Trend-Following Backtester · Guide · backtest 한국어

equity · CN

POCO Holding Co., Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of POCO Holding Co., Ltd. Class A. 0 beat buy-and-hold CAGR; MACD ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is MACD (CAGR 34.4%, MDD -32.2%).

Data 2019-12-30 ~ 2026-07-31daily bars 1,596 (6.6 years)Costs 0.5%Venue SZSEMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 41.3%, drawdown -55.0%).

Sharpe leader (same as main): MACD — CAGR 34.4%, MDD -32.2%, Sharpe 0.93, 52% exposure.

CAGR reference leader: Supertrend — CAGR 39.3%, MDD -48.0%, exposure 71%.

Return/drawdown alternative: MACD — CAGR is 6.9%p lower than buy and hold, while drawdown improves by 22.8%p (CAGR 34.4%, MDD -32.2%, 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=22, slow=37, signal=25
34.4%-32.2%0.931.077.0x5252%
Supertrend
period=2, mult=4.5
39.3%-48.0%0.920.828.9x2071%
EMA 크로스오버
fast=8, slow=38
29.1%-45.5%0.800.645.4x4854%
SMA 크로스오버
fast=25, slow=27
25.5%-51.0%0.750.504.5x13854%
Keltner 채널 돌파
emaPeriod=32, atrPeriod=21, mult=3.3
15.8%-29.8%0.640.532.6x1417%
Donchian 채널 돌파
entryN=16, exitN=33
19.9%-50.2%0.630.403.3x2864%
ADX / DI 방향성
period=36, threshold=27
12.9%-30.2%0.610.432.2x413%
볼린저 밴드 돌파
n=28, k=3.5
8.8%-20.3%0.520.431.7x67%
ROC 모멘텀
n=26, threshold=0.09
10.0%-64.5%0.450.161.9x13232%
Parabolic SAR
step=0.025, maxStep=0.2
3.8%-68.2%0.300.061.3x15853%
Buy and hold41.3%-55.0%0.900.759.7x1100%
1x 10x 2020 2021 2022 2023 2024 2025 2026 SupertrendMACDBuy and hold
MACD (Sharpe leader), Supertrend (CAGR reference), Buy and hold.
0% -14% -28% -41% -55% 2020 2021 2022 2023 2024 2025 2026 Buy and holdSupertrendMACD
MACD maximum drawdown -32.2% (2021-11-29 → 2022-04-13), recovered after 232 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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