SleepWell Trade

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. 9 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 30.0%, MDD -33.0%).

Data 2020-11-05 ~ 2026-08-31daily bars 1,413 (5.8 years)Costs 0.5%Venue SZSEMonthly snapshot 2026-08-31

Results by strategy

9 of 10 beat buy and hold (CAGR 20.0%, drawdown -88.8%).

Sharpe leader (same as main): ADX / DI 방향성 — CAGR 42.7%, MDD -43.7%, Sharpe 1.15, 19% exposure.

CAGR reference leader: ROC 모멘텀 — CAGR 46.3%, MDD -61.0%, exposure 30%.

Return/drawdown alternative: Keltner 채널 돌파 — CAGR is 22.7%p higher than buy and hold, while drawdown improves by 45.1%p (CAGR 30.0%, 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
42.7%-43.7%1.150.987.9x619%
ROC 모멘텀
n=82, threshold=0.12
46.3%-61.0%1.070.769.2x2130%
EMA 크로스오버
fast=13, slow=215
44.4%-61.0%1.060.738.5x931%
SMA 크로스오버
fast=18, slow=216
41.2%-61.0%0.990.677.4x735%
Supertrend
period=28, mult=2.5
34.8%-59.1%0.880.595.7x4744%
Keltner 채널 돌파
emaPeriod=51, atrPeriod=14, mult=2.8
30.0%-33.0%0.870.914.6x1022%
볼린저 밴드 돌파
n=51, k=2.6
28.9%-40.9%0.840.714.4x1223%
Donchian 채널 돌파
entryN=143, exitN=50
23.5%-52.5%0.770.453.4x418%
Parabolic SAR
step=0.03, maxStep=0.16
24.8%-71.3%0.700.353.6x13950%
MACD
fast=6, slow=45, signal=12
15.7%-68.9%0.550.232.3x10753%
Buy and hold20.0%-88.8%0.610.232.9x1100%
1x 10x 2021 2022 2023 2024 2025 2026 ROC 모멘텀ADX / DI 방향성Buy and hold
ADX / DI 방향성 (Sharpe leader), ROC 모멘텀 (CAGR reference), Buy and hold.
0% -22% -44% -67% -89% 2021 2022 2023 2024 2025 2026 Buy and holdROC 모멘텀ADX / 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 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 CN assetsAll asset reports

Read next