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Trend-Following Backtester · Guide · backtest 한국어

crypto · GLOBAL

HBAR backtest

10 trend-following strategies were compared on the full daily history of HBAR. 10 beat buy-and-hold CAGR; Keltner 채널 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ADX / DI 방향성 (CAGR 35.7%, MDD -44.0%).

Data 2021-12-29 ~ 2026-08-31daily bars 1,707 (4.7 years)Costs 0.5%Venue BybitMonthly snapshot 2026-08-31

Results by strategy

10 of 10 beat buy and hold (CAGR -25.1%, drawdown -88.8%).

Sharpe leader (same as main): Keltner 채널 돌파 — CAGR 44.0%, MDD -46.5%, Sharpe 0.90, 10% exposure.

Return/drawdown alternative: ADX / DI 방향성 — CAGR is 69.1%p higher than buy and hold, while drawdown improves by 42.3%p (CAGR 35.7%, MDD -44.0%, exposure 15%).

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
Keltner 채널 돌파
emaPeriod=17, atrPeriod=12, mult=2.5
44.0%-46.5%0.900.955.5x1610%
볼린저 밴드 돌파
n=31, k=1.7
40.9%-55.8%0.820.735.0x3524%
ADX / DI 방향성
period=10, threshold=36
35.7%-44.0%0.780.814.2x4115%
ROC 모멘텀
n=74, threshold=0.02
37.1%-46.0%0.740.814.4x4628%
Supertrend
period=37, mult=3.9
30.1%-50.6%0.700.593.4x1922%
Donchian 채널 돌파
entryN=43, exitN=14
28.6%-61.1%0.680.473.2x1922%
SMA 크로스오버
fast=11, slow=106
27.9%-54.4%0.670.513.2x1731%
EMA 크로스오버
fast=10, slow=45
18.7%-58.9%0.560.322.2x3930%
Parabolic SAR
step=0.02, maxStep=0.2
12.4%-67.3%0.490.181.7x13443%
MACD
fast=15, slow=55, signal=12
7.0%-74.1%0.430.091.4x7552%
Buy and hold-25.1%-88.8%0.16-0.280.3x1100%
1x 2022 2023 2024 2025 2026 Keltner 채널 돌파Buy and hold
Keltner 채널 돌파: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -22% -44% -67% -89% 2022 2023 2024 2025 2026 Buy and holdKeltner 채널 돌파
Keltner 채널 돌파 maximum drawdown -46.5% (2024-03-07 → 2024-11-13), recovered after 256 days.

Rules of the top strategy

Breaking above the channel top (average plus a multiple of volatility) signals an upside breakout.

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 GLOBAL assetsAll asset reports

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