0.450.213.9x13743%
Supertrend
period=13, mult=4.8
6.7%-44.9%0.420.154.0x6157%
ADX / DI 방향성
period=32, threshold=28
1.9%-11.8%0.350.161.5x124%
볼린저 밴드 돌파
n=58, k=3.5
2.6%-19.0%0.340.141.7x1611%
Keltner 채널 돌파
emaPeriod=51, atrPeriod=15, mult=1.8
4.0%-26.7%0.310.152.3x11943%
MACD
fast=7, slow=24, signal=15
0.3%-49.8%0.120.011.1x40450%
Parabolic SAR
step=0.01, maxStep=0.28
-1.7%-66.2%0.02-0.030.7x31853%
Buy and hold11.8%-67.9%0.520.1710.9x1100%
1x 10x 2006 2009 2012 2015 2018 2021 2024 SMA 크로스오버Donchian 채널 돌파Buy and hold
Donchian 채널 돌파 (Sharpe leader), SMA 크로스오버 (CAGR reference), Buy and hold.
0% -17% -34% -51% -68% 2006 2009 2012 2015 2018 2021 2024 Buy and holdSMA 크로스오버Donchian 채널 돌파
Donchian 채널 돌파 maximum drawdown -26.9% (2011-07-07 → 2017-09-07), recovered after 2,485 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 carried forward from the latest full optimization and replayed on this monthly dataset. 0.5% trading costs are included; taxes, slippage and rejected orders are not.
Re-optimize the same period and setupMore US assetsAll asset reports

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