Trend-Following Backtester · Guide · backtest 한국어

equity · KR

영원무역 backtest

10 trend-following strategies were compared on the full daily history of 영원무역. 0 beat buy-and-hold CAGR; EMA 크로스오버 ranks first by Sharpe, matching the main backtester.

Data 2009-07-30 ~ 2026-07-31daily bars 4,185 (17.0 years)Costs 0.5%Venue XKRXMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 14.9%, drawdown -75.2%).

Sharpe leader (same as main): EMA 크로스오버 — CAGR 10.9%, MDD -58.8%, Sharpe 0.49, 60% exposure.

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
EMA 크로스오버
fast=46, slow=218
10.9%-58.8%0.490.185.8x2360%
Donchian 채널 돌파
entryN=33, exitN=75
10.6%-72.9%0.470.155.6x3274%
SMA 크로스오버
fast=53, slow=219
10.1%-69.4%0.460.145.1x2362%
Supertrend
period=15, mult=5
8.8%-69.5%0.430.134.2x4266%
Parabolic SAR
step=0.01, maxStep=0.34
6.0%-71.2%0.350.082.7x21948%
ROC 모멘텀
n=138, threshold=0.05
4.0%-78.1%0.280.052.0x13353%
Keltner 채널 돌파
emaPeriod=60, atrPeriod=9, mult=1.4
1.9%-73.6%0.200.031.4x10842%
MACD
fast=17, slow=27, signal=14
1.3%-73.5%0.190.021.2x24349%
ADX / DI 방향성
period=27, threshold=13
0.7%-70.7%0.160.011.1x16141%
볼린저 밴드 돌파
n=47, k=1.5
-0.2%-69.5%0.12-0.001.0x11138%
Buy and hold14.9%-75.2%0.550.2010.7x1100%
1x 10x 2010 2013 2016 2019 2022 2025 EMA 크로스오버Buy and hold
EMA 크로스오버: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -19% -38% -56% -75% 2010 2013 2016 2019 2022 2025 Buy and holdEMA 크로스오버
EMA 크로스오버 maximum drawdown -58.8% (2014-10-23 → 2020-11-30), recovered after 4,052 days.

Rules of the top strategy

Uses two exponential averages (more weight on recent prices) and trades their crossover.

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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