Trend-Following Backtester · Guide · backtest 한국어

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CG Power & Industrial Solutions Ltd backtest

10 trend-following strategies were compared on the full daily history of CG Power & Industrial Solutions Ltd. 3 beat buy-and-hold CAGR; EMA 크로스오버 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is EMA 크로스오버 (CAGR 46.2%, MDD -48.7%).

Data 2002-07-01 ~ 2026-07-31daily bars 5,984 (24.1 years)Costs 0.5%Venue NSEMonthly snapshot 2026-07-31

Results by strategy

3 of 10 beat buy and hold (CAGR 41.0%, drawdown -95.9%).

Sharpe leader (same as main): EMA 크로스오버 — CAGR 46.2%, MDD -48.7%, Sharpe 1.25, 63% exposure.

Return/drawdown alternative: EMA 크로스오버 — CAGR is 5.2%p higher than buy and hold, while drawdown improves by 47.1%p (CAGR 46.2%, MDD -48.7%, exposure 63%).

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
EMA 크로스오버
fast=52, slow=79
46.2%-48.7%1.250.959422.7x2963%
SMA 크로스오버
fast=30, slow=161
45.3%-51.5%1.230.888116.5x3363%
ROC 모멘텀
n=96, threshold=0.09
39.9%-60.5%1.190.663242.0x16553%
Donchian 채널 돌파
entryN=81, exitN=72
43.6%-63.3%1.190.696059.2x2364%
Keltner 채널 돌파
emaPeriod=68, atrPeriod=31, mult=1.8
36.2%-49.2%1.120.741694.7x9052%
Supertrend
period=19, mult=4.5
35.0%-71.0%1.030.491387.9x6461%
볼린저 밴드 돌파
n=56, k=1.9
29.5%-46.0%1.020.64502.5x9447%
ADX / DI 방향성
period=34, threshold=18
24.8%-33.8%0.960.73207.9x9633%
Parabolic SAR
step=0.005, maxStep=0.06
33.6%-64.2%0.490.521068.1x19058%
MACD
fast=31, slow=45, signal=27
26.7%-84.9%0.430.31299.0x17853%
Buy and hold41.0%-95.9%0.570.433934.3x1100%
1x 10x 100x 1,000x 10,000x 2003 2006 2009 2012 2015 2018 2021 2024 EMA 크로스오버Buy and hold
EMA 크로스오버: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -24% -48% -72% -96% 2003 2006 2009 2012 2015 2018 2021 2024 Buy and holdEMA 크로스오버
EMA 크로스오버 maximum drawdown -48.7% (2014-09-08 → 2016-05-27), recovered after 2,173 days.

Rules of the top strategy

Uses two exponential averages (more weight on recent prices) and trades their crossover.

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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