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[Freqtrade] ADX OBV Trend Breakout Strategy

Complete Freqtrade strategy concept and backtest results using the default strategy/settings parameters for timerange 20240401-20250401.

freqtradecryptofuturespair-optimizedpremium

Total Return

+314.60%

Backtest outcome

CAGR

+314.60%

Annualized growth

Sharpe

+3.12

Risk-adjusted return

Max Drawdown

-10.72%

Worst decline

[Freqtrade] ADX OBV Trend Breakout Strategy
Universe
SOL/USDT:USDT, DOT/USDT:USDT, XRP/USDT:USDT
Platform
Freqtrade / Python

Strategy Concept

ADX OBV Trend Breakout Strategy is a futures strategy based on technical indicators that assess trend structure, momentum, volatility, and breakout quality through the indicator combination in its name. Its core idea is to open positions only when directional signals and risk filters agree, then let Freqtrade manage exits through ROI, stop-loss, trailing-stop, and strategy exit rules. The strategy was evaluated on the 1h timeframe across SOL/USDT:USDT, DOT/USDT:USDT, XRP/USDT:USDT.

This strategy was backtested directly from the default ADX_OBV_PairOptimized class. Entry, exit, leverage, and pair-filter parameters were taken from the strategy and ADX_OBV_PairOptimized_Settings.json; no additional optimization parameters were loaded for this run.

Universe and Setup

ItemValue
Strategy testedADX_OBV_PairOptimized
Base strategyADX_OBV_PairOptimized
Timerange20240401-20250401
Backtesting from2024-04-01 00:00:00
Backtesting to2025-04-01 00:00:00
Timeframe1h
Detail timeframe5m
Trading modefutures / isolated
Max open trades3 active, setting 3
Stake amountunlimited
Stake currencyUSDT
PairlistSOL/USDT:USDT, DOT/USDT:USDT, XRP/USDT:USDT

Backtest Summary

MetricValue
Starting balance1000.000 USDT
Final balance4146.046 USDT
Absolute profit3146.046 USDT
Total return+314.60%
CAGR+314.60%
Market change+44.05%
Total trades288
Trades per day0.79
Total volume384051.531 USDT
Average stake667.083 USDT
Backtest days365

Trade Performance

MetricValue
Long / short trades145 / 143
Long / short profit+135.73% / +178.87%
Wins / draws / losses144 / 0 / 144
Win rate50.00%
Avg profit per trade+1.61%
Median profit per trade+0.04%
Profit factor1.778
Expectancy10.924 (0.389)
Sharpe3.123
Sortino6.442
Calmar153.642
SQN3.510

Risk and Drawdown

MetricValue
Max account underwater10.72%
Absolute drawdown447.978 USDT
Drawdown duration1 days 03:00:00
Drawdown start2025-03-02 16:00:00
Drawdown end2025-03-03 19:00:00
Best pairXRP/USDT:USDT +107.76%
Worst pairDOT/USDT:USDT +102.88%
Best day360.628 USDT
Worst day-447.978 USDT
Winning / draw / losing days103 / 177 / 85
Max consecutive wins / losses8 / 7
Rejected entry signals0
Entry / exit timeouts0 / 0

Backtest Parameters

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

Results by Pair

ItemTradesAvg ProfitProfitProfit %Avg DurationW/D/LWin %
XRP/USDT:USDT145+1.01%1077.614 USDT+107.76%1 day, 10:37:0070/0/7548.28%
SOL/USDT:USDT78+2.16%1039.588 USDT+103.96%2 days, 8:18:0041/0/3752.56%
DOT/USDT:USDT65+2.28%1028.844 USDT+102.88%2 days, 18:46:0033/0/3250.77%
TOTAL288+1.61%3146.046 USDT+314.60%1 day, 23:45:00144/0/14450.00%

Results by Exit Reason

ItemTradesAvg ProfitProfitProfit %Avg DurationW/D/LWin %
take_profit_achieved143+7.08%7122.695 USDT+712.27%2 days, 11:49:00143/0/0100.00%
force_exit2+1.66%42.448 USDT+4.24%2 days, 3:30:001/0/150.00%
stop_loss_achieved143-3.87%-4019.097 USDT-401.91%1 day, 11:37:000/0/1430.00%
TOTAL288+1.61%3146.046 USDT+314.60%1 day, 23:45:00144/0/14450.00%

Results by Entry Tag

ItemTradesAvg ProfitProfitProfit %Avg DurationW/D/LWin %
OTHER288+1.61%3146.046 USDT+314.60%1 day, 23:45:00144/0/14450.00%
TOTAL288+1.61%3146.046 USDT+314.60%1 day, 23:45:00144/0/14450.00%

Results by Mixed Tag

ItemTradesAvg ProfitProfitProfit %Avg DurationW/D/LWin %
OTHER / take_profit_achieved143+7.08%7122.695 USDT+712.27%2 days, 11:49:00143/0/0100.00%
OTHER / force_exit2+1.66%42.448 USDT+4.24%2 days, 3:30:001/0/150.00%
OTHER / stop_loss_achieved143-3.87%-4019.097 USDT-401.91%1 day, 11:37:000/0/1430.00%
TOTAL288+1.61%3146.046 USDT+314.60%1 day, 23:45:00144/0/14450.00%

Left Open Trades

ItemTradesAvg ProfitProfitProfit %Avg DurationW/D/LWin %
SOL/USDT:USDT1+5.14%67.007 USDT+6.70%3 days, 16:00:001/0/0100.00%
XRP/USDT:USDT1-1.81%-24.560 USDT-2.46%15:00:000/0/10.00%
TOTAL2+1.66%42.448 USDT+4.24%2 days, 3:30:001/0/150.00%

Monthly Breakdown

MonthTradesProfitProfit %Profit FactorW/D/L
30/04/202426272.039 USDT+27.20%2.7617/0/9
31/05/202427-62.640 USDT-6.26%0.759/0/18
30/06/20241743.486 USDT+4.35%1.267/0/10
31/07/202430196.623 USDT+19.66%1.8415/0/15
31/08/20242156.167 USDT+5.62%1.2710/0/11
30/09/20242989.139 USDT+8.91%1.3913/0/16
31/10/202434126.151 USDT+12.62%1.4615/0/19
30/11/202420887.588 USDT+88.76%9.2617/0/3
31/12/202420240.256 USDT+24.03%1.488/0/12
31/01/202521393.586 USDT+39.36%1.8911/0/10
28/02/202512576.715 USDT+57.67%3.368/0/4
31/03/202529284.488 USDT+28.45%1.2413/0/16
30/04/2025242.448 USDT+4.24%2.731/0/1

Interpretation Notes

The backtest shown on this page uses the default parameters from the strategy and pair-optimized settings, without additional optimization parameters. Return, drawdown, and risk-adjusted metrics should be treated as historical research results for the stated timerange and universe, not as a guarantee of live performance.

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