SleepWell Trade

Trend-Following Backtester · Guide · backtest 한국어

etf · HK

ChinaAMC NASDAQ-100 Index Daily (-2x) Inverse Product ETF backtest

10 trend-following strategies were compared on the full daily history of ChinaAMC NASDAQ-100 Index Daily (-2x) Inverse Product ETF. 2 beat buy-and-hold CAGR; Supertrend ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Supertrend (CAGR 17.9%, MDD -71.4%).

Data 2019-09-05 ~ 2026-09-30daily bars 1,738 (7.1 years)Costs 0.5%Venue HKEXMonthly snapshot 2026-09-30

Results by strategy

2 of 10 beat buy and hold (CAGR 12.2%, drawdown -96.1%).

Sharpe leader (same as main): Supertrend — CAGR 17.9%, MDD -71.4%, Sharpe 0.35, 35% exposure.

Return/drawdown alternative: Supertrend — CAGR is 5.8%p higher than buy and hold, while drawdown improves by 24.7%p (CAGR 17.9%, MDD -71.4%, exposure 35%).

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
Supertrend
period=11, mult=3.9
17.9%-71.4%0.350.253.2x5435%
ADX / DI 방향성
period=16, threshold=15
15.4%-73.2%0.340.212.7x10030%
MACD
fast=22, slow=52, signal=15
4.0%-87.6%0.310.051.3x6451%
Donchian 채널 돌파
entryN=18, exitN=70
-0.8%-89.3%0.30-0.010.9x3649%
ROC 모멘텀
n=18, threshold=-0.04
-1.8%-89.5%0.30-0.020.9x17848%
SMA 크로스오버
fast=74, slow=221
-1.3%-47.1%0.08-0.030.9x422%
볼린저 밴드 돌파
n=57, k=3.4
-1.0%-32.5%0.05-0.030.9x67%
EMA 크로스오버
fast=5, slow=113
-6.6%-56.5%-0.02-0.120.6x2022%
Keltner 채널 돌파
emaPeriod=58, atrPeriod=22, mult=2
-8.1%-56.2%-0.09-0.140.5x3021%
Parabolic SAR
step=0.025, maxStep=0.08
-13.9%-75.6%-0.24-0.180.3x10234%
Buy and hold12.2%-96.1%0.440.132.3x1100%
1x 2020 2021 2022 2023 2024 2025 2026 SupertrendBuy and hold
Supertrend: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -24% -48% -72% -96% 2020 2021 2022 2023 2024 2025 2026 Buy and holdSupertrend
Supertrend maximum drawdown -71.4% (2020-03-23 → 2025-02-27), recovered after 2,044 days.

Rules of the top strategy

Trades the direction of a volatility-based trend line that trails below/above price.

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 HK assetsAll asset reports

Read next