SleepWell Trade

Trend-Following Backtester · Guide · backtest 한국어

crypto · GLOBAL

The Sandbox backtest

10 trend-following strategies were compared on the full daily history of The Sandbox. 10 beat buy-and-hold CAGR; Keltner 채널 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Donchian 채널 돌파 (CAGR 104.6%, MDD -60.1%).

Data 2020-08-14 ~ 2026-09-30daily bars 2,239 (6.1 years)Costs 0.5%Venue BinanceMonthly snapshot 2026-09-30

Results by strategy

10 of 10 beat buy and hold (CAGR -6.5%, drawdown -99.6%).

Sharpe leader (same as main): Keltner 채널 돌파 — CAGR 120.6%, MDD -70.7%, Sharpe 1.23, 20% exposure.

Return/drawdown alternative: Donchian 채널 돌파 — CAGR is 127.1%p higher than buy and hold, while drawdown improves by 28.9%p (CAGR 104.6%, MDD -60.1%, exposure 19%).

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=44, atrPeriod=20, mult=1.7
120.6%-70.7%1.231.71127.3x2920%
Donchian 채널 돌파
entryN=44, exitN=8
104.6%-60.1%1.221.7480.3x2419%
볼린저 밴드 돌파
n=43, k=2.5
100.9%-70.5%1.191.4371.8x2221%
ROC 모멘텀
n=35, threshold=0.03
110.7%-70.4%1.171.5796.2x10932%
Supertrend
period=28, mult=3.8
106.7%-77.2%1.151.3885.4x2327%
SMA 크로스오버
fast=66, slow=99
99.7%-70.2%1.111.4269.3x1834%
ADX / DI 방향성
period=26, threshold=11
93.5%-82.1%1.081.1457.0x7534%
MACD
fast=19, slow=68, signal=14
87.8%-85.2%1.051.0347.6x7952%
EMA 크로스오버
fast=20, slow=169
74.7%-70.2%1.021.0630.5x826%
Parabolic SAR
step=0.025, maxStep=0.34
44.4%-90.4%0.790.499.5x19844%
Buy and hold-6.5%-99.6%0.57-0.070.7x1100%
1x 10x 100x 2021 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% -25% -50% -75% -100% 2021 2022 2023 2024 2025 2026 Buy and holdKeltner 채널 돌파
Keltner 채널 돌파 maximum drawdown -70.7% (2024-12-04 → 2026-09-28), prior peak not yet recovered.

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 120 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

Read next