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Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Avary Holding (Shenzhen) Co., Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of Avary Holding (Shenzhen) Co., Ltd. Class A. 3 beat buy-and-hold CAGR; Donchian 채널 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Keltner 채널 돌파 (CAGR 16.5%, MDD -25.9%).

Data 2018-09-27 ~ 2026-08-31daily bars 1,919 (7.9 years)Costs 0.5%Venue SZSEMonthly snapshot 2026-08-31

Results by strategy

3 of 10 beat buy and hold (CAGR 20.3%, drawdown -71.3%).

Sharpe leader (same as main): Donchian 채널 돌파 — CAGR 25.6%, MDD -50.2%, Sharpe 0.75, 77% exposure.

Return/drawdown alternative: Keltner 채널 돌파 — CAGR is 5.3%p higher than buy and hold, while drawdown improves by 21.1%p (CAGR 16.5%, MDD -25.9%, exposure 18%).

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
Donchian 채널 돌파
entryN=16, exitN=63
25.6%-50.2%0.750.516.1x2177%
SMA 크로스오버
fast=22, slow=33
22.4%-57.7%0.740.395.0x6051%
MACD
fast=17, slow=39, signal=19
21.2%-48.4%0.730.444.6x7452%
Keltner 채널 돌파
emaPeriod=56, atrPeriod=10, mult=3.8
16.5%-25.9%0.730.643.4x1018%
Supertrend
period=15, mult=2.6
17.5%-50.1%0.630.353.6x5657%
ROC 모멘텀
n=149, threshold=0.13
16.5%-45.3%0.610.363.3x3340%
볼린저 밴드 돌파
n=27, k=1.3
14.4%-54.7%0.580.262.9x7441%
ADX / DI 방향성
period=18, threshold=26
11.5%-25.5%0.560.452.4x2218%
EMA 크로스오버
fast=12, slow=174
14.9%-56.7%0.560.263.0x1351%
Parabolic SAR
step=0.005, maxStep=0.36
2.4%-72.3%0.250.031.2x7154%
Buy and hold20.3%-71.3%0.630.284.3x1100%
1x 2019 2020 2021 2022 2023 2024 2025 2026 Donchian 채널 돌파Buy and hold
Donchian 채널 돌파: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -18% -36% -53% -71% 2019 2020 2021 2022 2023 2024 2025 2026 Buy and holdDonchian 채널 돌파
Donchian 채널 돌파 maximum drawdown -50.2% (2021-12-24 → 2024-02-26), recovered after 915 days.

Rules of the top strategy

A new high means a trend starting; a new low means it’s over (turtle-trading style).

Method and caveats

Past performance does not guarantee future returns. Parameters were carried forward from the latest full optimization and replayed on this monthly dataset. 0.5% trading costs are included; taxes, slippage and rejected orders are not.
Re-optimize the same period and setupMore CN assetsAll asset reports

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