Trend-Following Backtester · Guide · backtest 한국어

equity · GB

FirstGroup plc backtest

10 trend-following strategies were compared on the full daily history of FirstGroup plc. 7 beat buy-and-hold CAGR; ADX / DI 방향성 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ADX / DI 방향성 (CAGR 1.6%, MDD -7.5%).

Data 1995-06-19 ~ 2026-07-31daily bars 7,950 (31.1 years)Costs 0.5%Venue LSEMonthly snapshot 2026-07-31

Results by strategy

7 of 10 beat buy and hold (CAGR 1.6%, drawdown -95.7%).

Sharpe leader (same as main): ADX / DI 방향성 — CAGR 1.6%, MDD -7.5%, Sharpe 0.46, 2% exposure.

CAGR reference leader: SMA 크로스오버 — CAGR 3.0%, MDD -90.5%, exposure 52%.

Return/drawdown alternative: ADX / DI 방향성 — CAGR is 0.0%p higher than buy and hold, while drawdown improves by 88.3%p (CAGR 1.6%, MDD -7.5%, exposure 2%).

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
ADX / DI 방향성
period=23, threshold=38
1.6%-7.5%0.460.221.7x122%
Keltner 채널 돌파
emaPeriod=11, atrPeriod=13, mult=3
2.0%-23.7%0.360.081.8x505%
SMA 크로스오버
fast=45, slow=119
3.0%-90.5%0.240.032.5x6752%
EMA 크로스오버
fast=46, slow=153
2.9%-81.6%0.240.042.4x5452%
Donchian 채널 돌파
entryN=22, exitN=74
2.5%-82.1%0.230.032.2x7573%
ROC 모멘텀
n=160, threshold=0
1.9%-72.4%0.190.031.8x21952%
Supertrend
period=15, mult=5
1.7%-83.3%0.190.021.7x10352%
볼린저 밴드 돌파
n=33, k=3.3
1.2%-27.1%0.180.041.4x429%
MACD
fast=11, slow=29, signal=6
-4.3%-91.5%-0.04-0.050.3x68950%
Parabolic SAR
step=0.015, maxStep=0.28
-5.1%-95.6%-0.07-0.050.2x57154%
Buy and hold1.6%-95.7%0.240.021.7x1100%
1x 1996 2000 2004 2008 2012 2016 2020 2024 SMA 크로스오버ADX / DI 방향성Buy and hold
ADX / DI 방향성 (Sharpe leader), SMA 크로스오버 (CAGR reference), Buy and hold.
0% -24% -48% -72% -96% 1996 2000 2004 2008 2012 2016 2020 2024 Buy and holdSMA 크로스오버ADX / DI 방향성
ADX / DI 방향성 maximum drawdown -7.5% (2017-05-26 → 2017-06-02), prior peak not yet recovered.

Rules of the top strategy

Looks at both the direction and the strength of the trend; holds only in a strong uptrend.

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

Read next