Trend-Following Backtester · Guide · backtest 한국어

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CNPC Capital Co Ltd Class A backtest

10 trend-following strategies were compared on the full daily history of CNPC Capital Co Ltd Class A. 10 beat buy-and-hold CAGR; Donchian 채널 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Keltner 채널 돌파 (CAGR 8.4%, MDD -55.4%).

Data 1996-10-22 ~ 2026-07-31daily bars 7,398 (29.8 years)Costs 0.5%Venue SZSEMonthly snapshot 2026-07-31

Results by strategy

10 of 10 beat buy and hold (CAGR 4.1%, drawdown -90.9%).

Sharpe leader (same as main): Donchian 채널 돌파 — CAGR 9.4%, MDD -57.4%, Sharpe 0.47, 24% exposure.

CAGR reference leader: 볼린저 밴드 돌파 — CAGR 10.0%, MDD -70.1%, exposure 37%.

Return/drawdown alternative: Keltner 채널 돌파 — CAGR is 5.3%p higher than buy and hold, while drawdown improves by 33.6%p (CAGR 8.4%, MDD -55.4%, exposure 19%).

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
Donchian 채널 돌파
entryN=116, exitN=29
9.4%-57.4%0.470.1614.5x4224%
볼린저 밴드 돌파
n=47, k=1.1
10.0%-70.1%0.460.1416.9x18037%
Keltner 채널 돌파
emaPeriod=56, atrPeriod=15, mult=3.7
8.4%-55.4%0.450.1511.0x5419%
EMA 크로스오버
fast=26, slow=51
8.5%-72.1%0.410.1211.4x10445%
Supertrend
period=14, mult=4.9
7.1%-75.3%0.370.097.8x8452%
SMA 크로스오버
fast=42, slow=210
7.0%-73.0%0.370.107.6x4647%
ADX / DI 방향성
period=34, threshold=15
6.0%-73.5%0.350.085.7x13031%
ROC 모멘텀
n=50, threshold=0.12
5.6%-66.8%0.340.085.1x28426%
MACD
fast=12, slow=41, signal=14
5.3%-71.8%0.320.074.6x38950%
Parabolic SAR
step=0.01, maxStep=0.22
5.0%-79.0%0.310.064.3x36349%
Buy and hold4.1%-90.9%0.320.043.3x1100%
1x 10x 1997 2001 2005 2009 2013 2017 2021 2025 볼린저 밴드 돌파Donchian 채널 돌파Buy and hold
Donchian 채널 돌파 (Sharpe leader), 볼린저 밴드 돌파 (CAGR reference), Buy and hold.
0% -23% -45% -68% -91% 1997 2001 2005 2009 2013 2017 2021 2025 Buy and hold볼린저 밴드 돌파Donchian 채널 돌파
Donchian 채널 돌파 maximum drawdown -57.4% (2017-01-09 → 2023-01-11), prior peak not yet recovered.

Rules of the top strategy

A new high means a trend starting; a new low means it’s over (turtle-trading style).

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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