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[Freqtrade] TEMA ADX Momentum Strategy

Konsep strategi dan hasil backtest Freqtrade lengkap memakai parameter awal strategy/settings pada timerange 20240601-20250601.

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Total Return

+620.65%

Backtest outcome

CAGR

+620.65%

Annualized growth

Sharpe

+2.73

Risk-adjusted return

Max Drawdown

-8.68%

Worst decline

[Freqtrade] TEMA ADX Momentum Strategy
Universe
WIF/USDT:USDT, ADA/USDT:USDT, APT/USDT:USDT
Platform
Freqtrade / Python

Konsep Strategi

TEMA ADX Momentum 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 WIF/USDT:USDT, ADA/USDT:USDT, APT/USDT:USDT.

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

Universe Dan Setup

ItemValue
Strategy testedTemaAdxCmo_PairOptimized
Base strategyTemaAdxCmo_PairOptimized
Timerange20240601-20250601
Backtesting from2024-06-01 00:00:00
Backtesting to2025-06-01 00:00:00
Timeframe1h
Detail timeframe5m
Trading modefutures / isolated
Max open trades3 active, setting 3
Stake amountunlimited
Stake currencyUSDT
PairlistWIF/USDT:USDT, ADA/USDT:USDT, APT/USDT:USDT

Ringkasan Backtest

MetricValue
Starting balance1000.000 USDT
Final balance7206.520 USDT
Absolute profit6206.520 USDT
Total return+620.65%
CAGR+620.65%
Market change-23.26%
Total trades186
Trades per day0.51
Total volume369525.241 USDT
Average stake996.025 USDT
Backtest days365

Performa Trade

MetricValue
Long / short trades93 / 93
Long / short profit+248.16% / +372.49%
Wins / draws / losses93 / 0 / 93
Win rate50.00%
Avg profit per trade+3.52%
Median profit per trade-0.52%
Profit factor2.230
Expectancy33.368 (0.615)
Sharpe2.735
Sortino7.506
Calmar374.302
SQN3.821

Risiko Dan Drawdown

MetricValue
Max account underwater8.68%
Absolute drawdown615.904 USDT
Drawdown duration12 days 18:00:00
Drawdown start2025-05-11 03:00:00
Drawdown end2025-05-23 21:00:00
Best pairADA/USDT:USDT +244.98%
Worst pairAPT/USDT:USDT +161.64%
Best day913.473 USDT
Worst day-307.604 USDT
Winning / draw / losing days68 / 226 / 65
Max consecutive wins / losses6 / 7
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 %
ADA/USDT:USDT78+2.75%2449.849 USDT+244.98%2 days, 4:38:0035/0/4344.87%
WIF/USDT:USDT58+4.74%2140.268 USDT+214.03%1 day, 22:04:0029/0/2950.00%
APT/USDT:USDT50+3.30%1616.402 USDT+161.64%2 days, 7:59:0029/0/2158.00%
TOTAL186+3.52%6206.520 USDT+620.65%2 days, 3:29:0093/0/9350.00%

Hasil Exit Reason

ItemTradesAvg ProfitProfitProfit %Avg DurationW/D/LWin %
take_profit_achieved92+12.22%11238.071 USDT+1123.81%2 days, 15:02:0092/0/0100.00%
force_exit2-0.52%-25.634 USDT-2.56%1 day, 0:00:001/0/150.00%
stop_loss_achieved92-5.10%-5005.917 USDT-500.59%1 day, 16:33:000/0/920.00%
TOTAL186+3.52%6206.520 USDT+620.65%2 days, 3:29:0093/0/9350.00%

Hasil Enter Tag

ItemTradesAvg ProfitProfitProfit %Avg DurationW/D/LWin %
OTHER186+3.52%6206.520 USDT+620.65%2 days, 3:29:0093/0/9350.00%
TOTAL186+3.52%6206.520 USDT+620.65%2 days, 3:29:0093/0/9350.00%

Hasil Mixed Tag

ItemTradesAvg ProfitProfitProfit %Avg DurationW/D/LWin %
OTHER / take_profit_achieved92+12.22%11238.071 USDT+1123.81%2 days, 15:02:0092/0/0100.00%
OTHER / force_exit2-0.52%-25.634 USDT-2.56%1 day, 0:00:001/0/150.00%
OTHER / stop_loss_achieved92-5.10%-5005.917 USDT-500.59%1 day, 16:33:000/0/920.00%
TOTAL186+3.52%6206.520 USDT+620.65%2 days, 3:29:0093/0/9350.00%

Left Open Trades

ItemTradesAvg ProfitProfitProfit %Avg DurationW/D/LWin %
APT/USDT:USDT1+0.67%15.007 USDT+1.50%1 day, 1:00:001/0/0100.00%
ADA/USDT:USDT1-1.70%-40.642 USDT-4.06%23:00:000/0/10.00%
TOTAL2-0.52%-25.634 USDT-2.56%1 day, 0:00:001/0/150.00%

Breakdown Bulanan

MonthTradesProfitProfit %Profit FactorW/D/L
30/06/202412267.000 USDT+26.70%4.057/0/5
31/07/20242420.247 USDT+2.02%1.0610/0/14
31/08/202424456.561 USDT+45.66%2.8513/0/11
30/09/20241690.716 USDT+9.07%1.516/0/10
31/10/202413208.571 USDT+20.86%2.276/0/7
30/11/202416764.748 USDT+76.47%3.9310/0/6
31/12/202415377.005 USDT+37.70%1.617/0/8
31/01/202514780.974 USDT+78.10%2.668/0/6
28/02/202511818.318 USDT+81.83%2.566/0/5
31/03/20257338.535 USDT+33.85%1.632/0/5
30/04/202512539.893 USDT+53.99%1.876/0/6
31/05/2025201569.586 USDT+156.96%2.6011/0/9
30/06/20252-25.634 USDT-2.56%0.371/0/1

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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