Trend-Following Backtester · Guide · backtest 한국어

equity · CN

LONGi Green Energy Technology Co., Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of LONGi Green Energy Technology Co., Ltd. Class A. 10 beat buy-and-hold CAGR; 볼린저 밴드 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is 볼린저 밴드 돌파 (CAGR 30.8%, MDD -37.6%).

Data 2012-04-11 ~ 2026-07-31daily bars 3,475 (14.3 years)Costs 0.5%Venue SSEMonthly snapshot 2026-07-31

Results by strategy

10 of 10 beat buy and hold (CAGR 19.0%, drawdown -83.8%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 30.8%, MDD -37.6%, Sharpe 0.99, 41% exposure.

CAGR reference leader: Donchian 채널 돌파 — CAGR 32.8%, MDD -40.2%, exposure 54%.

Return/drawdown alternative: 볼린저 밴드 돌파 — CAGR is 11.9%p higher than buy and hold, while drawdown improves by 46.1%p (CAGR 30.8%, MDD -37.6%, exposure 41%).

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
볼린저 밴드 돌파
n=59, k=1.2
30.8%-37.6%0.990.8246.8x5241%
Donchian 채널 돌파
entryN=26, exitN=29
32.8%-40.2%0.970.8257.8x4254%
EMA 크로스오버
fast=6, slow=44
31.4%-48.4%0.960.6549.9x9051%
Keltner 채널 돌파
emaPeriod=48, atrPeriod=24, mult=0.8
30.0%-45.7%0.940.6642.5x9646%
ADX / DI 방향성
period=34, threshold=11
29.0%-42.5%0.910.6838.2x10150%
MACD
fast=17, slow=50, signal=19
26.2%-63.6%0.860.4128.0x13752%
Supertrend
period=14, mult=3.2
25.3%-71.0%0.850.3625.2x7249%
ROC 모멘텀
n=47, threshold=0.08
24.4%-46.3%0.840.5322.7x11637%
SMA 크로스오버
fast=50, slow=152
26.5%-57.4%0.820.4628.9x2256%
Parabolic SAR
step=0.005, maxStep=0.12
20.2%-69.9%0.720.2913.9x11149%
Buy and hold19.0%-83.8%0.610.2312.0x1100%
1x 10x 2013 2015 2017 2019 2021 2023 2025 Donchian 채널 돌파볼린저 밴드 돌파Buy and hold
볼린저 밴드 돌파 (Sharpe leader), Donchian 채널 돌파 (CAGR reference), Buy and hold.
0% -21% -42% -63% -84% 2013 2015 2017 2019 2021 2023 2025 Buy and holdDonchian 채널 돌파볼린저 밴드 돌파
볼린저 밴드 돌파 maximum drawdown -37.6% (2015-05-27 → 2016-06-24), recovered after 799 days.

Rules of the top strategy

Breaking above the upper band (average plus a multiple of volatility) signals a strong move up.

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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