2026-07-24 02:43:49,525 - freqtrade.loggers - INFO - Enabling colorized output. 2026-07-24 02:43:49,526 - freqtrade.loggers - INFO - Logfile configured 2026-07-24 02:43:49,526 - freqtrade.loggers - INFO - Verbosity set to 0 2026-07-24 02:43:49,527 - freqtrade.configuration.configuration - INFO - Using additional Strategy lookup path: /freqle/user_data/strategies 2026-07-24 02:43:49,527 - freqtrade.configuration.configuration - INFO - Parameter --enable-protections detected, enabling Protections ... 2026-07-24 02:43:49,527 - freqtrade.configuration.configuration - INFO - Using max_open_trades: 10 ... 2026-07-24 02:43:49,527 - freqtrade.configuration.configuration - INFO - Parameter --timerange detected: 20210101-20260101 ... sudo: The "no new privileges" flag is set, which prevents sudo from running as root. sudo: If sudo is running in a container, you may need to adjust the container configuration to disable the flag. 2026-07-24 02:43:49,531 - freqtrade.configuration.directory_operations - WARNING - Could not chown /freqle/user_data 2026-07-24 02:43:49,531 - freqtrade.configuration.configuration - INFO - Using user-data directory: /freqle/user_data ... 2026-07-24 02:43:49,532 - freqtrade.configuration.configuration - INFO - Using data directory: /freqle/user_data/data/binance ... 2026-07-24 02:43:49,532 - freqtrade.configuration.configuration - INFO - Parameter --export detected: none ... 2026-07-24 02:43:49,532 - freqtrade.configuration.configuration - INFO - Parameter --cache=none detected ... 2026-07-24 02:43:49,533 - freqtrade.configuration.configuration - INFO - Filter trades by timerange: 20210101-20260101 2026-07-24 02:43:49,534 - freqtrade.exchange.check_exchange - INFO - Checking exchange... 2026-07-24 02:43:49,540 - freqtrade.exchange.check_exchange - INFO - Exchange "binance" is officially supported by the Freqtrade development team. 2026-07-24 02:43:49,541 - freqtrade.configuration.configuration - INFO - Using pairlist from configuration. 2026-07-24 02:43:49,541 - freqtrade.configuration.config_validation - INFO - Validating configuration ... 2026-07-24 02:43:49,543 - freqtrade.exchange.exchange - INFO - Instance is running with dry_run enabled 2026-07-24 02:43:49,543 - freqtrade.exchange.exchange - INFO - Using CCXT 4.5.61 2026-07-24 02:43:49,543 - freqtrade.exchange.exchange - INFO - Applying additional ccxt config: {'options': {'defaultType': 'swap'}} 2026-07-24 02:43:49,549 - freqtrade.exchange.exchange - INFO - Applying additional ccxt config: {'options': {'defaultType': 'swap'}} 2026-07-24 02:43:49,556 - freqtrade.exchange.exchange - INFO - Using Exchange "Binance" 2026-07-24 02:43:49,774 - freqtrade.resolvers.exchange_resolver - INFO - Using resolved exchange 'Binance'... 2026-07-24 02:43:49,796 - freqtrade.resolvers.iresolver - INFO - Using resolved strategy IchiVwapAdx from '/freqle/user_data/strategies/IchiVwapAdx.py'... 2026-07-24 02:43:49,796 - freqtrade.strategy.hyper - INFO - Found no parameter file. 2026-07-24 02:43:49,797 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'timeframe' with value from the configuration: 15m. 2026-07-24 02:43:49,797 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stake_currency' with value from the configuration: USDT. 2026-07-24 02:43:49,797 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stake_amount' with value from the configuration: 100. 2026-07-24 02:43:49,798 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'max_open_trades' with value from the configuration: 10. 2026-07-24 02:43:49,798 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using minimal_roi: {'0': 0.2, '60': 0.15, '120': 0.1, '240': 0.05, '480': 0.02} 2026-07-24 02:43:49,798 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using timeframe: 15m 2026-07-24 02:43:49,798 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stoploss: -0.2 2026-07-24 02:43:49,799 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop: False 2026-07-24 02:43:49,799 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop_positive_offset: 0.0 2026-07-24 02:43:49,799 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_only_offset_is_reached: False 2026-07-24 02:43:49,800 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using use_custom_stoploss: False 2026-07-24 02:43:49,800 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using process_only_new_candles: True 2026-07-24 02:43:49,800 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using order_types: {'entry': 'limit', 'exit': 'limit', 'stoploss': 'limit', 'stoploss_on_exchange': False, 'stoploss_on_exchange_interval': 60} 2026-07-24 02:43:49,800 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using order_time_in_force: {'entry': 'GTC', 'exit': 'GTC'} 2026-07-24 02:43:49,801 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stake_currency: USDT 2026-07-24 02:43:49,801 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stake_amount: 100 2026-07-24 02:43:49,801 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using startup_candle_count: 200 2026-07-24 02:43:49,802 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using use_exit_signal: True 2026-07-24 02:43:49,802 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using exit_profit_only: False 2026-07-24 02:43:49,802 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using ignore_roi_if_entry_signal: False 2026-07-24 02:43:49,802 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using exit_profit_offset: 0.0 2026-07-24 02:43:49,803 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using disable_dataframe_checks: False 2026-07-24 02:43:49,803 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using ignore_buying_expired_candle_after: 0 2026-07-24 02:43:49,803 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using position_adjustment_enable: False 2026-07-24 02:43:49,803 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using max_entry_position_adjustment: -1 2026-07-24 02:43:49,804 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using max_open_trades: 10 2026-07-24 02:43:49,804 - freqtrade.configuration.config_validation - INFO - Validating configuration ... 2026-07-24 02:43:49,808 - freqtrade.resolvers.iresolver - INFO - Using resolved pairlist StaticPairList from '/freqtrade/freqtrade/plugins/pairlist/StaticPairList.py'... 2026-07-24 02:43:49,836 - freqtrade.optimize.backtesting - INFO - Using fee 0.0500% - worst case fee from exchange (lowest tier). 2026-07-24 02:43:50,577 - freqtrade.data.history.datahandlers.idatahandler - WARNING - POL/USDT:USDT, futures, 15m, data starts at 2024-09-13 12:15:00 2026-07-24 02:43:51,072 - freqtrade.data.history.datahandlers.idatahandler - WARNING - APT/USDT:USDT, futures, 15m, data starts at 2022-10-19 02:00:00 2026-07-24 02:43:51,115 - freqtrade.data.history.datahandlers.idatahandler - WARNING - ICP/USDT:USDT, futures, 15m, data starts at 2022-09-27 02:30:00 2026-07-24 02:43:51,157 - freqtrade.data.history.datahandlers.idatahandler - WARNING - HBAR/USDT:USDT, futures, 15m, data starts at 2021-03-17 07:00:00 2026-07-24 02:43:51,283 - freqtrade.data.history.datahandlers.idatahandler - WARNING - ARB/USDT:USDT, futures, 15m, data starts at 2023-03-23 15:00:00 2026-07-24 02:43:51,321 - freqtrade.data.history.datahandlers.idatahandler - WARNING - OP/USDT:USDT, futures, 15m, data starts at 2022-06-01 14:00:00 2026-07-24 02:43:51,436 - freqtrade.data.history.datahandlers.idatahandler - WARNING - INJ/USDT:USDT, futures, 15m, data starts at 2022-08-17 02:45:00 2026-07-24 02:43:51,685 - freqtrade.data.history.datahandlers.idatahandler - WARNING - SUI/USDT:USDT, futures, 15m, data starts at 2023-05-03 16:00:00 2026-07-24 02:43:51,790 - freqtrade.data.history.datahandlers.idatahandler - WARNING - SEI/USDT:USDT, futures, 15m, data starts at 2023-08-17 02:30:00 2026-07-24 02:43:51,839 - freqtrade.optimize.backtesting - INFO - Loading data from 2020-12-29 22:00:00 up to 2026-01-01 00:00:00 (1828 days). 2026-07-24 02:43:51,916 - freqtrade.data.history.datahandlers.idatahandler - WARNING - POL/USDT:USDT, funding_rate, 1h, data starts at 2024-09-13 16:00:00 2026-07-24 02:43:51,968 - freqtrade.data.history.datahandlers.idatahandler - WARNING - APT/USDT:USDT, funding_rate, 1h, data starts at 2022-10-18 16:00:00 2026-07-24 02:43:51,975 - freqtrade.data.history.datahandlers.idatahandler - WARNING - ICP/USDT:USDT, funding_rate, 1h, data starts at 2021-05-11 08:00:00 2026-07-24 02:43:51,982 - freqtrade.data.history.datahandlers.idatahandler - WARNING - HBAR/USDT:USDT, funding_rate, 1h, data starts at 2021-03-17 08:00:00 2026-07-24 02:43:51,995 - freqtrade.data.history.datahandlers.idatahandler - WARNING - ARB/USDT:USDT, funding_rate, 1h, data starts at 2023-03-23 08:00:00 2026-07-24 02:43:52,002 - freqtrade.data.history.datahandlers.idatahandler - WARNING - OP/USDT:USDT, funding_rate, 1h, data starts at 2022-06-01 08:00:00 2026-07-24 02:43:52,015 - freqtrade.data.history.datahandlers.idatahandler - WARNING - INJ/USDT:USDT, funding_rate, 1h, data starts at 2022-08-16 16:00:00 2026-07-24 02:43:52,041 - freqtrade.data.history.datahandlers.idatahandler - WARNING - SUI/USDT:USDT, funding_rate, 1h, data starts at 2023-05-03 16:00:00 2026-07-24 02:43:52,055 - freqtrade.data.history.datahandlers.idatahandler - WARNING - SEI/USDT:USDT, funding_rate, 1h, data starts at 2023-08-16 16:00:00 2026-07-24 02:43:52,271 - freqtrade.data.history.datahandlers.idatahandler - WARNING - POL/USDT:USDT, mark, 1h, data starts at 2024-09-13 10:00:00 2026-07-24 02:43:52,419 - freqtrade.data.history.datahandlers.idatahandler - WARNING - APT/USDT:USDT, mark, 1h, data starts at 2022-10-19 01:00:00 2026-07-24 02:43:52,435 - freqtrade.data.history.datahandlers.idatahandler - WARNING - ICP/USDT:USDT, mark, 1h, data starts at 2021-05-11 02:00:00 2026-07-24 02:43:52,453 - freqtrade.data.history.datahandlers.idatahandler - WARNING - HBAR/USDT:USDT, mark, 1h, data starts at 2021-03-17 03:00:00 2026-07-24 02:43:52,493 - freqtrade.data.history.datahandlers.idatahandler - WARNING - ARB/USDT:USDT, mark, 1h, data starts at 2023-03-23 13:00:00 2026-07-24 02:43:52,508 - freqtrade.data.history.datahandlers.idatahandler - WARNING - OP/USDT:USDT, mark, 1h, data starts at 2022-06-01 06:00:00 2026-07-24 02:43:52,545 - freqtrade.data.history.datahandlers.idatahandler - WARNING - INJ/USDT:USDT, mark, 1h, data starts at 2022-08-16 08:00:00 2026-07-24 02:43:52,621 - freqtrade.data.history.datahandlers.idatahandler - WARNING - SUI/USDT:USDT, mark, 1h, data starts at 2023-05-03 12:00:00 2026-07-24 02:43:52,656 - freqtrade.data.history.datahandlers.idatahandler - WARNING - SEI/USDT:USDT, mark, 1h, data starts at 2023-08-16 09:00:00 2026-07-24 02:44:41,817 - freqtrade.optimize.backtesting - INFO - Dataload complete. Calculating indicators 2026-07-24 02:44:41,818 - freqtrade.optimize.backtesting - INFO - Running backtesting for Strategy IchiVwapAdx 2026-07-24 02:44:41,819 - freqtrade.strategy.hyper - INFO - No params for buy found, using default values. 2026-07-24 02:44:41,819 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): adx_period = 14 2026-07-24 02:44:41,819 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): adx_strong_threshold = 30.0 2026-07-24 02:44:41,819 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): adx_threshold = 20.0 2026-07-24 02:44:41,820 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): adx_weight = 1 2026-07-24 02:44:41,820 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): base_position_size = 1.0 2026-07-24 02:44:41,820 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): bear_market_long_reduction = 0.7 2026-07-24 02:44:41,820 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): chikou_clear_space_periods = 5 2026-07-24 02:44:41,821 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): chikou_confirmation = True 2026-07-24 02:44:41,821 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): chikou_weight = 1 2026-07-24 02:44:41,821 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): cloud_quality_lookback = 20 2026-07-24 02:44:41,821 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): cloud_quality_percentile = 20.0 2026-07-24 02:44:41,822 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): confidence_boost_multiplier = 1.5 2026-07-24 02:44:41,822 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): confidence_scaling = True 2026-07-24 02:44:41,822 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): confidence_scaling_factor = 0.5 2026-07-24 02:44:41,822 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): dynamic_high_volatility_threshold = 1.5 2026-07-24 02:44:41,823 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): dynamic_low_volatility_threshold = 0.7 2026-07-24 02:44:41,823 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): enable_custom_entry_price = True 2026-07-24 02:44:41,823 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): enable_fft_cycle_detection = False 2026-07-24 02:44:41,823 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): enable_time_risk_management = True 2026-07-24 02:44:41,824 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): entry_price_fishing_factor = 0.98 2026-07-24 02:44:41,824 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): entry_price_increment = 1.001 2026-07-24 02:44:41,824 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): extreme_volatility_multiplier = 0.5 2026-07-24 02:44:41,825 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): extreme_volatility_threshold = 2.0 2026-07-24 02:44:41,825 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): ha_body_atr_ratio = 0.1 2026-07-24 02:44:41,825 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): ha_smoothing_factor = 0.2 2026-07-24 02:44:41,826 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): high_confidence_threshold = 0.8 2026-07-24 02:44:41,826 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): high_risk_hours_end_1 = 10 2026-07-24 02:44:41,826 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): high_risk_hours_end_2 = 17 2026-07-24 02:44:41,827 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): high_risk_hours_start_1 = 8 2026-07-24 02:44:41,827 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): high_risk_hours_start_2 = 15 2026-07-24 02:44:41,827 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): high_volatility_multiplier = 0.7 2026-07-24 02:44:41,828 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): high_volatility_threshold = 1.8 2026-07-24 02:44:41,828 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): ichimoku_kijun_period = 26 2026-07-24 02:44:41,828 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): ichimoku_senkou_period = 52 2026-07-24 02:44:41,829 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): ichimoku_tenkan_period = 9 2026-07-24 02:44:41,829 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): ichimoku_weight = 2 2026-07-24 02:44:41,829 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): l_window_size = 50 2026-07-24 02:44:41,829 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): low_volatility_boost_multiplier = 1.2 2026-07-24 02:44:41,830 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): market_regime_scaling = True 2026-07-24 02:44:41,830 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): max_momentum_multiplier = 1.5 2026-07-24 02:44:41,830 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): max_portfolio_risk = 0.1 2026-07-24 02:44:41,831 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): max_stack_size = 3.0 2026-07-24 02:44:41,831 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): min_entry_score = 3 2026-07-24 02:44:41,831 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): min_stack_size = 1.0 2026-07-24 02:44:41,832 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): min_volatility_ratio = 0.5 2026-07-24 02:44:41,832 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): momentum_boost_threshold = 35.0 2026-07-24 02:44:41,832 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): momentum_scaling = True 2026-07-24 02:44:41,832 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): momentum_scaling_divisor = 100.0 2026-07-24 02:44:41,833 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): performance_multiplier_placeholder = 1.0 2026-07-24 02:44:41,833 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): portfolio_heat_reduction_threshold = 0.5 2026-07-24 02:44:41,833 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): regime_alignment_boost = 1.3 2026-07-24 02:44:41,834 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): regime_lookback = 20 2026-07-24 02:44:41,834 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): regime_price_weight = 0.6 2026-07-24 02:44:41,834 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): regime_sma_fast = 30 2026-07-24 02:44:41,835 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): regime_sma_slow = 150 2026-07-24 02:44:41,835 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): regime_sma_weight = 0.4 2026-07-24 02:44:41,835 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): regime_threshold = 0.75 2026-07-24 02:44:41,836 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): sideways_market_reduction = 0.8 2026-07-24 02:44:41,836 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): stack_heat_threshold = 0.25 2026-07-24 02:44:41,836 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): time_risk_multiplier = 0.8 2026-07-24 02:44:41,837 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): transition_lookback = 9 2026-07-24 02:44:41,837 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): u_window_size = 150 2026-07-24 02:44:41,837 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): use_heiken_ashi = True 2026-07-24 02:44:41,838 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): volatility_filter = True 2026-07-24 02:44:41,838 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): volatility_penalty_factor = 0.6 2026-07-24 02:44:41,838 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): volatility_scaling = True 2026-07-24 02:44:41,839 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): vwap_period = 20 2026-07-24 02:44:41,839 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): vwap_std_multiplier = 0.5 2026-07-24 02:44:41,839 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): vwap_weight = 1 2026-07-24 02:44:41,840 - freqtrade.strategy.hyper - INFO - No params for sell found, using default values. 2026-07-24 02:44:41,840 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): atr_multiplier = 1.5 2026-07-24 02:44:41,840 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): atr_period = 14 2026-07-24 02:44:41,841 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): bull_market_short_reduction = 0.7 2026-07-24 02:44:41,841 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): cloud_exit_periods = 3 2026-07-24 02:44:41,841 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): emergency_adx_slope_threshold = -5.0 2026-07-24 02:44:41,842 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): emergency_adx_threshold = 15.0 2026-07-24 02:44:41,842 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): enable_exit_protection = True 2026-07-24 02:44:41,842 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): exit_adx_conviction_threshold = 25.0 2026-07-24 02:44:41,843 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): high_volatility_tp_reduction = 0.8 2026-07-24 02:44:41,843 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): max_dynamic_roi = 0.5 2026-07-24 02:44:41,843 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): max_trail_tightening = 0.5 2026-07-24 02:44:41,844 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): min_dynamic_roi = 0.01 2026-07-24 02:44:41,844 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): min_partial_exit_threshold = 0.01 2026-07-24 02:44:41,844 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): min_profit_exit_threshold = 0.01 2026-07-24 02:44:41,845 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): min_roi_exit_threshold = 0.005 2026-07-24 02:44:41,845 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): min_trailing_stop_threshold = 0.01 2026-07-24 02:44:41,845 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): momentum_decline_threshold = -2.0 2026-07-24 02:44:41,846 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): roi_base_scaling = 1.0 2026-07-24 02:44:41,846 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): roi_confidence_sensitivity = 0.2 2026-07-24 02:44:41,846 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): roi_momentum_sensitivity = 0.2 2026-07-24 02:44:41,847 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): roi_regime_sensitivity = 0.4 2026-07-24 02:44:41,847 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): roi_volatility_sensitivity = 0.5 2026-07-24 02:44:41,847 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): strong_momentum_tp_boost = 1.1 2026-07-24 02:44:41,848 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): take_profit_1 = 2.0 2026-07-24 02:44:41,848 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): take_profit_2 = 5 2026-07-24 02:44:41,848 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): trailing_profit_multiplier = 1.5 2026-07-24 02:44:41,849 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): volatility_trail_threshold = 1.6 2026-07-24 02:44:41,849 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): vwap_exit_multiplier = 2.0 2026-07-24 02:44:41,849 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): weak_momentum_threshold = 25.0 2026-07-24 02:44:50,459 - freqtrade.optimize.backtesting - INFO - Backtesting with data from 2021-01-01 00:00:00 up to 2026-01-01 00:00:00 (1826 days). 2026-07-24 02:44:50,460 - freqtrade.plugins.protectionmanager - INFO - No protection Handlers defined. backtest ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 4/4 100% • 0:01:10 • 0:00:00 backtest ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 175296/175296 100% • 0:01:59 • 0:00:00 Result for strategy IchiVwapAdx BACKTESTING REPORT ┏━━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Pair ┃ Trades ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┡━━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩ │ UNI/USDT:USDT │ 4 │ 18.85 │ 73.805 │ 7.38 │ 221 days, 17:04:00 │ 4 0 0 100 │ │ ATOM/USDT:USDT │ 4 │ 5.67 │ 22.695 │ 2.27 │ 109 days, 5:08:00 │ 4 0 0 100 │ │ AAVE/USDT:USDT │ 4 │ 5.79 │ 22.175 │ 2.22 │ 131 days, 11:45:00 │ 4 0 0 100 │ │ OP/USDT:USDT │ 4 │ 5.07 │ 20.273 │ 2.03 │ 109 days, 0:19:00 │ 4 0 0 100 │ │ CRV/USDT:USDT │ 2 │ 5.07 │ 10.144 │ 1.01 │ 368 days, 21:00:00 │ 2 0 0 100 │ │ NEAR/USDT:USDT │ 2 │ 5.13 │ 10.143 │ 1.01 │ 27 days, 15:38:00 │ 2 0 0 100 │ │ BTC/USDT:USDT │ 2 │ 3.86 │ 7.293 │ 0.73 │ 274 days, 10:22:00 │ 2 0 0 100 │ │ XLM/USDT:USDT │ 3 │ 2.12 │ 6.355 │ 0.64 │ 13 days, 18:00:00 │ 3 0 0 100 │ │ LTC/USDT:USDT │ 3 │ 1.88 │ 5.630 │ 0.56 │ 65 days, 5:45:00 │ 1 0 2 33.3 │ │ DOT/USDT:USDT │ 3 │ 1.85 │ 5.513 │ 0.55 │ 29 days, 12:25:00 │ 3 0 0 100 │ │ APT/USDT:USDT │ 1 │ 5.01 │ 4.992 │ 0.5 │ 4:00:00 │ 1 0 0 100 │ │ ADA/USDT:USDT │ 3 │ 1.57 │ 4.695 │ 0.47 │ 53 days, 16:00:00 │ 2 0 1 66.7 │ │ XRP/USDT:USDT │ 1 │ 3.03 │ 3.027 │ 0.3 │ 18:45:00 │ 1 0 0 100 │ │ BCH/USDT:USDT │ 1 │ 2.92 │ 2.911 │ 0.29 │ 83 days, 23:45:00 │ 1 0 0 100 │ │ TRX/USDT:USDT │ 1 │ 2.84 │ 2.842 │ 0.28 │ 3 days, 1:00:00 │ 1 0 0 100 │ │ FIL/USDT:USDT │ 1 │ 1.98 │ 1.965 │ 0.2 │ 135 days, 20:45:00 │ 1 0 0 100 │ │ SEI/USDT:USDT │ 1 │ 1.8 │ 1.800 │ 0.18 │ 168 days, 9:00:00 │ 1 0 0 100 │ │ INJ/USDT:USDT │ 1 │ 1.18 │ 1.181 │ 0.12 │ 247 days, 9:30:00 │ 1 0 0 100 │ │ LINK/USDT:USDT │ 1 │ 0.8 │ 0.802 │ 0.08 │ 418 days, 13:45:00 │ 1 0 0 100 │ │ ETH/USDT:USDT │ 0 │ 0.0 │ 0.000 │ 0.0 │ 0:00 │ 0 0 0 0 │ │ BNB/USDT:USDT │ 0 │ 0.0 │ 0.000 │ 0.0 │ 0:00 │ 0 0 0 0 │ │ SOL/USDT:USDT │ 0 │ 0.0 │ 0.000 │ 0.0 │ 0:00 │ 0 0 0 0 │ │ DOGE/USDT:USDT │ 0 │ 0.0 │ 0.000 │ 0.0 │ 0:00 │ 0 0 0 0 │ │ AVAX/USDT:USDT │ 0 │ 0.0 │ 0.000 │ 0.0 │ 0:00 │ 0 0 0 0 │ │ POL/USDT:USDT │ 0 │ 0.0 │ 0.000 │ 0.0 │ 0:00 │ 0 0 0 0 │ │ ETC/USDT:USDT │ 0 │ 0.0 │ 0.000 │ 0.0 │ 0:00 │ 0 0 0 0 │ │ ICP/USDT:USDT │ 0 │ 0.0 │ 0.000 │ 0.0 │ 0:00 │ 0 0 0 0 │ │ HBAR/USDT:USDT │ 0 │ 0.0 │ 0.000 │ 0.0 │ 0:00 │ 0 0 0 0 │ │ ARB/USDT:USDT │ 0 │ 0.0 │ 0.000 │ 0.0 │ 0:00 │ 0 0 0 0 │ │ SNX/USDT:USDT │ 0 │ 0.0 │ 0.000 │ 0.0 │ 0:00 │ 0 0 0 0 │ │ COMP/USDT:USDT │ 0 │ 0.0 │ 0.000 │ 0.0 │ 0:00 │ 0 0 0 0 │ │ SUI/USDT:USDT │ 0 │ 0.0 │ 0.000 │ 0.0 │ 0:00 │ 0 0 0 0 │ │ VET/USDT:USDT │ 1 │ -1.0 │ -1.002 │ -0.1 │ 0:15:00 │ 0 0 1 0 │ │ TOTAL │ 43 │ 4.89 │ 207.238 │ 20.72 │ 120 days, 6:53:00 │ 39 0 4 90.7 │ └────────────────┴────────┴──────────────┴─────────────────┴──────────────┴────────────────────┴────────────────────────┘ LEFT OPEN TRADES REPORT ┏━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Pair ┃ Trades ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┡━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩ │ TOTAL │ 0 │ 0.0 │ 0.000 │ 0.0 │ 0:00 │ 0 0 0 0 │ └───────┴────────┴──────────────┴─────────────────┴──────────────┴──────────────┴────────────────────────┘ ENTER TAG STATS ┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Enter Tag ┃ Entries ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩ │ OTHER │ 43 │ 4.89 │ 207.238 │ 20.72 │ 120 days, 6:53:00 │ 39 0 4 90.7 │ │ TOTAL │ 43 │ 4.89 │ 207.238 │ 20.72 │ 120 days, 6:53:00 │ 39 0 4 90.7 │ └───────────┴─────────┴──────────────┴─────────────────┴──────────────┴───────────────────┴────────────────────────┘ EXIT REASON STATS ┏━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Exit Reason ┃ Exits ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┡━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩ │ exit_signal │ 41 │ 4.96 │ 200.253 │ 20.03 │ 124 days, 7:59:00 │ 37 0 4 90.2 │ │ roi │ 2 │ 3.5 │ 6.985 │ 0.7 │ 37 days, 8:38:00 │ 2 0 0 100 │ │ TOTAL │ 43 │ 4.89 │ 207.238 │ 20.72 │ 120 days, 6:53:00 │ 39 0 4 90.7 │ └─────────────┴───────┴──────────────┴─────────────────┴──────────────┴───────────────────┴────────────────────────┘ MIXED TAG STATS ┏━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Enter Tag ┃ Exit Reason ┃ Trades ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┡━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩ │ │ exit_signal │ 41 │ 4.96 │ 200.253 │ 20.03 │ 124 days, 7:59:00 │ 37 0 4 90.2 │ │ │ roi │ 2 │ 3.5 │ 6.985 │ 0.7 │ 37 days, 8:38:00 │ 2 0 0 100 │ │ TOTAL │ │ 43 │ 4.89 │ 207.238 │ 20.72 │ 120 days, 6:53:00 │ 39 0 4 90.7 │ └───────────┴─────────────┴────────┴──────────────┴─────────────────┴──────────────┴───────────────────┴────────────────────────┘ SUMMARY METRICS ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Metric ┃ Value ┃ ┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩ │ Backtesting from │ 2021-01-01 00:00:00 │ │ Backtesting to │ 2026-01-01 00:00:00 │ │ Trading Mode │ Isolated Futures │ │ Max open trades │ 10 │ │ │ │ │ Total/Daily Avg Trades │ 43 / 0.02 │ │ Starting balance │ 1000 USDT │ │ Final balance │ 1207.238 USDT │ │ Absolute profit │ 207.238 USDT │ │ Total profit % │ 20.72% │ │ CAGR % │ 3.84% │ │ Sharpe (closed trades) │ 0.25 │ │ Sortino (closed trades) │ 7.32 │ │ Calmar (closed trades) │ 76.05 │ │ SQN │ 3.58 │ │ Mean profit p-value │ 0.0008721 │ │ Profit factor │ 49.99 │ │ Expectancy (Ratio) │ 4.82 (4.56) │ │ Avg. daily profit │ 0.113 USDT │ │ Avg. stake amount │ 99.065 USDT │ │ Market change │ 452.71% │ │ Total trade volume │ 9880.347 USDT │ │ │ │ │ Long / Short trades │ 30 / 13 │ │ Long / Short profit % │ 18.59% / 2.13% │ │ Long / Short profit USDT │ 185.941 / 21.297 │ │ │ │ │ Best Pair │ UNI/USDT:USDT 7.38% │ │ Worst Pair │ VET/USDT:USDT -0.10% │ │ Best trade │ UNI/USDT:USDT 56.61% │ │ Worst trade │ LTC/USDT:USDT -1.37% │ │ Best day │ 55.434 USDT │ │ Worst day │ -1.369 USDT │ │ Days win/draw/lose │ 31 / 1754 / 1 │ │ Min/Max/Avg. Duration Winners │ 0d 01:00 / 686d 10:15 / 132d 14:46 │ │ Min/Max/Avg. Duration Losers │ 0d 00:15 / 0d 05:00 / 0d 02:04 │ │ Max Consecutive Wins / Loss │ 37 / 3 │ │ Rejected Entry signals │ 31896 │ │ Entry/Exit Timeouts │ 0 / 0 │ │ │ │ │ Min/Max balance (closed trades) │ 998.631 USDT / 1207.238 USDT │ │ Max % of account underwater │ 0.29% │ │ Absolute drawdown │ 2.861 USDT (0.29%) │ │ Drawdown duration │ 0 days 05:45:00 │ │ Profit at drawdown start │ 3.364 USDT │ │ Profit at drawdown end │ 0.503 USDT │ │ Drawdown start │ 2021-01-02 00:45:00 │ │ Drawdown end │ 2021-01-02 06:30:00 │ │ │ │ │ Wallet based Metrics │ │ │ Min/Max balance (wallet balance) │ 998.631 USDT / 1207.238 USDT │ │ Min/Max balance dates (wallet balance) │ 2021-01-01 23:30:00 / 2025-11-21 07:45:00 │ │ Max % of account underwater (balance) │ 0.29% │ │ Absolute drawdown (wallet balance) │ 2.861 USDT (0.29%) │ │ Drawdown duration │ 0 days 05:45:00 │ │ Profit at drawdown start │ 3.364 USDT │ │ Profit at drawdown end │ 0.503 USDT │ │ Drawdown start │ 2021-01-02 01:00:00 │ │ Drawdown end │ 2021-01-02 06:45:00 │ │ Sharpe (daily wallet balance) │ 1.44 │ │ Sortino (daily wallet balance) │ -100.00 │ │ Calmar (daily wallet balance) │ 76.09 │ └────────────────────────────────────────┴───────────────────────────────────────────┘ Backtested 2021-01-01 00:00:00 -> 2026-01-01 00:00:00 | Max open trades : 10 STRATEGY SUMMARY ┏━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓ ┃ Strategy ┃ Trades ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ Drawdown ┃ ┡━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩ │ IchiVwapAdx │ 43 │ 4.89 │ 207.238 │ 20.72 │ 120 days, 6:53:00 │ 39 0 4 90.7 │ 2.861 USDT 0.29% │ └─────────────┴────────┴──────────────┴─────────────────┴──────────────┴───────────────────┴────────────────────────┴───────────────────┘