2026-07-25 12:50:50,041 - freqtrade.loggers - INFO - Enabling colorized output. 2026-07-25 12:50:50,042 - freqtrade.loggers - INFO - Logfile configured 2026-07-25 12:50:50,042 - freqtrade.loggers - INFO - Verbosity set to 0 2026-07-25 12:50:50,043 - freqtrade.configuration.configuration - INFO - Using additional Strategy lookup path: /freqle/user_data/strategies 2026-07-25 12:50:50,043 - freqtrade.configuration.configuration - INFO - Parameter --enable-protections detected, enabling Protections ... 2026-07-25 12:50:50,043 - freqtrade.configuration.configuration - INFO - Using max_open_trades: 10 ... 2026-07-25 12:50:50,043 - 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. 2026-07-25 12:50:50,047 - freqtrade.configuration.directory_operations - WARNING - Could not chown /freqle/user_data 2026-07-25 12:50:50,047 - freqtrade.configuration.configuration - INFO - Using user-data directory: /freqle/user_data ... 2026-07-25 12:50:50,048 - freqtrade.configuration.configuration - INFO - Using data directory: /freqle/user_data/data/binance ... 2026-07-25 12:50:50,048 - freqtrade.configuration.configuration - INFO - Parameter --export detected: none ... 2026-07-25 12:50:50,048 - freqtrade.configuration.configuration - INFO - Parameter --cache=none detected ... 2026-07-25 12:50:50,049 - freqtrade.configuration.configuration - INFO - Filter trades by timerange: 20210101-20260101 2026-07-25 12:50:50,049 - freqtrade.exchange.check_exchange - INFO - Checking exchange... 2026-07-25 12:50:50,056 - freqtrade.exchange.check_exchange - INFO - Exchange "binance" is officially supported by the Freqtrade development team. 2026-07-25 12:50:50,056 - freqtrade.configuration.configuration - INFO - Using pairlist from configuration. 2026-07-25 12:50:50,057 - freqtrade.configuration.config_validation - INFO - Validating configuration ... 2026-07-25 12:50:50,059 - freqtrade.exchange.exchange - INFO - Instance is running with dry_run enabled 2026-07-25 12:50:50,059 - freqtrade.exchange.exchange - INFO - Using CCXT 4.5.61 2026-07-25 12:50:50,059 - freqtrade.exchange.exchange - INFO - Applying additional ccxt config: {'options': {'defaultType': 'swap'}} 2026-07-25 12:50:50,065 - freqtrade.exchange.exchange - INFO - Applying additional ccxt config: {'options': {'defaultType': 'swap'}} 2026-07-25 12:50:50,074 - freqtrade.exchange.exchange - INFO - Using Exchange "Binance" 2026-07-25 12:50:50,303 - freqtrade.resolvers.exchange_resolver - INFO - Using resolved exchange 'Binance'... 2026-07-25 12:50:50,313 - freqtrade.resolvers.iresolver - INFO - Using resolved strategy Boll from '/freqle/user_data/strategies/Boll.py'... 2026-07-25 12:50:50,313 - freqtrade.strategy.hyper - INFO - Found no parameter file. 2026-07-25 12:50:50,314 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'timeframe' with value from the configuration: 15m. 2026-07-25 12:50:50,314 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stake_currency' with value from the configuration: USDT. 2026-07-25 12:50:50,315 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stake_amount' with value from the configuration: 100. 2026-07-25 12:50:50,315 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'max_open_trades' with value from the configuration: 10. 2026-07-25 12:50:50,315 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using minimal_roi: {'0': 0.6} 2026-07-25 12:50:50,316 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using timeframe: 15m 2026-07-25 12:50:50,316 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stoploss: -0.2 2026-07-25 12:50:50,316 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop: True 2026-07-25 12:50:50,317 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop_positive: 0.012 2026-07-25 12:50:50,317 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop_positive_offset: 0.1 2026-07-25 12:50:50,317 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_only_offset_is_reached: True 2026-07-25 12:50:50,318 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using use_custom_stoploss: False 2026-07-25 12:50:50,318 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using process_only_new_candles: True 2026-07-25 12:50:50,318 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using order_types: {'entry': 'market', 'exit': 'market', 'stoploss': 'market', 'stoploss_on_exchange': True} 2026-07-25 12:50:50,319 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using order_time_in_force: {'entry': 'GTC', 'exit': 'GTC'} 2026-07-25 12:50:50,319 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stake_currency: USDT 2026-07-25 12:50:50,319 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stake_amount: 100 2026-07-25 12:50:50,320 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using startup_candle_count: 0 2026-07-25 12:50:50,320 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using use_exit_signal: False 2026-07-25 12:50:50,320 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using exit_profit_only: True 2026-07-25 12:50:50,321 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using ignore_roi_if_entry_signal: False 2026-07-25 12:50:50,321 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using exit_profit_offset: 0.1 2026-07-25 12:50:50,321 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using disable_dataframe_checks: False 2026-07-25 12:50:50,321 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using ignore_buying_expired_candle_after: 0 2026-07-25 12:50:50,322 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using position_adjustment_enable: False 2026-07-25 12:50:50,322 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using max_entry_position_adjustment: -1 2026-07-25 12:50:50,322 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using max_open_trades: 10 2026-07-25 12:50:50,323 - freqtrade.configuration.config_validation - INFO - Validating configuration ... 2026-07-25 12:50:50,326 - freqtrade.resolvers.iresolver - INFO - Using resolved pairlist StaticPairList from '/freqtrade/freqtrade/plugins/pairlist/StaticPairList.py'... 2026-07-25 12:50:50,355 - freqtrade.optimize.backtesting - INFO - Using fee 0.0500% - worst case fee from exchange (lowest tier). 2026-07-25 12:50:51,121 - freqtrade.data.history.datahandlers.idatahandler - WARNING - POL/USDT:USDT, futures, 15m, data starts at 2024-09-13 12:15:00 2026-07-25 12:50:51,635 - freqtrade.data.history.datahandlers.idatahandler - WARNING - APT/USDT:USDT, futures, 15m, data starts at 2022-10-19 02:00:00 2026-07-25 12:50:51,679 - freqtrade.data.history.datahandlers.idatahandler - WARNING - ICP/USDT:USDT, futures, 15m, data starts at 2022-09-27 02:30:00 2026-07-25 12:50:51,726 - freqtrade.data.history.datahandlers.idatahandler - WARNING - HBAR/USDT:USDT, futures, 15m, data starts at 2021-03-17 07:00:00 2026-07-25 12:50:51,863 - freqtrade.data.history.datahandlers.idatahandler - WARNING - ARB/USDT:USDT, futures, 15m, data starts at 2023-03-23 15:00:00 2026-07-25 12:50:51,905 - freqtrade.data.history.datahandlers.idatahandler - WARNING - OP/USDT:USDT, futures, 15m, data starts at 2022-06-01 14:00:00 2026-07-25 12:50:52,023 - freqtrade.data.history.datahandlers.idatahandler - WARNING - INJ/USDT:USDT, futures, 15m, data starts at 2022-08-17 02:45:00 2026-07-25 12:50:52,272 - freqtrade.data.history.datahandlers.idatahandler - WARNING - SUI/USDT:USDT, futures, 15m, data starts at 2023-05-03 16:00:00 2026-07-25 12:50:52,374 - freqtrade.data.history.datahandlers.idatahandler - WARNING - SEI/USDT:USDT, futures, 15m, data starts at 2023-08-17 02:30:00 2026-07-25 12:50:52,424 - freqtrade.optimize.backtesting - INFO - Loading data from 2021-01-01 00:00:00 up to 2026-01-01 00:00:00 (1826 days). 2026-07-25 12:50:52,502 - freqtrade.data.history.datahandlers.idatahandler - WARNING - POL/USDT:USDT, funding_rate, 1h, data starts at 2024-09-13 16:00:00 2026-07-25 12:50:52,558 - freqtrade.data.history.datahandlers.idatahandler - WARNING - APT/USDT:USDT, funding_rate, 1h, data starts at 2022-10-18 16:00:00 2026-07-25 12:50:52,565 - freqtrade.data.history.datahandlers.idatahandler - WARNING - ICP/USDT:USDT, funding_rate, 1h, data starts at 2021-05-11 08:00:00 2026-07-25 12:50:52,573 - freqtrade.data.history.datahandlers.idatahandler - WARNING - HBAR/USDT:USDT, funding_rate, 1h, data starts at 2021-03-17 08:00:00 2026-07-25 12:50:52,588 - freqtrade.data.history.datahandlers.idatahandler - WARNING - ARB/USDT:USDT, funding_rate, 1h, data starts at 2023-03-23 08:00:00 2026-07-25 12:50:52,595 - freqtrade.data.history.datahandlers.idatahandler - WARNING - OP/USDT:USDT, funding_rate, 1h, data starts at 2022-06-01 08:00:00 2026-07-25 12:50:52,609 - freqtrade.data.history.datahandlers.idatahandler - WARNING - INJ/USDT:USDT, funding_rate, 1h, data starts at 2022-08-16 16:00:00 2026-07-25 12:50:52,637 - freqtrade.data.history.datahandlers.idatahandler - WARNING - SUI/USDT:USDT, funding_rate, 1h, data starts at 2023-05-03 16:00:00 2026-07-25 12:50:52,651 - freqtrade.data.history.datahandlers.idatahandler - WARNING - SEI/USDT:USDT, funding_rate, 1h, data starts at 2023-08-16 16:00:00 2026-07-25 12:50:52,869 - freqtrade.data.history.datahandlers.idatahandler - WARNING - POL/USDT:USDT, mark, 1h, data starts at 2024-09-13 10:00:00 2026-07-25 12:50:53,024 - freqtrade.data.history.datahandlers.idatahandler - WARNING - APT/USDT:USDT, mark, 1h, data starts at 2022-10-19 01:00:00 2026-07-25 12:50:53,041 - freqtrade.data.history.datahandlers.idatahandler - WARNING - ICP/USDT:USDT, mark, 1h, data starts at 2021-05-11 02:00:00 2026-07-25 12:50:53,059 - freqtrade.data.history.datahandlers.idatahandler - WARNING - HBAR/USDT:USDT, mark, 1h, data starts at 2021-03-17 03:00:00 2026-07-25 12:50:53,103 - freqtrade.data.history.datahandlers.idatahandler - WARNING - ARB/USDT:USDT, mark, 1h, data starts at 2023-03-23 13:00:00 2026-07-25 12:50:53,126 - freqtrade.data.history.datahandlers.idatahandler - WARNING - OP/USDT:USDT, mark, 1h, data starts at 2022-06-01 06:00:00 2026-07-25 12:50:53,168 - freqtrade.data.history.datahandlers.idatahandler - WARNING - INJ/USDT:USDT, mark, 1h, data starts at 2022-08-16 08:00:00 2026-07-25 12:50:53,245 - freqtrade.data.history.datahandlers.idatahandler - WARNING - SUI/USDT:USDT, mark, 1h, data starts at 2023-05-03 12:00:00 2026-07-25 12:50:53,283 - freqtrade.data.history.datahandlers.idatahandler - WARNING - SEI/USDT:USDT, mark, 1h, data starts at 2023-08-16 09:00:00 2026-07-25 12:51:43,209 - freqtrade.optimize.backtesting - INFO - Dataload complete. Calculating indicators 2026-07-25 12:51:43,210 - freqtrade.optimize.backtesting - INFO - Running backtesting for Strategy Boll 2026-07-25 12:51:43,858 - freqtrade.optimize.backtesting - INFO - Backtesting with data from 2021-01-01 00:00:00 up to 2026-01-01 00:00:00 (1826 days). 2026-07-25 12:51:43,859 - freqtrade.plugins.protectionmanager - INFO - No protection Handlers defined. backtest ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 4/4 100% • 0:01:03 • 0:00:00 backtest ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 175296/175296 100% • 0:11:57 • 0:00:00 Result for strategy Boll BACKTESTING REPORT ┏━━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Pair ┃ Trades ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┡━━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━┩ │ SOL/USDT:USDT │ 10568 │ 2.21 │ 23341.134 │ 2334.11 │ 1:58:00 │ 6893 0 3675 65.2 │ │ DOGE/USDT:USDT │ 8914 │ 2.53 │ 22515.320 │ 2251.53 │ 2:25:00 │ 5695 0 3219 63.9 │ │ XRP/USDT:USDT │ 8660 │ 2.37 │ 20512.795 │ 2051.28 │ 3:09:00 │ 5612 0 3048 64.8 │ │ LINK/USDT:USDT │ 7888 │ 2.12 │ 16747.858 │ 1674.79 │ 2:01:00 │ 5197 0 2691 65.9 │ │ AVAX/USDT:USDT │ 8863 │ 1.88 │ 16421.631 │ 1642.16 │ 1:49:00 │ 5662 0 3201 63.9 │ │ ETH/USDT:USDT │ 7803 │ 1.92 │ 14972.010 │ 1497.2 │ 4:03:00 │ 5157 0 2646 66.1 │ │ ADA/USDT:USDT │ 8988 │ 1.66 │ 14910.197 │ 1491.02 │ 2:35:00 │ 5785 0 3203 64.4 │ │ UNI/USDT:USDT │ 5980 │ 2.43 │ 14446.945 │ 1444.69 │ 1:47:00 │ 3966 0 2014 66.3 │ │ DOT/USDT:USDT │ 7142 │ 1.88 │ 13439.804 │ 1343.98 │ 2:19:00 │ 4607 0 2535 64.5 │ │ ETC/USDT:USDT │ 4574 │ 2.78 │ 12701.747 │ 1270.17 │ 2:14:00 │ 3008 0 1566 65.8 │ │ BCH/USDT:USDT │ 5858 │ 2.15 │ 12603.602 │ 1260.36 │ 2:50:00 │ 3846 0 2012 65.7 │ │ FIL/USDT:USDT │ 4809 │ 2.45 │ 11758.088 │ 1175.81 │ 2:00:00 │ 3097 0 1712 64.4 │ │ ATOM/USDT:USDT │ 5425 │ 2.15 │ 11648.976 │ 1164.9 │ 1:51:00 │ 3529 0 1896 65.1 │ │ BNB/USDT:USDT │ 6704 │ 1.67 │ 11198.518 │ 1119.85 │ 4:44:00 │ 4382 0 2322 65.4 │ │ XLM/USDT:USDT │ 5168 │ 1.95 │ 10092.983 │ 1009.3 │ 2:58:00 │ 3365 0 1803 65.1 │ │ LTC/USDT:USDT │ 6338 │ 1.59 │ 10091.696 │ 1009.17 │ 2:50:00 │ 4069 0 2269 64.2 │ │ CRV/USDT:USDT │ 4089 │ 2.31 │ 9430.796 │ 943.08 │ 1:00:00 │ 2550 0 1539 62.4 │ │ VET/USDT:USDT │ 3662 │ 2.03 │ 7443.507 │ 744.35 │ 1:37:00 │ 2341 0 1321 63.9 │ │ AAVE/USDT:USDT │ 3594 │ 2.08 │ 7393.692 │ 739.37 │ 1:18:00 │ 2300 0 1294 64.0 │ │ BTC/USDT:USDT │ 5531 │ 1.34 │ 7291.050 │ 729.11 │ 6:29:00 │ 3627 0 1904 65.6 │ │ COMP/USDT:USDT │ 2827 │ 2.07 │ 5838.602 │ 583.86 │ 1:19:00 │ 1813 0 1014 64.1 │ │ SNX/USDT:USDT │ 3185 │ 1.68 │ 5347.305 │ 534.73 │ 1:04:00 │ 1974 0 1211 62.0 │ │ HBAR/USDT:USDT │ 3720 │ 1.35 │ 5036.103 │ 503.61 │ 1:47:00 │ 2335 0 1385 62.8 │ │ TRX/USDT:USDT │ 5013 │ 0.98 │ 4905.213 │ 490.52 │ 6:14:00 │ 3208 0 1805 64.0 │ │ OP/USDT:USDT │ 1709 │ 2.84 │ 4847.555 │ 484.76 │ 1:12:00 │ 1106 0 603 64.7 │ │ ICP/USDT:USDT │ 1838 │ 2.31 │ 4228.198 │ 422.82 │ 2:06:00 │ 1217 0 621 66.2 │ │ APT/USDT:USDT │ 2011 │ 2.1 │ 4223.806 │ 422.38 │ 1:45:00 │ 1307 0 704 65.0 │ │ INJ/USDT:USDT │ 1508 │ 2.69 │ 4047.480 │ 404.75 │ 1:10:00 │ 973 0 535 64.5 │ │ NEAR/USDT:USDT │ 2945 │ 1.31 │ 3837.744 │ 383.77 │ 0:56:00 │ 1774 0 1171 60.2 │ │ POL/USDT:USDT │ 1390 │ 1.64 │ 2284.967 │ 228.5 │ 2:36:00 │ 929 0 461 66.8 │ │ SUI/USDT:USDT │ 952 │ 2.27 │ 2164.225 │ 216.42 │ 1:14:00 │ 612 0 340 64.3 │ │ ARB/USDT:USDT │ 1009 │ 2.14 │ 2159.659 │ 215.97 │ 1:48:00 │ 652 0 357 64.6 │ │ SEI/USDT:USDT │ 726 │ 2.16 │ 1565.570 │ 156.56 │ 1:09:00 │ 455 0 271 62.7 │ │ TOTAL │ 159391 │ 2.01 │ 319448.776 │ 31944.88 │ 2:35:00 │ 103043 0 56348 64.6 │ └────────────────┴────────┴──────────────┴─────────────────┴──────────────┴──────────────┴───────────────────────────┘ LEFT OPEN TRADES REPORT ┏━━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Pair ┃ Trades ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┡━━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩ │ LINK/USDT:USDT │ 1 │ 5.47 │ 5.467 │ 0.55 │ 7:00:00 │ 1 0 0 100 │ │ SOL/USDT:USDT │ 1 │ 0.55 │ 0.551 │ 0.06 │ 7:00:00 │ 1 0 0 100 │ │ TRX/USDT:USDT │ 1 │ -0.79 │ -0.787 │ -0.08 │ 4 days, 1:45:00 │ 0 0 1 0 │ │ ADA/USDT:USDT │ 1 │ -2.7 │ -2.697 │ -0.27 │ 4:15:00 │ 0 0 1 0 │ │ BTC/USDT:USDT │ 1 │ -2.91 │ -2.799 │ -0.28 │ 7:15:00 │ 0 0 1 0 │ │ BCH/USDT:USDT │ 1 │ -6.23 │ -6.225 │ -0.62 │ 10:30:00 │ 0 0 1 0 │ │ BNB/USDT:USDT │ 1 │ -6.78 │ -6.758 │ -0.68 │ 7:15:00 │ 0 0 1 0 │ │ ETH/USDT:USDT │ 1 │ -9.57 │ -9.551 │ -0.96 │ 1 day, 9:00:00 │ 0 0 1 0 │ │ XLM/USDT:USDT │ 1 │ -11.96 │ -11.947 │ -1.19 │ 4:45:00 │ 0 0 1 0 │ │ DOT/USDT:USDT │ 1 │ -12.79 │ -12.782 │ -1.28 │ 3:45:00 │ 0 0 1 0 │ │ TOTAL │ 10 │ -4.77 │ -47.530 │ -4.75 │ 18:15:00 │ 2 0 8 20.0 │ └────────────────┴────────┴──────────────┴─────────────────┴──────────────┴─────────────────┴────────────────────────┘ ENTER TAG STATS ┏━━━━━━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Enter Tag ┃ Entries ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┡━━━━━━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━┩ │ Momentum Short │ 85378 │ 2.5 │ 212574.738 │ 21257.47 │ 2:25:00 │ 55809 0 29569 65.4 │ │ Momentum Long │ 74013 │ 1.45 │ 106874.038 │ 10687.4 │ 2:47:00 │ 47234 0 26779 63.8 │ │ TOTAL │ 159391 │ 2.01 │ 319448.776 │ 31944.88 │ 2:35:00 │ 103043 0 56348 64.6 │ └────────────────┴─────────┴──────────────┴─────────────────┴──────────────┴──────────────┴───────────────────────────┘ EXIT REASON STATS ┏━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Exit Reason ┃ Exits ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━┩ │ trailing_stop_loss │ 103987 │ 13.13 │ 1362047.135 │ 136204.71 │ 2:10:00 │ 101626 0 2361 97.7 │ │ roi │ 1415 │ 60.0 │ 84707.391 │ 8470.74 │ 0:28:00 │ 1415 0 0 100 │ │ force_exit │ 10 │ -4.77 │ -47.530 │ -4.75 │ 18:15:00 │ 2 0 8 20.0 │ │ stop_loss │ 53979 │ -20.94 │ -1127258.221 │ -112725.82 │ 3:27:00 │ 0 0 53979 0 │ │ TOTAL │ 159391 │ 2.01 │ 319448.776 │ 31944.88 │ 2:35:00 │ 103043 0 56348 64.6 │ └────────────────────┴────────┴──────────────┴─────────────────┴──────────────┴──────────────┴───────────────────────────┘ MIXED TAG STATS ┏━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Enter Tag ┃ Exit Reason ┃ Trades ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┡━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━┩ │ Momentum Short │ trailing_stop_loss │ 56501 │ 13.14 │ 739996.562 │ 73999.66 │ 1:59:00 │ 54884 0 1617 97.1 │ │ Momentum Long │ trailing_stop_loss │ 47486 │ 13.13 │ 622050.573 │ 62205.06 │ 2:22:00 │ 46742 0 744 98.4 │ │ Momentum Short │ roi │ 923 │ 60.0 │ 55224.552 │ 5522.46 │ 0:28:00 │ 923 0 0 100 │ │ Momentum Long │ roi │ 492 │ 60.01 │ 29482.839 │ 2948.28 │ 0:28:00 │ 492 0 0 100 │ │ Momentum Long │ force_exit │ 2 │ -5.18 │ -10.339 │ -1.03 │ 2 days, 17:22:00 │ 0 0 2 0 │ │ Momentum Short │ force_exit │ 8 │ -4.67 │ -37.191 │ -3.72 │ 6:28:00 │ 2 0 6 25.0 │ │ Momentum Long │ stop_loss │ 26033 │ -20.97 │ -544649.036 │ -54464.9 │ 3:35:00 │ 0 0 26033 0 │ │ Momentum Short │ stop_loss │ 27946 │ -20.92 │ -582609.185 │ -58260.92 │ 3:19:00 │ 0 0 27946 0 │ │ TOTAL │ │ 159391 │ 2.01 │ 319448.776 │ 31944.88 │ 2:35:00 │ 103043 0 56348 64.6 │ └────────────────┴────────────────────┴────────┴──────────────┴─────────────────┴──────────────┴──────────────────┴───────────────────────────┘ 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 │ 159391 / 87.29 │ │ Starting balance │ 1000 USDT │ │ Final balance │ 320448.776 USDT │ │ Absolute profit │ 319448.776 USDT │ │ Total profit % │ 31944.88% │ │ CAGR % │ 216.87% │ │ Sharpe (closed trades) │ 187.45 │ │ Sortino (closed trades) │ 1052.30 │ │ Calmar (closed trades) │ 14312.87 │ │ SQN │ 44.87 │ │ Mean profit p-value │ 0 │ │ Profit factor │ 1.28 │ │ Expectancy (Ratio) │ 2.00 (0.10) │ │ Avg. daily profit │ 174.945 USDT │ │ Avg. stake amount │ 99.724 USDT │ │ Market change │ 452.71% │ │ Total trade volume │ 317951220.646 USDT │ │ │ │ │ Long / Short trades │ 74013 / 85378 │ │ Long / Short profit % │ 10687.40% / 21257.47% │ │ Long / Short profit USDT │ 106874.038 / 212574.738 │ │ │ │ │ Best Pair │ SOL/USDT:USDT 2334.11% │ │ Worst Pair │ SEI/USDT:USDT 156.56% │ │ Best trade │ CRV/USDT:USDT 61.86% │ │ Worst trade │ TRX/USDT:USDT -27.53% │ │ Best day │ 3220.083 USDT │ │ Worst day │ -1337.037 USDT │ │ Days win/draw/lose │ 1286 / 0 / 541 │ │ Min/Max/Avg. Duration Winners │ 0d 00:00 / 6d 21:15 / 0d 02:11 │ │ Min/Max/Avg. Duration Losers │ 0d 00:00 / 8d 06:45 / 0d 03:19 │ │ Max Consecutive Wins / Loss │ 62 / 31 │ │ Rejected Entry signals │ 694196 │ │ Entry/Exit Timeouts │ 0 / 0 │ │ │ │ │ Min/Max balance (closed trades) │ 932.916 USDT / 320603.91 USDT │ │ Max % of account underwater │ 23.49% │ │ Absolute drawdown │ 1891.158 USDT (2.34%) │ │ Drawdown duration │ 2 days 15:45:00 │ │ Profit at drawdown start │ 79985.578 USDT │ │ Profit at drawdown end │ 78094.419 USDT │ │ Drawdown start │ 2021-09-07 14:45:00 │ │ Drawdown end │ 2021-09-10 06:30:00 │ │ │ │ │ Wallet based Metrics │ │ │ Min/Max balance (wallet balance) │ 953.855 USDT / 320603.91 USDT │ │ Min/Max balance dates (wallet balance) │ 2021-01-01 01:00:00 / 2025-12-19 20:00:00 │ │ Max % of account underwater (balance) │ 23.49% │ │ Absolute drawdown (wallet balance) │ 1891.158 USDT (2.34%) │ │ Drawdown duration │ 2 days 15:45:00 │ │ Profit at drawdown start │ 79985.578 USDT │ │ Profit at drawdown end │ 78094.419 USDT │ │ Drawdown start │ 2021-09-07 15:00:00 │ │ Drawdown end │ 2021-09-10 06:45:00 │ │ Sharpe (daily wallet balance) │ 2.77 │ │ Sortino (daily wallet balance) │ 16.90 │ │ Calmar (daily wallet balance) │ 14322.84 │ └────────────────────────────────────────┴───────────────────────────────────────────┘ 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 ┃ ┡━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━┩ │ Boll │ 159391 │ 2.01 │ 319448.776 │ 31944.88 │ 2:35:00 │ 103043 0 56348 64.6 │ 1891.158 USDT 2.34% │ └──────────┴────────┴──────────────┴─────────────────┴──────────────┴──────────────┴───────────────────────────┴──────────────────────┘