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Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Pharmaron Beijing Co., Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of Pharmaron Beijing Co., Ltd. Class A. 0 beat buy-and-hold CAGR; Supertrend ranks first by Sharpe, matching the main backtester.

Data 2019-01-28 ~ 2026-08-31daily bars 1,839 (7.6 years)Costs 0.5%Venue SZSEMonthly snapshot 2026-08-31

Results by strategy

0 of 10 beat buy and hold (CAGR 33.2%, drawdown -82.6%).

Sharpe leader (same as main): Supertrend — CAGR 21.7%, MDD -49.5%, Sharpe 0.69, 57% exposure.

No strategy retained at least 75% of buy-and-hold CAGR while reducing drawdown by both 20% relatively and 5 percentage points absolutely.

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
Supertrend
period=9, mult=4.1
21.7%-49.5%0.690.444.4x2957%
SMA 크로스오버
fast=47, slow=84
20.8%-51.1%0.690.414.2x2351%
ROC 모멘텀
n=142, threshold=0.01
20.2%-46.7%0.680.434.0x2548%
Parabolic SAR
step=0.015, maxStep=0.38
20.5%-77.8%0.680.264.1x12849%
Donchian 채널 돌파
entryN=26, exitN=85
20.0%-68.3%0.650.294.0x1370%
볼린저 밴드 돌파
n=25, k=2
14.4%-44.7%0.590.322.8x5232%
EMA 크로스오버
fast=10, slow=133
16.2%-55.8%0.590.293.1x2148%
MACD
fast=10, slow=27, signal=17
13.4%-65.3%0.530.202.6x10248%
ADX / DI 방향성
period=32, threshold=11
10.6%-73.9%0.460.142.1x6153%
Keltner 채널 돌파
emaPeriod=25, atrPeriod=27, mult=3.7
7.2%-30.0%0.420.241.7x1211%
Buy and hold33.2%-82.6%0.810.408.8x1100%
1x 10x 2020 2021 2022 2023 2024 2025 2026 SupertrendBuy and hold
Supertrend: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -21% -41% -62% -83% 2020 2021 2022 2023 2024 2025 2026 Buy and holdSupertrend
Supertrend maximum drawdown -49.5% (2023-01-19 → 2025-06-20), recovered after 1,302 days.

Rules of the top strategy

Trades the direction of a volatility-based trend line that trails below/above price.

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

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