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Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Beijing Roborock Technology Co. Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of Beijing Roborock Technology Co. Ltd. Class A. 10 beat buy-and-hold CAGR; MACD ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ADX / DI 방향성 (CAGR 12.0%, MDD -30.5%).

Data 2020-02-21 ~ 2026-08-31daily bars 1,585 (6.5 years)Costs 0.5%Venue SSEMonthly snapshot 2026-08-31

Results by strategy

10 of 10 beat buy and hold (CAGR -0.4%, drawdown -78.4%).

Sharpe leader (same as main): MACD — CAGR 16.8%, MDD -37.9%, Sharpe 0.61, 54% exposure.

Return/drawdown alternative: ADX / DI 방향성 — CAGR is 17.3%p higher than buy and hold, while drawdown improves by 40.5%p (CAGR 12.0%, MDD -30.5%, exposure 21%).

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
MACD
fast=11, slow=26, signal=17
16.8%-37.9%0.610.442.8x8954%
ADX / DI 방향성
period=24, threshold=22
12.0%-30.5%0.600.392.1x2421%
Donchian 채널 돌파
entryN=97, exitN=33
11.7%-37.0%0.540.322.1x1130%
ROC 모멘텀
n=45, threshold=0.04
13.2%-55.8%0.530.242.2x7143%
볼린저 밴드 돌파
n=48, k=2.3
9.1%-39.7%0.450.231.8x2330%
SMA 크로스오버
fast=49, slow=107
9.0%-61.2%0.430.151.8x1646%
Keltner 채널 돌파
emaPeriod=33, atrPeriod=14, mult=2.8
7.9%-38.3%0.420.211.6x2122%
EMA 크로스오버
fast=17, slow=27
8.7%-62.2%0.410.141.7x3952%
Supertrend
period=13, mult=3
7.9%-65.9%0.390.121.6x3556%
Parabolic SAR
step=0.01, maxStep=0.16
7.8%-33.5%0.390.231.6x7951%
Buy and hold-0.4%-78.4%0.26-0.011.0x1100%
1x 2021 2022 2023 2024 2025 2026 MACDBuy and hold
MACD: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -20% -39% -59% -78% 2021 2022 2023 2024 2025 2026 Buy and holdMACD
MACD maximum drawdown -37.9% (2022-06-06 → 2022-10-28), recovered after 700 days.

Rules of the top strategy

Looks at the gap (MACD) between a short and long average crossing its own signal line.

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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