Trend-Following Backtester · Guide · backtest 한국어

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Bharat Electronics Limited backtest

10 trend-following strategies were compared on the full daily history of Bharat Electronics Limited. 1 beat buy-and-hold CAGR; SMA 크로스오버 ranks first by Sharpe, matching the main backtester.

Data 2002-07-01 ~ 2026-07-31daily bars 5,981 (24.1 years)Costs 0.5%Venue NSEMonthly snapshot 2026-07-31

Results by strategy

1 of 10 beat buy and hold (CAGR 24.1%, drawdown -97.8%).

Sharpe leader (same as main): SMA 크로스오버 — CAGR 5.6%, MDD -97.7%, Sharpe 0.61, 61% exposure.

CAGR reference leader: EMA 크로스오버 — CAGR 26.3%, MDD -97.2%, exposure 64%.

No strategy retained at least 75% of buy-and-hold CAGR while reducing drawdown by both 20% relatively and 5 percentage points absolutely.

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
SMA 크로스오버
fast=50, slow=67
5.6%-97.7%0.610.063.7x9661%
볼린저 밴드 돌파
n=64, k=0.5
4.1%-97.9%0.580.042.7x14654%
Donchian 채널 돌파
entryN=46, exitN=52
4.1%-98.0%0.570.042.6x4860%
Keltner 채널 돌파
emaPeriod=66, atrPeriod=20, mult=1.3
2.3%-97.9%0.530.021.7x12450%
Supertrend
period=7, mult=4.9
1.6%-97.9%0.500.021.4x6255%
ROC 모멘텀
n=102, threshold=0.06
1.0%-98.2%0.480.011.3x19053%
ADX / DI 방향성
period=30, threshold=20
6.9%-48.2%0.470.145.0x8422%
EMA 크로스오버
fast=57, slow=117
26.3%-97.2%0.240.27275.8x2664%
MACD
fast=17, slow=47, signal=15
10.9%-97.6%0.220.1112.1x28252%
Parabolic SAR
step=0.01, maxStep=0.34
8.6%-97.8%0.220.097.2x32252%
Buy and hold24.1%-97.8%0.240.25179.5x1100%
1x 10x 100x 2003 2006 2009 2012 2015 2018 2021 2024 EMA 크로스오버SMA 크로스오버Buy and hold
SMA 크로스오버 (Sharpe leader), EMA 크로스오버 (CAGR reference), Buy and hold.
0% -24% -49% -73% -98% 2003 2006 2009 2012 2015 2018 2021 2024 Buy and holdEMA 크로스오버SMA 크로스오버
SMA 크로스오버 maximum drawdown -97.7% (2005-05-25 → 2005-08-25), prior peak not yet recovered.

Rules of the top strategy

When the short average rises above the long average, it reads that as an uptrend starting.

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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