Trend-Following Backtester · Guide · backtest 한국어

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Ingenic Semiconductor Co., Ltd Class A backtest

10 trend-following strategies were compared on the full daily history of Ingenic Semiconductor Co., Ltd Class A. 9 beat buy-and-hold CAGR; MACD ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Keltner 채널 돌파 (CAGR 20.4%, MDD -42.1%).

Data 2011-05-31 ~ 2026-07-31daily bars 3,682 (15.2 years)Costs 0.5%Venue SZSEMonthly snapshot 2026-07-31

Results by strategy

9 of 10 beat buy and hold (CAGR 14.3%, drawdown -77.5%).

Sharpe leader (same as main): MACD — CAGR 27.2%, MDD -71.7%, Sharpe 0.78, 48% exposure.

Return/drawdown alternative: Keltner 채널 돌파 — CAGR is 12.8%p higher than buy and hold, while drawdown improves by 5.9%p (CAGR 20.4%, MDD -42.1%, exposure 31%).

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=30, slow=56, signal=17
27.2%-71.7%0.780.3838.4x11648%
Keltner 채널 돌파
emaPeriod=50, atrPeriod=8, mult=2.4
20.4%-42.1%0.690.4916.8x5231%
Supertrend
period=14, mult=3
22.3%-64.9%0.680.3421.1x9253%
Donchian 채널 돌파
entryN=74, exitN=74
19.7%-75.2%0.630.2615.3x1555%
볼린저 밴드 돌파
n=39, k=1.5
17.2%-60.2%0.600.2911.1x8840%
ADX / DI 방향성
period=13, threshold=22
16.7%-47.3%0.590.3510.4x14841%
SMA 크로스오버
fast=14, slow=34
17.4%-77.5%0.590.2211.4x10449%
Parabolic SAR
step=0.02, maxStep=0.24
16.6%-64.8%0.580.2610.3x27651%
EMA 크로스오버
fast=21, slow=151
14.9%-71.6%0.540.218.2x2550%
ROC 모멘텀
n=95, threshold=0
13.0%-84.2%0.500.156.3x11551%
Buy and hold14.3%-77.5%0.530.197.6x1100%
1x 10x 2012 2014 2016 2018 2020 2022 2024 2026 MACDBuy and hold
MACD: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -19% -39% -58% -78% 2012 2014 2016 2018 2020 2022 2024 2026 Buy and holdMACD
MACD maximum drawdown -71.7% (2021-07-29 → 2024-08-06), recovered after 1,789 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

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