Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Bank of Shanghai Co., Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of Bank of Shanghai Co., Ltd. Class A. 7 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 -0.2%, MDD -7.3%).

Data 2016-11-16 ~ 2026-07-31daily bars 2,356 (9.7 years)Costs 0.5%Venue SSEMonthly snapshot 2026-07-31

Results by strategy

7 of 10 beat buy and hold (CAGR -1.4%, drawdown -56.3%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 2.4%, MDD -19.0%, Sharpe 0.29, 19% exposure.

CAGR reference leader: EMA 크로스오버 — CAGR 2.7%, MDD -22.0%, exposure 34%.

Return/drawdown alternative: ADX / DI 방향성 — CAGR is 3.8%p higher than buy and hold, while drawdown improves by 37.3%p (CAGR -0.2%, MDD -7.3%, 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=60, k=2.5
2.4%-19.0%0.290.121.3x1519%
EMA 크로스오버
fast=103, slow=278
2.7%-22.0%0.290.121.3x434%
Keltner 채널 돌파
emaPeriod=57, atrPeriod=17, mult=3.3
1.1%-29.4%0.160.041.1x1417%
SMA 크로스오버
fast=26, slow=211
0.9%-34.0%0.140.031.1x1638%
Donchian 채널 돌파
entryN=60, exitN=28
0.6%-37.2%0.120.021.1x1829%
Supertrend
period=21, mult=4.7
-1.0%-43.6%-0.01-0.020.9x2646%
ADX / DI 방향성
period=20, threshold=38
-0.2%-7.3%-0.08-0.021.0x21%
ROC 모멘텀
n=103, threshold=-0.04
-4.6%-56.3%-0.23-0.080.6x9363%
MACD
fast=18, slow=55, signal=18
-5.1%-56.9%-0.31-0.090.6x9750%
Parabolic SAR
step=0.015, maxStep=0.36
-8.0%-60.8%-0.51-0.130.4x15548%
Buy and hold-1.4%-56.3%0.02-0.030.9x1100%
1x 2017 2019 2021 2023 2025 EMA 크로스오버볼린저 밴드 돌파Buy and hold
볼린저 밴드 돌파 (Sharpe leader), EMA 크로스오버 (CAGR reference), Buy and hold.
0% -14% -28% -42% -56% 2017 2019 2021 2023 2025 Buy and holdEMA 크로스오버볼린저 밴드 돌파
볼린저 밴드 돌파 maximum drawdown -19.0% (2020-07-06 → 2024-01-22), recovered after 1,410 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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