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Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Ningbo Deye Technology Co., Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of Ningbo Deye Technology Co., Ltd. Class A. 1 beat buy-and-hold CAGR; ADX / DI 방향성 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ADX / DI 방향성 (CAGR 60.8%, MDD -32.1%).

Data 2021-04-20 ~ 2026-08-31daily bars 1,302 (5.4 years)Costs 0.5%Venue SSEMonthly snapshot 2026-08-31

Results by strategy

1 of 10 beat buy and hold (CAGR 61.0%, drawdown -77.9%).

Sharpe leader (same as main): ADX / DI 방향성 — CAGR 60.8%, MDD -32.1%, Sharpe 1.29, 51% exposure.

CAGR reference leader: Supertrend — CAGR 63.8%, MDD -38.5%, exposure 55%.

Return/drawdown alternative: ADX / DI 방향성 — CAGR is 0.2%p lower than buy and hold, while drawdown improves by 45.8%p (CAGR 60.8%, MDD -32.1%, exposure 51%).

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=26, threshold=13
60.8%-32.1%1.291.8912.8x2951%
Supertrend
period=12, mult=3.1
63.8%-38.5%1.291.6614.1x2355%
Keltner 채널 돌파
emaPeriod=55, atrPeriod=27, mult=2.7
40.8%-37.7%1.071.086.3x1637%
ROC 모멘텀
n=54, threshold=0.13
41.2%-34.6%1.071.196.4x5638%
EMA 크로스오버
fast=29, slow=33
46.1%-55.2%1.050.847.6x1856%
SMA 크로스오버
fast=26, slow=38
42.8%-53.0%1.030.816.8x3754%
Donchian 채널 돌파
entryN=23, exitN=53
46.5%-55.0%1.020.857.7x1566%
볼린저 밴드 돌파
n=49, k=1.2
32.3%-49.5%0.890.654.5x3042%
Parabolic SAR
step=0.035, maxStep=0.16
19.4%-61.6%0.630.312.6x15450%
MACD
fast=18, slow=37, signal=14
-0.4%-73.7%0.20-0.011.0x7550%
Buy and hold61.0%-77.9%1.110.7812.9x1100%
1x 10x 2022 2023 2024 2025 2026 SupertrendADX / DI 방향성Buy and hold
ADX / DI 방향성 (Sharpe leader), Supertrend (CAGR reference), Buy and hold.
0% -19% -39% -58% -78% 2022 2023 2024 2025 2026 Buy and holdSupertrendADX / DI 방향성
ADX / DI 방향성 maximum drawdown -32.1% (2026-05-27 → 2026-08-31), 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 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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