SleepWell Trade

Trend-Following Backtester · Guide · backtest 한국어

equity · KW

Kuwait Telecommunications Co. backtest

10 trend-following strategies were compared on the full daily history of Kuwait Telecommunications Co.. 4 beat buy-and-hold CAGR; ADX / DI 방향성 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Keltner 채널 돌파 (CAGR 5.2%, MDD -21.7%).

Data 2018-01-16 ~ 2026-08-31daily bars 2,137 (8.6 years)Costs 0.5%Venue KSEMonthly snapshot 2026-08-31

Results by strategy

4 of 10 beat buy and hold (CAGR 5.3%, drawdown -53.5%).

Sharpe leader (same as main): ADX / DI 방향성 — CAGR 7.4%, MDD -35.2%, Sharpe 0.55, 9% exposure.

CAGR reference leader: Supertrend — CAGR 8.3%, MDD -39.4%, exposure 55%.

Return/drawdown alternative: Keltner 채널 돌파 — CAGR is 2.2%p higher than buy and hold, while drawdown improves by 18.3%p (CAGR 5.2%, MDD -21.7%, exposure 6%).

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=37
7.4%-35.2%0.550.211.9x69%
Keltner 채널 돌파
emaPeriod=19, atrPeriod=16, mult=3.8
5.2%-21.7%0.480.241.5x86%
Supertrend
period=16, mult=4.3
8.3%-39.4%0.480.212.0x2855%
SMA 크로스오버
fast=76, slow=142
7.2%-54.3%0.450.131.8x1453%
Parabolic SAR
step=0.01, maxStep=0.2
6.1%-37.2%0.380.161.7x9447%
Donchian 채널 돌파
entryN=93, exitN=8
4.9%-30.1%0.380.161.5x3017%
ROC 모멘텀
n=8, threshold=0.11
2.3%-17.5%0.270.131.2x82%
볼린저 밴드 돌파
n=59, k=2.2
3.1%-42.9%0.260.071.3x2823%
EMA 크로스오버
fast=20, slow=70
2.2%-54.9%0.210.041.2x3048%
MACD
fast=17, slow=54, signal=14
1.9%-43.3%0.190.041.2x9149%
Buy and hold5.3%-53.5%0.330.101.6x1100%
1x 2019 2020 2021 2022 2023 2024 2025 2026 SupertrendADX / DI 방향성Buy and hold
ADX / DI 방향성 (Sharpe leader), Supertrend (CAGR reference), Buy and hold.
0% -13% -27% -40% -54% 2019 2020 2021 2022 2023 2024 2025 2026 Buy and holdSupertrendADX / DI 방향성
ADX / DI 방향성 maximum drawdown -35.2% (2022-04-10 → 2022-05-16), 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 setupMore KW assetsAll asset reports

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