Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Guangdong Kingshine Electronic Technology Co., Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of Guangdong Kingshine Electronic Technology Co., Ltd. Class A. 10 beat buy-and-hold CAGR; ADX / DI 방향성 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Keltner 채널 돌파 (CAGR 30.6%, MDD -33.0%).

Data 2020-11-05 ~ 2026-07-31daily bars 1,392 (5.7 years)Costs 0.5%Venue SZSEMonthly snapshot 2026-07-31

Results by strategy

10 of 10 beat buy and hold (CAGR 6.7%, drawdown -88.8%).

Sharpe leader (same as main): ADX / DI 방향성 — CAGR 38.1%, MDD -43.7%, Sharpe 1.08, 18% exposure.

Return/drawdown alternative: Keltner 채널 돌파 — CAGR is 31.4%p higher than buy and hold, while drawdown improves by 45.1%p (CAGR 30.6%, MDD -33.0%, exposure 22%).

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
ADX / DI 방향성
period=38, threshold=21
38.1%-43.7%1.080.876.4x418%
Keltner 채널 돌파
emaPeriod=51, atrPeriod=14, mult=2.8
30.6%-33.0%0.880.924.6x1022%
볼린저 밴드 돌파
n=51, k=2.6
29.4%-40.9%0.850.724.4x1224%
ROC 모멘텀
n=82, threshold=0.12
30.5%-59.8%0.840.514.6x2129%
EMA 크로스오버
fast=13, slow=215
28.8%-59.8%0.820.484.3x929%
Supertrend
period=28, mult=2.5
29.6%-59.1%0.800.504.4x4644%
Donchian 채널 돌파
entryN=143, exitN=50
23.9%-52.5%0.780.453.4x418%
SMA 크로스오버
fast=18, slow=216
25.8%-59.8%0.760.433.7x734%
Parabolic SAR
step=0.03, maxStep=0.16
16.8%-71.3%0.570.242.4x13649%
MACD
fast=6, slow=45, signal=12
11.1%-68.9%0.460.161.8x10652%
Buy and hold6.7%-88.8%0.420.081.5x1100%
1x 10x 2021 2022 2023 2024 2025 2026 ADX / DI 방향성Buy and hold
ADX / DI 방향성: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -22% -44% -67% -89% 2021 2022 2023 2024 2025 2026 Buy and holdADX / DI 방향성
ADX / DI 방향성 maximum drawdown -43.7% (2026-06-25 → 2026-07-17), prior peak not yet recovered.

Rules of the top strategy

Looks at both the direction and the strength of the trend; holds only in a strong uptrend.

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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