Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Wuhan Jingce Electronic Group Co., Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of Wuhan Jingce Electronic Group Co., Ltd. Class A. 0 beat buy-and-hold CAGR; MACD ranks first by Sharpe, matching the main backtester.

Data 2016-11-22 ~ 2026-07-31daily bars 2,352 (9.7 years)Costs 0.5%Venue SZSEMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 36.2%, drawdown -60.7%).

Sharpe leader (same as main): MACD — CAGR 22.9%, MDD -64.2%, Sharpe 0.72, 50% exposure.

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
MACD
fast=15, slow=26, signal=29
22.9%-64.2%0.720.367.4x9450%
Parabolic SAR
step=0.005, maxStep=0.18
22.3%-55.2%0.700.407.0x8445%
Supertrend
period=8, mult=4.1
22.6%-47.1%0.680.487.2x3459%
Donchian 채널 돌파
entryN=19, exitN=69
21.6%-65.0%0.650.336.6x1978%
ROC 모멘텀
n=129, threshold=-0.02
18.0%-51.7%0.600.355.0x7359%
SMA 크로스오버
fast=8, slow=150
17.7%-61.5%0.600.294.8x2956%
볼린저 밴드 돌파
n=35, k=2.9
13.8%-50.0%0.590.283.5x2820%
ADX / DI 방향성
period=21, threshold=22
14.7%-55.7%0.570.263.8x4228%
EMA 크로스오버
fast=16, slow=184
13.7%-64.7%0.520.213.5x2756%
Keltner 채널 돌파
emaPeriod=58, atrPeriod=20, mult=1.9
8.3%-53.8%0.400.152.2x5035%
Buy and hold36.2%-60.7%0.840.6019.9x1100%
1x 10x 2017 2019 2021 2023 2025 MACDBuy and hold
MACD: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -16% -32% -48% -64% 2017 2019 2021 2023 2025 Buy and holdMACD
MACD maximum drawdown -64.2% (2023-04-21 → 2025-06-20), recovered after 1,118 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 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

Read next