SleepWell Trade

Trend-Following Backtester · Guide · backtest 한국어

equity · TW

GeniuS Electronic Optical Co., Ltd. backtest

10 trend-following strategies were compared on the full daily history of GeniuS Electronic Optical Co., Ltd.. 10 beat buy-and-hold CAGR; Supertrend ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Keltner 채널 돌파 (CAGR 19.0%, MDD -46.1%).

Data 2005-12-20 ~ 2026-08-31daily bars 5,074 (20.7 years)Costs 0.5%Venue TWSEMonthly snapshot 2026-08-31

Results by strategy

10 of 10 beat buy and hold (CAGR 4.2%, drawdown -96.5%).

Sharpe leader (same as main): Supertrend — CAGR 34.2%, MDD -48.8%, Sharpe 1.03, 44% exposure.

Return/drawdown alternative: Keltner 채널 돌파 — CAGR is 30.0%p higher than buy and hold, while drawdown improves by 47.7%p (CAGR 19.0%, MDD -46.1%, exposure 15%).

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
Supertrend
period=25, mult=2.4
34.2%-48.8%1.030.70440.1x19344%
Parabolic SAR
step=0.01, maxStep=0.26
31.6%-51.7%0.940.61292.6x24349%
EMA 크로스오버
fast=10, slow=14
30.0%-62.7%0.890.48227.4x19948%
ROC 모멘텀
n=14, threshold=0.02
27.9%-55.1%0.880.51163.1x51142%
Donchian 채널 돌파
entryN=26, exitN=14
26.3%-58.7%0.880.45124.9x10935%
MACD
fast=15, slow=72, signal=11
29.1%-57.3%0.870.51198.5x23951%
볼린저 밴드 돌파
n=36, k=1.5
24.6%-64.0%0.840.3894.1x12934%
Keltner 채널 돌파
emaPeriod=32, atrPeriod=17, mult=4
19.0%-46.1%0.800.4136.9x4515%
ADX / DI 방향성
period=10, threshold=22
19.7%-59.0%0.710.3341.1x31337%
SMA 크로스오버
fast=37, slow=188
9.6%-84.2%0.440.116.7x3745%
Buy and hold4.2%-96.5%0.350.042.3x1100%
0.1 1x 10x 100x 2006 2009 2012 2015 2018 2021 2024 SupertrendBuy and hold
Supertrend: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -24% -48% -72% -96% 2006 2009 2012 2015 2018 2021 2024 Buy and holdSupertrend
Supertrend maximum drawdown -48.8% (2010-12-14 → 2011-07-25), recovered after 422 days.

Rules of the top strategy

Trades the direction of a volatility-based trend line that trails below/above price.

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 TW assetsAll asset reports

Read next