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[Freqtrade] Keltner Volatility Breakout Strategy

Konsep strategi dan hasil backtest Freqtrade lengkap memakai parameter awal strategy/settings pada timerange 20240701-20250701.

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Total Return

+192.98%

Backtest outcome

CAGR

+192.98%

Annualized growth

Sharpe

+2.28

Risk-adjusted return

Max Drawdown

-13.92%

Worst decline

[Freqtrade] Keltner Volatility Breakout Strategy
Universe
DOGE/USDT:USDT, FIL/USDT:USDT, LINK/USDT:USDT
Platform
Freqtrade / Python

Konsep Strategi

Keltner Volatility Breakout Strategy adalah strategi futures berbasis indikator teknikal yang membaca struktur tren, momentum, volatilitas, dan kualitas breakout sesuai kombinasi indikator pada namanya. Ide utamanya adalah hanya membuka posisi ketika sinyal arah dan filter risiko saling mendukung, lalu membiarkan Freqtrade mengelola exit melalui ROI, stoploss, trailing, dan aturan exit strategy. Strategi ini dievaluasi pada timeframe 1h dan universe DOGE/USDT:USDT, FIL/USDT:USDT, LINK/USDT:USDT.

Strategi ini dibacktest langsung dari class awal KeltnerAdxChop_PairOptimized. Parameter entry, exit, leverage, dan filter pair diambil dari strategy dan KeltnerAdxChop_PairOptimized_Settings.json; tidak ada parameter optimasi tambahan yang dimuat untuk run ini.

Universe Dan Setup

ItemValue
Strategy testedKeltnerAdxChop_PairOptimized
Base strategyKeltnerAdxChop_PairOptimized
Timerange20240701-20250701
Backtesting from2024-07-01 00:00:00
Backtesting to2025-07-01 00:00:00
Timeframe1h
Detail timeframe5m
Trading modefutures / isolated
Max open trades3 active, setting 3
Stake amountunlimited
Stake currencyUSDT
PairlistDOGE/USDT:USDT, FIL/USDT:USDT, LINK/USDT:USDT

Ringkasan Backtest

MetricValue
Starting balance1000.000 USDT
Final balance2929.841 USDT
Absolute profit1929.841 USDT
Total return+192.98%
CAGR+192.98%
Market change-7.55%
Total trades187
Trades per day0.51
Total volume237957.673 USDT
Average stake634.138 USDT
Backtest days365

Performa Trade

MetricValue
Long / short trades91 / 96
Long / short profit+128.76% / +64.23%
Wins / draws / losses98 / 0 / 89
Win rate52.41%
Avg profit per trade+1.86%
Median profit per trade+4.41%
Profit factor1.716
Expectancy10.320 (0.341)
Sharpe2.281
Sortino5.113
Calmar72.565
SQN3.179

Risiko Dan Drawdown

MetricValue
Max account underwater13.92%
Absolute drawdown361.210 USDT
Drawdown duration33 days 19:05:00
Drawdown start2025-03-10 18:55:00
Drawdown end2025-04-13 14:00:00
Best pairDOGE/USDT:USDT +75.64%
Worst pairFIL/USDT:USDT +55.09%
Best day178.161 USDT
Worst day-214.761 USDT
Winning / draw / losing days70 / 225 / 69
Max consecutive wins / losses8 / 8
Rejected entry signals0
Entry / exit timeouts0 / 0

Parameter Hasil Backtest

ParameterValue
Stoploss-0.200
Trailing stopno
Trailing stop positive0.000
Trailing stop positive offset0.000
Trailing only offset reachedno
Use custom stoplossno
Minimal ROI{}
Use exit signalyes
Exit profit onlyno
Exit profit offset0.000
Ignore ROI if entry signalno
Protections enabledno

Hasil Per Pair

ItemTradesAvg ProfitProfitProfit %Avg DurationW/D/LWin %
DOGE/USDT:USDT60+2.24%756.394 USDT+75.64%23:32:0032/0/2853.33%
LINK/USDT:USDT63+1.87%622.567 USDT+62.26%2 days, 2:40:0034/0/2953.97%
FIL/USDT:USDT64+1.51%550.880 USDT+55.09%1 day, 18:53:0032/0/3250.00%
TOTAL187+1.86%1929.841 USDT+192.98%1 day, 15:18:0098/0/8952.41%

Hasil Exit Reason

ItemTradesAvg ProfitProfitProfit %Avg DurationW/D/LWin %
take_profit_achieved98+7.68%4626.562 USDT+462.66%1 day, 22:26:0098/0/0100.00%
force_exit1-0.94%-9.090 USDT-0.91%10:00:000/0/10.00%
stop_loss_achieved88-4.57%-2687.631 USDT-268.76%1 day, 7:41:000/0/880.00%
TOTAL187+1.86%1929.841 USDT+192.98%1 day, 15:18:0098/0/8952.41%

Hasil Enter Tag

ItemTradesAvg ProfitProfitProfit %Avg DurationW/D/LWin %
OTHER187+1.86%1929.841 USDT+192.98%1 day, 15:18:0098/0/8952.41%
TOTAL187+1.86%1929.841 USDT+192.98%1 day, 15:18:0098/0/8952.41%

Hasil Mixed Tag

ItemTradesAvg ProfitProfitProfit %Avg DurationW/D/LWin %
OTHER / take_profit_achieved98+7.68%4626.562 USDT+462.66%1 day, 22:26:0098/0/0100.00%
OTHER / force_exit1-0.94%-9.090 USDT-0.91%10:00:000/0/10.00%
OTHER / stop_loss_achieved88-4.57%-2687.631 USDT-268.76%1 day, 7:41:000/0/880.00%
TOTAL187+1.86%1929.841 USDT+192.98%1 day, 15:18:0098/0/8952.41%

Left Open Trades

ItemTradesAvg ProfitProfitProfit %Avg DurationW/D/LWin %
FIL/USDT:USDT1-0.94%-9.090 USDT-0.91%10:00:000/0/10.00%
TOTAL1-0.94%-9.090 USDT-0.91%10:00:000/0/10.00%

Breakdown Bulanan

MonthTradesProfitProfit %Profit FactorW/D/L
31/07/202420110.298 USDT+11.03%1.7911/0/9
31/08/202412302.754 USDT+30.28%11.0510/0/2
30/09/20241993.252 USDT+9.33%1.649/0/10
31/10/202417-117.271 USDT-11.73%0.494/0/13
30/11/202419652.117 USDT+65.21%6.1614/0/5
31/12/202412-57.615 USDT-5.76%0.834/0/8
31/01/202513303.395 USDT+30.34%2.619/0/4
28/02/2025882.541 USDT+8.25%1.395/0/3
31/03/202514147.146 USDT+14.71%1.457/0/7
30/04/202513-153.333 USDT-15.33%0.544/0/9
31/05/202515272.131 USDT+27.21%2.249/0/6
30/06/202524303.515 USDT+30.35%1.7712/0/12
31/07/20251-9.090 USDT-0.91%0.000/0/1

Catatan Interpretasi

Backtest pada halaman ini memakai parameter awal yang ada di strategy dan settings pair-optimized, bukan parameter optimasi tambahan. Angka return, drawdown, dan risk-adjusted metrics tetap perlu dibaca sebagai hasil riset historis pada timerange dan universe yang sama dengan deklarasi backtest strategy, bukan jaminan performa live.

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