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[Freqtrade] Triple KAMA Adaptive Trend Strategy

Konsep strategi dan hasil backtest Freqtrade lengkap memakai parameter awal strategy/settings pada timerange 20240501-20250501.

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Total Return

+239.66%

Backtest outcome

CAGR

+239.66%

Annualized growth

Sharpe

+2.22

Risk-adjusted return

Max Drawdown

-12.45%

Worst decline

[Freqtrade] Triple KAMA Adaptive Trend Strategy
Universe
SOL/USDT:USDT, BCH/USDT:USDT, ADA/USDT:USDT
Platform
Freqtrade / Python

Konsep Strategi

Triple KAMA Adaptive Trend 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 SOL/USDT:USDT, BCH/USDT:USDT, ADA/USDT:USDT.

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

Universe Dan Setup

ItemValue
Strategy testedTripleKamaMacd_PairOptimized
Base strategyTripleKamaMacd_PairOptimized
Timerange20240501-20250501
Backtesting from2024-05-01 00:00:00
Backtesting to2025-05-01 00:00:00
Timeframe1h
Detail timeframe5m
Trading modefutures / isolated
Max open trades3 active, setting 3
Stake amountunlimited
Stake currencyUSDT
PairlistSOL/USDT:USDT, BCH/USDT:USDT, ADA/USDT:USDT

Ringkasan Backtest

MetricValue
Starting balance1000.000 USDT
Final balance3396.626 USDT
Absolute profit2396.626 USDT
Total return+239.66%
CAGR+239.66%
Market change+20.14%
Total trades178
Trades per day0.49
Total volume237164.432 USDT
Average stake667.217 USDT
Backtest days365

Performa Trade

MetricValue
Long / short trades97 / 81
Long / short profit+93.65% / +146.01%
Wins / draws / losses85 / 0 / 93
Win rate47.75%
Avg profit per trade+2.25%
Median profit per trade-2.22%
Profit factor1.822
Expectancy13.464 (0.429)
Sharpe2.220
Sortino6.090
Calmar100.727
SQN3.170

Risiko Dan Drawdown

MetricValue
Max account underwater12.45%
Absolute drawdown467.167 USDT
Drawdown duration9 days 17:40:00
Drawdown start2025-04-12 15:30:00
Drawdown end2025-04-22 09:10:00
Best pairSOL/USDT:USDT +84.88%
Worst pairADA/USDT:USDT +77.04%
Best day379.523 USDT
Worst day-147.777 USDT
Winning / draw / losing days65 / 234 / 65
Max consecutive wins / losses7 / 10
Rejected entry signals0
Entry / exit timeouts0 / 0

Parameter Hasil Backtest

ParameterValue
Stoploss-0.250
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 %
SOL/USDT:USDT64+2.30%848.824 USDT+84.88%2 days, 6:46:0027/0/3742.19%
BCH/USDT:USDT57+2.22%777.444 USDT+77.74%2 days, 2:01:0031/0/2654.39%
ADA/USDT:USDT57+2.22%770.357 USDT+77.04%2 days, 12:07:0027/0/3047.37%
TOTAL178+2.25%2396.626 USDT+239.66%2 days, 6:58:0085/0/9347.75%

Hasil Exit Reason

ItemTradesAvg ProfitProfitProfit %Avg DurationW/D/LWin %
take_profit_achieved84+9.61%5302.208 USDT+530.22%3 days, 1:12:0084/0/0100.00%
force_exit1+0.93%10.423 USDT+1.04%2 days, 7:00:001/0/0100.00%
stop_loss_achieved93-4.39%-2916.005 USDT-291.60%1 day, 14:29:000/0/930.00%
TOTAL178+2.25%2396.626 USDT+239.66%2 days, 6:58:0085/0/9347.75%

Hasil Enter Tag

ItemTradesAvg ProfitProfitProfit %Avg DurationW/D/LWin %
OTHER178+2.25%2396.626 USDT+239.66%2 days, 6:58:0085/0/9347.75%
TOTAL178+2.25%2396.626 USDT+239.66%2 days, 6:58:0085/0/9347.75%

Hasil Mixed Tag

ItemTradesAvg ProfitProfitProfit %Avg DurationW/D/LWin %
OTHER / take_profit_achieved84+9.61%5302.208 USDT+530.22%3 days, 1:12:0084/0/0100.00%
OTHER / force_exit1+0.93%10.423 USDT+1.04%2 days, 7:00:001/0/0100.00%
OTHER / stop_loss_achieved93-4.39%-2916.005 USDT-291.60%1 day, 14:29:000/0/930.00%
TOTAL178+2.25%2396.626 USDT+239.66%2 days, 6:58:0085/0/9347.75%

Left Open Trades

ItemTradesAvg ProfitProfitProfit %Avg DurationW/D/LWin %
ADA/USDT:USDT1+0.93%10.423 USDT+1.04%2 days, 7:00:001/0/0100.00%
TOTAL1+0.93%10.423 USDT+1.04%2 days, 7:00:001/0/0100.00%

Breakdown Bulanan

MonthTradesProfitProfit %Profit FactorW/D/L
31/05/20241297.334 USDT+9.73%2.186/0/6
30/06/202411150.247 USDT+15.02%3.627/0/4
31/07/202419213.269 USDT+21.33%2.299/0/10
31/08/202414-41.137 USDT-4.11%0.814/0/10
30/09/202415167.519 USDT+16.75%2.458/0/7
31/10/202413224.187 USDT+22.42%3.909/0/4
30/11/202415286.666 USDT+28.67%2.177/0/8
31/12/202412-121.303 USDT-12.13%0.653/0/9
31/01/202518319.519 USDT+31.95%2.0510/0/8
28/02/202513171.467 USDT+17.15%1.385/0/8
31/03/20258664.157 USDT+66.42%8.236/0/2
30/04/202527254.277 USDT+25.43%1.3410/0/17
31/05/2025110.423 USDT+1.04%0.001/0/0

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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