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; Parabolic SAR ranks first by Sharpe, matching the main backtester.

Data 2019-01-28 ~ 2026-07-31daily bars 1,818 (7.5 years)Costs 0.5%Venue SZSEMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 30.7%, drawdown -82.6%).

Sharpe leader (same as main): Parabolic SAR — CAGR 19.0%, MDD -77.8%, Sharpe 0.65, 49% exposure.

CAGR reference leader: Supertrend — CAGR 19.3%, MDD -49.5%, exposure 57%.

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
Parabolic SAR
step=0.015, maxStep=0.38
19.0%-77.8%0.650.243.7x12649%
Supertrend
period=9, mult=4.1
19.3%-49.5%0.650.393.8x2957%
SMA 크로스오버
fast=47, slow=84
18.5%-51.1%0.640.363.6x2350%
ROC 모멘텀
n=142, threshold=0.01
17.8%-46.7%0.630.383.4x2548%
Donchian 채널 돌파
entryN=26, exitN=85
17.7%-68.3%0.600.263.4x1370%
MACD
fast=10, slow=27, signal=17
13.8%-65.3%0.540.212.6x10048%
EMA 크로스오버
fast=10, slow=133
13.9%-55.8%0.540.252.7x2148%
볼린저 밴드 돌파
n=25, k=2
12.1%-44.7%0.530.272.4x5132%
ADX / DI 방향성
period=32, threshold=11
8.4%-73.9%0.410.111.8x6152%
Keltner 채널 돌파
emaPeriod=25, atrPeriod=27, mult=3.7
4.9%-30.0%0.330.161.4x1110%
Buy and hold30.7%-82.6%0.780.377.5x1100%
1x 10x 2020 2021 2022 2023 2024 2025 2026 SupertrendParabolic SARBuy and hold
Parabolic SAR (Sharpe leader), Supertrend (CAGR reference), Buy and hold.
0% -21% -41% -62% -83% 2020 2021 2022 2023 2024 2025 2026 Buy and holdSupertrendParabolic SAR
Parabolic SAR maximum drawdown -77.8% (2021-07-01 → 2024-03-07), prior peak not yet recovered.

Rules of the top strategy

Trades around the Parabolic SAR dots that accelerate toward price.

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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