Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Tianshui Huatian Technology Co., Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of Tianshui Huatian Technology Co., Ltd. Class A. 3 beat buy-and-hold CAGR; ADX / DI 방향성 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is SMA 크로스오버 (CAGR 14.1%, MDD -61.6%).

Data 2007-11-20 ~ 2026-07-31daily bars 4,543 (18.7 years)Costs 0.5%Venue SZSEMonthly snapshot 2026-07-31

Results by strategy

3 of 10 beat buy and hold (CAGR 11.1%, drawdown -78.9%).

Sharpe leader (same as main): ADX / DI 방향성 — CAGR 14.1%, MDD -71.1%, Sharpe 0.56, 54% exposure.

CAGR reference leader: SMA 크로스오버 — CAGR 14.1%, MDD -61.6%, exposure 56%.

Return/drawdown alternative: SMA 크로스오버 — CAGR is 3.1%p higher than buy and hold, while drawdown improves by 7.8%p (CAGR 14.1%, MDD -61.6%, exposure 56%).

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
ADX / DI 방향성
period=50, threshold=8
14.1%-71.1%0.560.2011.9x12454%
SMA 크로스오버
fast=37, slow=159
14.1%-61.6%0.550.2311.9x3156%
Donchian 채널 돌파
entryN=41, exitN=76
12.8%-68.4%0.520.199.6x3163%
EMA 크로스오버
fast=39, slow=144
10.4%-74.7%0.460.146.4x3155%
ROC 모멘텀
n=109, threshold=-0.03
10.1%-74.3%0.450.146.0x17359%
Parabolic SAR
step=0.015, maxStep=0.18
9.6%-61.5%0.440.165.5x30449%
Keltner 채널 돌파
emaPeriod=43, atrPeriod=23, mult=0.8
9.2%-58.3%0.440.165.2x16844%
Supertrend
period=19, mult=2.3
9.1%-57.3%0.430.165.1x18248%
MACD
fast=13, slow=49, signal=14
7.8%-55.5%0.400.144.0x23049%
볼린저 밴드 돌파
n=37, k=1.7
7.2%-53.0%0.390.143.7x11034%
Buy and hold11.1%-78.9%0.470.147.1x1100%
1x 10x 2008 2011 2014 2017 2020 2023 2026 SMA 크로스오버ADX / DI 방향성Buy and hold
ADX / DI 방향성 (Sharpe leader), SMA 크로스오버 (CAGR reference), Buy and hold.
0% -20% -39% -59% -79% 2008 2011 2014 2017 2020 2023 2026 Buy and holdSMA 크로스오버ADX / DI 방향성
ADX / DI 방향성 maximum drawdown -71.1% (2020-07-14 → 2024-05-30), prior peak not yet recovered.

Rules of the top strategy

Looks at both the direction and the strength of the trend; holds only in a strong uptrend.

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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