Trend-Following Backtester · Guide · backtest 한국어

etf · HK

CSOP ETF Series - SZSE ChiNext backtest

10 trend-following strategies were compared on the full daily history of CSOP ETF Series - SZSE ChiNext. 9 beat buy-and-hold CAGR; 볼린저 밴드 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ADX / DI 방향성 (CAGR 1.4%, MDD -8.4%).

Data 2015-05-15 ~ 2026-07-31daily bars 2,759 (11.2 years)Costs 0.5%Venue HKEXMonthly snapshot 2026-07-31

Results by strategy

9 of 10 beat buy and hold (CAGR -1.0%, drawdown -74.2%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 9.1%, MDD -33.5%, Sharpe 0.55, 19% exposure.

CAGR reference leader: MACD — CAGR 9.5%, MDD -47.7%, exposure 50%.

Return/drawdown alternative: ADX / DI 방향성 — CAGR is 10.1%p higher than buy and hold, while drawdown improves by 40.6%p (CAGR 1.4%, MDD -8.4%, exposure 1%).

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
볼린저 밴드 돌파
n=32, k=2.4
9.1%-33.5%0.550.272.7x3619%
MACD
fast=22, slow=49, signal=23
9.5%-47.7%0.490.202.8x8450%
Keltner 채널 돌파
emaPeriod=14, atrPeriod=15, mult=2.9
5.5%-26.4%0.450.211.8x165%
ROC 모멘텀
n=167, threshold=-0.05
8.6%-44.3%0.450.192.5x6353%
Donchian 채널 돌파
entryN=118, exitN=48
7.0%-34.1%0.430.212.1x1025%
SMA 크로스오버
fast=58, slow=209
6.4%-37.5%0.390.172.0x945%
ADX / DI 방향성
period=21, threshold=39
1.4%-8.4%0.320.171.2x21%
EMA 크로스오버
fast=38, slow=199
4.6%-48.4%0.310.091.7x1141%
Supertrend
period=12, mult=3.6
3.9%-53.8%0.280.071.5x5251%
Parabolic SAR
step=0.01, maxStep=0.12
-2.4%-69.2%0.03-0.030.8x15049%
Buy and hold-1.0%-74.2%0.17-0.010.9x1100%
1x 2016 2018 2020 2022 2024 2026 MACD볼린저 밴드 돌파Buy and hold
볼린저 밴드 돌파 (Sharpe leader), MACD (CAGR reference), Buy and hold.
0% -19% -37% -56% -74% 2016 2018 2020 2022 2024 2026 Buy and holdMACD볼린저 밴드 돌파
볼린저 밴드 돌파 maximum drawdown -33.5% (2024-10-07 → 2024-10-17), recovered after 326 days.

Rules of the top strategy

Breaking above the upper band (average plus a multiple of volatility) signals a strong move up.

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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