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Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Zhejiang CFMoto Power Co. Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of Zhejiang CFMoto Power Co. Ltd. Class A. 0 beat buy-and-hold CAGR; MACD ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is SMA 크로스오버 (CAGR 28.1%, MDD -39.6%).

Data 2017-08-18 ~ 2026-09-30daily bars 2,212 (9.1 years)Costs 0.5%Venue SSEMonthly snapshot 2026-09-30

Results by strategy

0 of 10 beat buy and hold (CAGR 34.1%, drawdown -70.0%).

Sharpe leader (same as main): MACD — CAGR 29.6%, MDD -51.6%, Sharpe 0.92, 52% exposure.

Return/drawdown alternative: SMA 크로스오버 — CAGR is 4.5%p lower than buy and hold, while drawdown improves by 18.4%p (CAGR 28.1%, MDD -39.6%, exposure 52%).

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=13, slow=50, signal=13
29.6%-51.6%0.920.5710.6x10452%
ROC 모멘텀
n=32, threshold=0.11
24.9%-37.5%0.910.667.6x10633%
볼린저 밴드 돌파
n=35, k=1.5
24.6%-41.9%0.880.597.4x5039%
SMA 크로스오버
fast=34, slow=58
28.1%-39.6%0.880.719.5x3752%
Donchian 채널 돌파
entryN=27, exitN=16
25.0%-50.2%0.880.507.7x4039%
Parabolic SAR
step=0.03, maxStep=0.08
28.2%-55.3%0.860.519.6x16653%
Keltner 채널 돌파
emaPeriod=37, atrPeriod=12, mult=3.1
19.5%-28.9%0.850.675.1x1819%
ADX / DI 방향성
period=14, threshold=30
16.8%-42.6%0.740.394.1x5224%
Supertrend
period=31, mult=3.9
20.7%-43.5%0.720.485.6x3553%
EMA 크로스오버
fast=23, slow=98
19.2%-44.0%0.670.445.0x2555%
Buy and hold34.1%-70.0%0.850.4914.6x1100%
1x 10x 2018 2020 2022 2024 2026 MACDBuy and hold
MACD: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -17% -35% -52% -70% 2018 2020 2022 2024 2026 Buy and holdMACD
MACD maximum drawdown -51.6% (2020-12-24 → 2021-08-18), recovered after 1,229 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 120 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 setupMore CN assetsAll asset reports

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