Trend-Following Backtester · Guide · backtest 한국어

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Adani Energy Solutions Ltd backtest

10 trend-following strategies were compared on the full daily history of Adani Energy Solutions Ltd. 2 beat buy-and-hold CAGR; SMA 크로스오버 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Supertrend (CAGR 48.6%, MDD -44.9%).

Data 2015-07-31 ~ 2026-07-31daily bars 2,718 (11.0 years)Costs 0.5%Venue NSEMonthly snapshot 2026-07-31

Results by strategy

2 of 10 beat buy and hold (CAGR 44.9%, drawdown -85.4%).

Sharpe leader (same as main): SMA 크로스오버 — CAGR 51.7%, MDD -54.1%, Sharpe 1.27, 68% exposure.

Return/drawdown alternative: Supertrend — CAGR is 6.8%p higher than buy and hold, while drawdown improves by 31.3%p (CAGR 48.6%, MDD -44.9%, exposure 67%).

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=58, slow=179
51.7%-54.1%1.270.9697.9x968%
Supertrend
period=6, mult=3.7
48.6%-44.9%1.211.0878.3x4167%
EMA 크로스오버
fast=46, slow=221
44.4%-55.5%1.160.8057.0x961%
Donchian 채널 돌파
entryN=95, exitN=69
42.1%-56.6%1.120.7447.7x1367%
ROC 모멘텀
n=94, threshold=-0.04
43.7%-55.8%1.090.7854.2x9571%
ADX / DI 방향성
period=29, threshold=13
36.1%-46.3%1.040.7829.7x8355%
볼린저 밴드 돌파
n=34, k=1.4
32.7%-58.4%1.020.5622.5x8546%
Keltner 채널 돌파
emaPeriod=30, atrPeriod=11, mult=1.1
31.3%-52.0%0.980.6020.1x10347%
MACD
fast=12, slow=60, signal=3
32.8%-62.5%0.980.5322.7x26248%
Parabolic SAR
step=0.02, maxStep=0.3
32.5%-72.1%0.940.4522.1x20455%
Buy and hold44.9%-85.4%0.990.5359.3x1100%
1x 10x 100x 2016 2018 2020 2022 2024 2026 SMA 크로스오버Buy and hold
SMA 크로스오버: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -21% -43% -64% -85% 2016 2018 2020 2022 2024 2026 Buy and holdSMA 크로스오버
SMA 크로스오버 maximum drawdown -54.1% (2020-01-02 → 2020-03-12), recovered after 396 days.

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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