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HFT CSI Short Term Note 50 Exchange Traded Fund Units backtest

10 trend-following strategies were compared on the full daily history of HFT CSI Short Term Note 50 Exchange Traded Fund Units. 0 beat buy-and-hold CAGR; Donchian 채널 돌파 ranks first by Sharpe, matching the main backtester. Its 98% market exposure makes it hold-like.

Data 2020-08-03 ~ 2026-07-31daily bars 1,423 (6.0 years)Costs 0.5%Venue SSEMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 2.1%, drawdown -1.1%).

Sharpe leader (same as main): Donchian 채널 돌파 — CAGR 1.7%, MDD -2.1%, Sharpe 2.69, 98% exposure. With at least 95% exposure, it should be treated as hold-like, not strong evidence of timing skill.

CAGR reference leader: SMA 크로스오버 — CAGR 1.8%, MDD -1.1%, exposure 96%. It is hold-like at 95%+ exposure and is not used as the featured strategy.

No strategy retained at least 75% of buy-and-hold CAGR while reducing drawdown by both 20% relatively and 5 percentage points absolutely.

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
Donchian 채널 돌파
Hold-like · Exposure 98%
entryN=15, exitN=64
1.7%-2.1%2.690.811.1x398%
EMA 크로스오버
Hold-like · Exposure 96%
fast=7, slow=62
1.6%-2.1%2.650.791.1x396%
SMA 크로스오버
Hold-like · Exposure 96%
fast=32, slow=49
1.8%-1.1%2.521.701.1x396%
볼린저 밴드 돌파
n=53, k=1.4
1.4%-2.0%2.100.681.1x594%
Keltner 채널 돌파
emaPeriod=49, atrPeriod=19, mult=1.9
1.4%-2.0%2.080.681.1x594%
Parabolic SAR
Hold-like · Exposure 99%
step=0.015, maxStep=0.02
1.2%-2.0%1.560.601.1x999%
Supertrend
Hold-like · Exposure 97%
period=28, mult=4.5
1.3%-2.1%1.440.591.1x997%
ROC 모멘텀
Hold-like · Exposure 97%
n=26, threshold=0
1.1%-3.5%1.410.321.1x997%
ADX / DI 방향성
period=19, threshold=13
0.6%-2.1%0.740.261.0x1381%
MACD
fast=24, slow=58, signal=25
-1.5%-8.8%-1.41-0.170.9x3044%
Buy and hold2.1%-1.1%3.061.971.1x1100%
1x 2021 2022 2023 2024 2025 2026 SMA 크로스오버Donchian 채널 돌파Buy and hold
Donchian 채널 돌파 (Sharpe leader), SMA 크로스오버 (CAGR reference), Buy and hold.
0% -1% -3% -4% -5% 2021 2022 2023 2024 2025 2026 Buy and holdSMA 크로스오버Donchian 채널 돌파
Donchian 채널 돌파 maximum drawdown -2.1% (2023-09-05 → 2023-09-27), recovered after 331 days.

Rules of the top strategy

A new high means a trend starting; a new low means it’s over (turtle-trading style).

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 setupAll asset reports

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