Trend-Following Backtester · Guide · backtest 한국어

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Zurich Insurance Group Ltd backtest

10 trend-following strategies were compared on the full daily history of Zurich Insurance Group Ltd. 5 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 0.6%, MDD -9.0%).

Data 1998-10-06 ~ 2026-07-31daily bars 7,069 (27.8 years)Costs 0.5%Venue SIXMonthly snapshot 2026-07-31

Results by strategy

5 of 10 beat buy and hold (CAGR -0.0%, drawdown -91.8%).

Sharpe leader (same as main): ADX / DI 방향성 — CAGR 0.6%, MDD -9.0%, Sharpe 0.28, 0% exposure.

CAGR reference leader: SMA 크로스오버 — CAGR 3.2%, MDD -39.3%, exposure 56%.

Return/drawdown alternative: ADX / DI 방향성 — CAGR is 0.6%p higher than buy and hold, while drawdown improves by 82.8%p (CAGR 0.6%, MDD -9.0%, exposure 0%).

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=25, threshold=42
0.6%-9.0%0.280.061.2x20%
SMA 크로스오버
fast=39, slow=195
3.2%-39.3%0.280.082.4x4156%
Donchian 채널 돌파
entryN=106, exitN=85
2.6%-38.7%0.250.072.1x2953%
EMA 크로스오버
fast=44, slow=97
1.4%-49.6%0.170.031.5x5557%
볼린저 밴드 돌파
n=55, k=3.5
0.4%-12.5%0.130.031.1x63%
ROC 모멘텀
n=124, threshold=-0.02
-0.1%-60.2%0.08-0.001.0x22163%
Parabolic SAR
step=0.005, maxStep=0.08
-0.4%-62.4%0.08-0.010.9x23754%
Supertrend
period=8, mult=4.1
-0.4%-61.6%0.06-0.010.9x14353%
MACD
fast=23, slow=24, signal=18
-2.2%-67.7%-0.01-0.030.5x35651%
Keltner 채널 돌파
emaPeriod=57, atrPeriod=9, mult=3.9
-1.4%-49.9%-0.10-0.030.7x8124%
Buy and hold-0.0%-91.8%0.16-0.001.0x1100%
1x 1999 2003 2007 2011 2015 2019 2023 SMA 크로스오버ADX / DI 방향성Buy and hold
ADX / DI 방향성 (Sharpe leader), SMA 크로스오버 (CAGR reference), Buy and hold.
0% -23% -46% -69% -92% 1999 2003 2007 2011 2015 2019 2023 Buy and holdSMA 크로스오버ADX / DI 방향성
ADX / DI 방향성 maximum drawdown -9.0% (1999-01-08 → 1999-01-13), 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

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