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Trend-Following Backtester · Guide · backtest 한국어

equity · IN

Punjab National Bank backtest

10 trend-following strategies were compared on the full daily history of Punjab National Bank. 0 beat buy-and-hold CAGR; Supertrend ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is MACD (CAGR 10.5%, MDD -60.9%).

Data 2002-07-01 ~ 2026-08-31daily bars 6,004 (24.2 years)Costs 0.5%Venue NSEMonthly snapshot 2026-08-31

Results by strategy

0 of 10 beat buy and hold (CAGR 10.8%, drawdown -90.4%).

Sharpe leader (same as main): Supertrend — CAGR 10.5%, MDD -73.5%, Sharpe 0.49, 49% exposure.

CAGR reference leader: MACD — CAGR 10.5%, MDD -60.9%, exposure 50%.

Return/drawdown alternative: MACD — CAGR is 0.3%p lower than buy and hold, while drawdown improves by 16.9%p (CAGR 10.5%, MDD -60.9%, exposure 50%).

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
Supertrend
period=29, mult=3.5
10.5%-73.5%0.490.1411.1x11749%
MACD
fast=16, slow=34, signal=13
10.5%-60.9%0.470.1711.1x30650%
EMA 크로스오버
fast=14, slow=90
10.3%-66.5%0.470.1510.6x8553%
볼린저 밴드 돌파
n=25, k=2.4
7.9%-60.3%0.450.136.2x12625%
ADX / DI 방향성
period=20, threshold=19
8.6%-59.7%0.450.147.4x19328%
Donchian 채널 돌파
entryN=65, exitN=64
9.0%-71.7%0.430.138.0x4352%
SMA 크로스오버
fast=54, slow=177
8.6%-67.9%0.430.137.4x3454%
Keltner 채널 돌파
emaPeriod=48, atrPeriod=24, mult=3.8
6.9%-56.9%0.430.125.0x5721%
ROC 모멘텀
n=88, threshold=0.12
6.2%-73.5%0.360.084.3x20634%
Parabolic SAR
step=0.005, maxStep=0.36
5.3%-71.8%0.320.073.5x20349%
Buy and hold10.8%-90.4%0.450.1211.9x1100%
1x 10x 2003 2006 2009 2012 2015 2018 2021 2024 MACDSupertrendBuy and hold
Supertrend (Sharpe leader), MACD (CAGR reference), Buy and hold.
0% -23% -45% -68% -90% 2003 2006 2009 2012 2015 2018 2021 2024 Buy and holdMACDSupertrend
Supertrend maximum drawdown -73.5% (2017-05-04 → 2022-07-29), prior peak not yet recovered.

Rules of the top strategy

Trades the direction of a volatility-based trend line that trails below/above price.

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 IN assetsAll asset reports

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