Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Lens Technology Co. Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of Lens Technology Co. Ltd. Class A. 4 beat buy-and-hold CAGR; Parabolic SAR ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is SMA 크로스오버 (CAGR 16.9%, MDD -44.7%).

Data 2015-03-18 ~ 2026-07-31daily bars 2,764 (11.4 years)Costs 0.5%Venue SZSEMonthly snapshot 2026-07-31

Results by strategy

4 of 10 beat buy and hold (CAGR 15.5%, drawdown -78.6%).

Sharpe leader (same as main): Parabolic SAR — CAGR 22.3%, MDD -52.2%, Sharpe 0.73, 48% exposure.

Return/drawdown alternative: SMA 크로스오버 — CAGR is 6.8%p higher than buy and hold, while drawdown improves by 26.4%p (CAGR 16.9%, MDD -44.7%, exposure 53%).

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=0.04, maxStep=0.1
22.3%-52.2%0.730.439.9x24648%
Supertrend
period=9, mult=3.6
20.8%-47.4%0.670.448.5x5259%
SMA 크로스오버
fast=18, slow=197
16.9%-44.7%0.610.385.9x1953%
ROC 모멘텀
n=173, threshold=0.01
17.2%-45.5%0.610.386.1x5955%
Keltner 채널 돌파
emaPeriod=13, atrPeriod=23, mult=1.8
13.2%-46.0%0.610.294.1x7020%
MACD
fast=14, slow=54, signal=19
13.1%-68.5%0.520.194.0x11451%
ADX / DI 방향성
period=9, threshold=26
12.3%-61.7%0.520.203.8x16637%
볼린저 밴드 돌파
n=29, k=1.5
12.2%-66.2%0.520.183.7x9236%
EMA 크로스오버
fast=35, slow=219
12.4%-57.7%0.500.213.8x1553%
Donchian 채널 돌파
entryN=11, exitN=18
8.7%-71.3%0.410.122.6x8460%
Buy and hold15.5%-78.6%0.540.205.1x1100%
1x 10x 2016 2018 2020 2022 2024 2026 Parabolic SARBuy and hold
Parabolic SAR: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -20% -39% -59% -79% 2016 2018 2020 2022 2024 2026 Buy and holdParabolic SAR
Parabolic SAR maximum drawdown -52.2% (2020-07-13 → 2023-09-27), recovered after 1,870 days.

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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