Trend-Following Backtester · Guide · backtest 한국어

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CGN Power Co., Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of CGN Power Co., Ltd. Class A. 6 beat buy-and-hold CAGR; Keltner 채널 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Keltner 채널 돌파 (CAGR 5.4%, MDD -17.0%).

Data 2019-08-26 ~ 2026-07-31daily bars 1,680 (6.9 years)Costs 0.5%Venue SZSEMonthly snapshot 2026-07-31

Results by strategy

6 of 10 beat buy and hold (CAGR 2.0%, drawdown -51.4%).

Sharpe leader (same as main): Keltner 채널 돌파 — CAGR 5.4%, MDD -17.0%, Sharpe 0.48, 17% exposure.

CAGR reference leader: Donchian 채널 돌파 — CAGR 5.7%, MDD -23.2%, exposure 38%.

Return/drawdown alternative: Keltner 채널 돌파 — CAGR is 3.5%p higher than buy and hold, while drawdown improves by 34.4%p (CAGR 5.4%, MDD -17.0%, exposure 17%).

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
Keltner 채널 돌파
emaPeriod=32, atrPeriod=17, mult=2.5
5.4%-17.0%0.480.321.4x1617%
Donchian 채널 돌파
entryN=57, exitN=36
5.7%-23.2%0.440.241.5x1238%
볼린저 밴드 돌파
n=48, k=3
4.2%-20.9%0.400.201.3x1418%
SMA 크로스오버
fast=22, slow=182
3.3%-25.1%0.280.131.3x840%
EMA 크로스오버
fast=50, slow=116
2.6%-26.0%0.240.101.2x840%
ROC 모멘텀
n=191, threshold=-0.04
2.5%-35.9%0.230.071.2x3556%
ADX / DI 방향성
period=37, threshold=22
1.2%-20.9%0.160.061.1x815%
MACD
fast=17, slow=63, signal=23
1.0%-28.9%0.150.041.1x4951%
Supertrend
period=29, mult=4.7
0.6%-35.5%0.120.021.0x1441%
Parabolic SAR
step=0.01, maxStep=0.26
-1.4%-36.5%0.01-0.040.9x8344%
Buy and hold2.0%-51.4%0.210.041.1x1100%
1x 2020 2021 2022 2023 2024 2025 2026 Donchian 채널 돌파Keltner 채널 돌파Buy and hold
Keltner 채널 돌파 (Sharpe leader), Donchian 채널 돌파 (CAGR reference), Buy and hold.
0% -13% -26% -39% -51% 2020 2021 2022 2023 2024 2025 2026 Buy and holdDonchian 채널 돌파Keltner 채널 돌파
Keltner 채널 돌파 maximum drawdown -17.0% (2021-09-28 → 2021-10-14), recovered after 855 days.

Rules of the top strategy

Breaking above the channel top (average plus a multiple of volatility) signals an upside breakout.

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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