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Trend-Following Backtester · Guide · backtest 한국어

equity · CN

NAURA Technology Group Co Ltd Class A backtest

10 trend-following strategies were compared on the full daily history of NAURA Technology Group 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 22.5%, MDD -51.4%).

Data 2010-03-16 ~ 2026-07-31daily bars 3,978 (16.4 years)Costs 0.5%Venue SZSEMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 30.0%, drawdown -71.6%).

Sharpe leader (same as main): MACD — CAGR 22.5%, MDD -51.4%, Sharpe 0.76, 51% exposure.

CAGR reference leader: Supertrend — CAGR 22.9%, MDD -56.7%, exposure 67%.

Return/drawdown alternative: MACD — CAGR is 7.5%p lower than buy and hold, while drawdown improves by 20.2%p (CAGR 22.5%, MDD -51.4%, 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
MACD
fast=15, slow=56, signal=19
22.5%-51.4%0.760.4427.7x16251%
Supertrend
period=6, mult=4.7
22.9%-56.7%0.710.4029.1x4667%
Donchian 채널 돌파
entryN=17, exitN=43
20.9%-58.2%0.660.3622.3x5180%
SMA 크로스오버
fast=32, slow=47
18.2%-62.6%0.630.2915.5x10557%
ADX / DI 방향성
period=34, threshold=9
17.6%-62.8%0.620.2814.3x15557%
EMA 크로스오버
fast=17, slow=29
17.1%-54.9%0.610.3113.3x10157%
ROC 모멘텀
n=49, threshold=0.03
16.6%-50.0%0.600.3312.3x21851%
Keltner 채널 돌파
emaPeriod=24, atrPeriod=24, mult=1.3
14.8%-62.7%0.600.249.5x15835%
볼린저 밴드 돌파
n=27, k=0.5
14.0%-64.2%0.550.228.6x23648%
Parabolic SAR
step=0.005, maxStep=0.28
13.6%-54.3%0.540.258.0x13652%
Buy and hold30.0%-71.6%0.790.4273.2x1100%
1x 10x 2011 2013 2015 2017 2019 2021 2023 2025 SupertrendMACDBuy and hold
MACD (Sharpe leader), Supertrend (CAGR reference), Buy and hold.
0% -18% -36% -54% -72% 2011 2013 2015 2017 2019 2021 2023 2025 Buy and holdSupertrendMACD
MACD maximum drawdown -51.4% (2021-07-30 → 2023-12-26), recovered after 1,517 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 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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