SleepWell Trade

Trend-Following Backtester · Guide · backtest 한국어

equity · JP

Towa Corporation backtest

10 trend-following strategies were compared on the full daily history of Towa Corporation. 10 beat buy-and-hold CAGR; 볼린저 밴드 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Keltner 채널 돌파 (CAGR 11.8%, MDD -45.0%).

Data 2001-01-04 ~ 2026-08-31daily bars 6,390 (25.7 years)Costs 0.5%Venue TSEMonthly snapshot 2026-08-31

Results by strategy

10 of 10 beat buy and hold (CAGR 4.8%, drawdown -96.3%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 13.2%, MDD -53.5%, Sharpe 0.55, 30% exposure.

CAGR reference leader: EMA 크로스오버 — CAGR 14.0%, MDD -63.0%, exposure 53%.

Return/drawdown alternative: Keltner 채널 돌파 — CAGR is 8.5%p higher than buy and hold, while drawdown improves by 42.8%p (CAGR 11.8%, MDD -45.0%, exposure 24%).

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
볼린저 밴드 돌파
n=39, k=1.9
13.2%-53.5%0.550.2524.2x13030%
Keltner 채널 돌파
emaPeriod=14, atrPeriod=18, mult=1.8
11.8%-45.0%0.530.2617.6x23024%
EMA 크로스오버
fast=35, slow=92
14.0%-63.0%0.530.2228.7x5053%
SMA 크로스오버
fast=30, slow=126
13.6%-63.7%0.520.2126.1x5053%
Donchian 채널 돌파
entryN=79, exitN=70
13.0%-64.3%0.510.2022.8x3653%
Supertrend
period=24, mult=5
11.9%-62.8%0.490.1918.1x10646%
MACD
fast=7, slow=45, signal=8
11.8%-70.3%0.480.1717.4x52552%
ROC 모멘텀
n=59, threshold=0.06
10.3%-79.3%0.450.1312.2x30042%
ADX / DI 방향성
period=32, threshold=21
7.8%-50.0%0.430.166.8x4816%
Parabolic SAR
step=0.025, maxStep=0.22
8.7%-74.7%0.410.128.5x55449%
Buy and hold4.8%-96.3%0.360.053.3x1100%
0.1 1x 10x 2002 2006 2010 2014 2018 2022 2026 EMA 크로스오버볼린저 밴드 돌파Buy and hold
볼린저 밴드 돌파 (Sharpe leader), EMA 크로스오버 (CAGR reference), Buy and hold.
0% -24% -48% -72% -96% 2002 2006 2010 2014 2018 2022 2026 Buy and holdEMA 크로스오버볼린저 밴드 돌파
볼린저 밴드 돌파 maximum drawdown -53.5% (2009-07-03 → 2015-05-14), recovered after 3,050 days.

Rules of the top strategy

Breaking above the upper band (average plus a multiple of volatility) signals a strong move up.

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 JP assetsAll asset reports

Read next