SleepWell Trade

Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Founder Technology Group Co. Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of Founder Technology Group Co. Ltd. Class A. 6 beat buy-and-hold CAGR; Keltner 채널 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Keltner 채널 돌파 (CAGR 18.2%, MDD -61.9%).

Data 1990-12-19 ~ 2026-07-31daily bars 8,922 (35.6 years)Costs 0.5%Venue SSEMonthly snapshot 2026-07-31

Results by strategy

6 of 10 beat buy and hold (CAGR 12.2%, drawdown -85.7%).

Sharpe leader (same as main): Keltner 채널 돌파 — CAGR 18.2%, MDD -61.9%, Sharpe 0.62, 27% exposure.

Return/drawdown alternative: Keltner 채널 돌파 — CAGR is 6.0%p higher than buy and hold, while drawdown improves by 23.8%p (CAGR 18.2%, MDD -61.9%, exposure 27%).

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=46, atrPeriod=24, mult=2.4
18.2%-61.9%0.620.29390.6x12627%
볼린저 밴드 돌파
n=54, k=1.7
16.2%-73.0%0.570.22208.1x14832%
ADX / DI 방향성
period=18, threshold=23
15.9%-79.5%0.570.20194.1x22230%
Supertrend
period=29, mult=5
13.5%-84.8%0.510.1692.1x10846%
Donchian 채널 돌파
entryN=61, exitN=29
12.5%-77.3%0.490.1665.7x8433%
MACD
fast=15, slow=58, signal=19
12.4%-73.8%0.490.1763.7x36050%
SMA 크로스오버
fast=15, slow=150
10.9%-76.9%0.450.1440.1x10047%
Parabolic SAR
step=0.01, maxStep=0.14
10.8%-88.1%0.450.1238.5x41248%
EMA 크로스오버
fast=40, slow=111
9.0%-75.7%0.410.1221.3x8247%
ROC 모멘텀
n=126, threshold=-0.03
8.6%-83.2%0.410.1019.0x28457%
Buy and hold12.2%-85.7%0.480.1460.7x1100%
1x 10x 100x 1991 1996 2001 2006 2011 2016 2021 2026 Keltner 채널 돌파Buy and hold
Keltner 채널 돌파: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -21% -43% -64% -86% 1991 1996 2001 2006 2011 2016 2021 2026 Buy and holdKeltner 채널 돌파
Keltner 채널 돌파 maximum drawdown -61.9% (2015-04-13 → 2025-06-20), recovered after 3,851 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 carried forward from the latest full optimization and replayed on this monthly dataset. 0.5% trading costs are included; taxes, slippage and rejected orders are not.
Re-optimize the same period and setupMore CN assetsAll asset reports

Read next