Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Xi'an Bright Laser Technologies Co. Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of Xi'an Bright Laser Technologies Co. Ltd. Class A. 1 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is MACD (CAGR 16.1%, MDD -45.6%).

Data 2019-07-22 ~ 2026-07-31daily bars 1,705 (7.0 years)Costs 0.5%Venue SSEMonthly snapshot 2026-07-31

Results by strategy

1 of 10 beat buy and hold (CAGR 19.3%, drawdown -60.8%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 19.5%, MDD -56.9%, Sharpe 0.61, 60% exposure.

Return/drawdown alternative: MACD — CAGR is 0.2%p higher than buy and hold, while drawdown improves by 3.9%p (CAGR 16.1%, MDD -45.6%, exposure 49%).

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
ROC 모멘텀
n=142, threshold=-0.01
19.5%-56.9%0.610.343.5x3260%
볼린저 밴드 돌파
n=27, k=3.5
12.1%-34.3%0.590.352.2x89%
MACD
fast=14, slow=36, signal=11
16.1%-45.6%0.560.352.9x8649%
Supertrend
period=24, mult=1.6
15.8%-49.6%0.560.322.8x10247%
EMA 크로스오버
fast=46, slow=164
16.1%-53.1%0.560.302.8x761%
Donchian 채널 돌파
entryN=88, exitN=51
13.6%-39.2%0.520.352.5x1050%
Parabolic SAR
step=0.05, maxStep=0.12
13.3%-44.6%0.510.302.4x19248%
ADX / DI 방향성
period=36, threshold=17
12.4%-40.6%0.500.302.3x2242%
SMA 크로스오버
fast=22, slow=219
12.9%-61.4%0.500.212.3x760%
Keltner 채널 돌파
emaPeriod=56, atrPeriod=19, mult=2.4
8.2%-40.4%0.400.201.7x2429%
Buy and hold19.3%-60.8%0.600.323.5x1100%
1x 2020 2021 2022 2023 2024 2025 2026 ROC 모멘텀Buy and hold
ROC 모멘텀: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -15% -30% -46% -61% 2020 2021 2022 2023 2024 2025 2026 Buy and holdROC 모멘텀
ROC 모멘텀 maximum drawdown -56.9% (2021-08-23 → 2025-01-27), recovered after 1,603 days.

Rules of the top strategy

Rides the trend when recent return (momentum) over a window is above a threshold.

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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