2026-07-29 00:20:22,190 - freqtrade.loggers - INFO - Enabling colorized output. 2026-07-29 00:20:22,191 - freqtrade.loggers - INFO - Logfile configured 2026-07-29 00:20:22,191 - freqtrade.loggers - INFO - Verbosity set to 0 2026-07-29 00:20:22,192 - freqtrade.configuration.configuration - INFO - Using additional Strategy lookup path: /freqle/user_data/strategies 2026-07-29 00:20:22,192 - freqtrade.configuration.configuration - INFO - Parameter --enable-protections detected, enabling Protections ... 2026-07-29 00:20:22,192 - freqtrade.configuration.configuration - INFO - Using max_open_trades: 10 ... 2026-07-29 00:20:22,193 - 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. 2026-07-29 00:20:22,197 - freqtrade.configuration.directory_operations - WARNING - Could not chown /freqle/user_data 2026-07-29 00:20:22,197 - freqtrade.configuration.configuration - INFO - Using user-data directory: /freqle/user_data ... 2026-07-29 00:20:22,198 - freqtrade.configuration.configuration - INFO - Using data directory: /freqle/user_data/data/binance ... 2026-07-29 00:20:22,198 - freqtrade.configuration.configuration - INFO - Parameter --export detected: none ... 2026-07-29 00:20:22,198 - freqtrade.configuration.configuration - INFO - Parameter --cache=none detected ... 2026-07-29 00:20:22,199 - freqtrade.configuration.configuration - INFO - Filter trades by timerange: 20210101-20260101 2026-07-29 00:20:22,200 - freqtrade.exchange.check_exchange - INFO - Checking exchange... 2026-07-29 00:20:22,207 - freqtrade.exchange.check_exchange - INFO - Exchange "binance" is officially supported by the Freqtrade development team. 2026-07-29 00:20:22,207 - freqtrade.configuration.configuration - INFO - Using pairlist from configuration. 2026-07-29 00:20:22,208 - freqtrade.configuration.config_validation - INFO - Validating configuration ... 2026-07-29 00:20:22,210 - freqtrade.exchange.exchange - INFO - Instance is running with dry_run enabled 2026-07-29 00:20:22,210 - freqtrade.exchange.exchange - INFO - Using CCXT 4.5.61 2026-07-29 00:20:22,210 - freqtrade.exchange.exchange - INFO - Applying additional ccxt config: {'options': {'defaultType': 'swap'}} 2026-07-29 00:20:22,216 - freqtrade.exchange.exchange - INFO - Applying additional ccxt config: {'options': {'defaultType': 'swap'}} 2026-07-29 00:20:22,223 - freqtrade.exchange.exchange - INFO - Using Exchange "Binance" 2026-07-29 00:20:22,444 - freqtrade.resolvers.exchange_resolver - INFO - Using resolved exchange 'Binance'... 2026-07-29 00:20:22,460 - freqtrade.resolvers.iresolver - INFO - Using resolved strategy madrid_ribbon from '/freqle/user_data/strategies/madrid_ribbon.py'... 2026-07-29 00:20:22,460 - freqtrade.strategy.hyper - INFO - Found no parameter file. 2026-07-29 00:20:22,460 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'timeframe' with value from the configuration: 15m. 2026-07-29 00:20:22,461 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stake_currency' with value from the configuration: USDT. 2026-07-29 00:20:22,461 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stake_amount' with value from the configuration: 100. 2026-07-29 00:20:22,461 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'max_open_trades' with value from the configuration: 10. 2026-07-29 00:20:22,462 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using minimal_roi: {'60': 0.01, '30': 0.03, '20': 0.04, '0': 0.05} 2026-07-29 00:20:22,462 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using timeframe: 15m 2026-07-29 00:20:22,462 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stoploss: -0.1 2026-07-29 00:20:22,463 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop: False 2026-07-29 00:20:22,463 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop_positive: 0.01 2026-07-29 00:20:22,463 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop_positive_offset: 0.02 2026-07-29 00:20:22,464 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_only_offset_is_reached: False 2026-07-29 00:20:22,464 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using use_custom_stoploss: False 2026-07-29 00:20:22,464 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using process_only_new_candles: False 2026-07-29 00:20:22,465 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using order_types: {'entry': 'limit', 'exit': 'limit', 'stoploss': 'market', 'stoploss_on_exchange': False} 2026-07-29 00:20:22,465 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using order_time_in_force: {'entry': 'GTC', 'exit': 'GTC'} 2026-07-29 00:20:22,465 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stake_currency: USDT 2026-07-29 00:20:22,466 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stake_amount: 100 2026-07-29 00:20:22,466 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using startup_candle_count: 0 2026-07-29 00:20:22,466 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using use_exit_signal: True 2026-07-29 00:20:22,467 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using exit_profit_only: False 2026-07-29 00:20:22,467 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using ignore_roi_if_entry_signal: False 2026-07-29 00:20:22,467 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using exit_profit_offset: 0.0 2026-07-29 00:20:22,468 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using disable_dataframe_checks: False 2026-07-29 00:20:22,468 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using ignore_buying_expired_candle_after: 0 2026-07-29 00:20:22,468 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using position_adjustment_enable: False 2026-07-29 00:20:22,469 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using max_entry_position_adjustment: -1 2026-07-29 00:20:22,469 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using max_open_trades: 10 2026-07-29 00:20:22,470 - freqtrade.configuration.config_validation - INFO - Validating configuration ... 2026-07-29 00:20:22,474 - freqtrade.resolvers.iresolver - INFO - Using resolved pairlist StaticPairList from '/freqtrade/freqtrade/plugins/pairlist/StaticPairList.py'... 2026-07-29 00:20:22,503 - freqtrade.optimize.backtesting - INFO - Using fee 0.0500% - worst case fee from exchange (lowest tier). 2026-07-29 00:20:23,266 - freqtrade.data.history.datahandlers.idatahandler - WARNING - POL/USDT:USDT, futures, 15m, data starts at 2024-09-13 12:15:00 2026-07-29 00:20:23,751 - freqtrade.data.history.datahandlers.idatahandler - WARNING - APT/USDT:USDT, futures, 15m, data starts at 2022-10-19 02:00:00 2026-07-29 00:20:23,797 - freqtrade.data.history.datahandlers.idatahandler - WARNING - ICP/USDT:USDT, futures, 15m, data starts at 2022-09-27 02:30:00 2026-07-29 00:20:23,844 - freqtrade.data.history.datahandlers.idatahandler - WARNING - HBAR/USDT:USDT, futures, 15m, data starts at 2021-03-17 07:00:00 2026-07-29 00:20:23,969 - freqtrade.data.history.datahandlers.idatahandler - WARNING - ARB/USDT:USDT, futures, 15m, data starts at 2023-03-23 15:00:00 2026-07-29 00:20:24,006 - freqtrade.data.history.datahandlers.idatahandler - WARNING - OP/USDT:USDT, futures, 15m, data starts at 2022-06-01 14:00:00 2026-07-29 00:20:24,119 - freqtrade.data.history.datahandlers.idatahandler - WARNING - INJ/USDT:USDT, futures, 15m, data starts at 2022-08-17 02:45:00 2026-07-29 00:20:24,352 - freqtrade.data.history.datahandlers.idatahandler - WARNING - SUI/USDT:USDT, futures, 15m, data starts at 2023-05-03 16:00:00 2026-07-29 00:20:24,453 - freqtrade.data.history.datahandlers.idatahandler - WARNING - SEI/USDT:USDT, futures, 15m, data starts at 2023-08-17 02:30:00 2026-07-29 00:20:24,502 - freqtrade.optimize.backtesting - INFO - Loading data from 2021-01-01 00:00:00 up to 2026-01-01 00:00:00 (1826 days). 2026-07-29 00:20:24,590 - freqtrade.data.history.datahandlers.idatahandler - WARNING - POL/USDT:USDT, funding_rate, 1h, data starts at 2024-09-13 16:00:00 2026-07-29 00:20:24,643 - freqtrade.data.history.datahandlers.idatahandler - WARNING - APT/USDT:USDT, funding_rate, 1h, data starts at 2022-10-18 16:00:00 2026-07-29 00:20:24,649 - freqtrade.data.history.datahandlers.idatahandler - WARNING - ICP/USDT:USDT, funding_rate, 1h, data starts at 2021-05-11 08:00:00 2026-07-29 00:20:24,656 - freqtrade.data.history.datahandlers.idatahandler - WARNING - HBAR/USDT:USDT, funding_rate, 1h, data starts at 2021-03-17 08:00:00 2026-07-29 00:20:24,669 - freqtrade.data.history.datahandlers.idatahandler - WARNING - ARB/USDT:USDT, funding_rate, 1h, data starts at 2023-03-23 08:00:00 2026-07-29 00:20:24,676 - freqtrade.data.history.datahandlers.idatahandler - WARNING - OP/USDT:USDT, funding_rate, 1h, data starts at 2022-06-01 08:00:00 2026-07-29 00:20:24,689 - freqtrade.data.history.datahandlers.idatahandler - WARNING - INJ/USDT:USDT, funding_rate, 1h, data starts at 2022-08-16 16:00:00 2026-07-29 00:20:24,715 - freqtrade.data.history.datahandlers.idatahandler - WARNING - SUI/USDT:USDT, funding_rate, 1h, data starts at 2023-05-03 16:00:00 2026-07-29 00:20:24,728 - freqtrade.data.history.datahandlers.idatahandler - WARNING - SEI/USDT:USDT, funding_rate, 1h, data starts at 2023-08-16 16:00:00 2026-07-29 00:20:24,946 - freqtrade.data.history.datahandlers.idatahandler - WARNING - POL/USDT:USDT, mark, 1h, data starts at 2024-09-13 10:00:00 2026-07-29 00:20:25,099 - freqtrade.data.history.datahandlers.idatahandler - WARNING - APT/USDT:USDT, mark, 1h, data starts at 2022-10-19 01:00:00 2026-07-29 00:20:25,115 - freqtrade.data.history.datahandlers.idatahandler - WARNING - ICP/USDT:USDT, mark, 1h, data starts at 2021-05-11 02:00:00 2026-07-29 00:20:25,133 - freqtrade.data.history.datahandlers.idatahandler - WARNING - HBAR/USDT:USDT, mark, 1h, data starts at 2021-03-17 03:00:00 2026-07-29 00:20:25,174 - freqtrade.data.history.datahandlers.idatahandler - WARNING - ARB/USDT:USDT, mark, 1h, data starts at 2023-03-23 13:00:00 2026-07-29 00:20:25,189 - freqtrade.data.history.datahandlers.idatahandler - WARNING - OP/USDT:USDT, mark, 1h, data starts at 2022-06-01 06:00:00 2026-07-29 00:20:25,226 - freqtrade.data.history.datahandlers.idatahandler - WARNING - INJ/USDT:USDT, mark, 1h, data starts at 2022-08-16 08:00:00 2026-07-29 00:20:25,303 - freqtrade.data.history.datahandlers.idatahandler - WARNING - SUI/USDT:USDT, mark, 1h, data starts at 2023-05-03 12:00:00 2026-07-29 00:20:25,338 - freqtrade.data.history.datahandlers.idatahandler - WARNING - SEI/USDT:USDT, mark, 1h, data starts at 2023-08-16 09:00:00 2026-07-29 00:21:15,208 - freqtrade.optimize.backtesting - INFO - Dataload complete. Calculating indicators 2026-07-29 00:21:15,209 - freqtrade.optimize.backtesting - INFO - Running backtesting for Strategy madrid_ribbon 2026-07-29 00:21:17,390 - freqtrade.optimize.backtesting - INFO - Backtesting with data from 2021-01-01 00:00:00 up to 2026-01-01 00:00:00 (1826 days). 2026-07-29 00:21:17,390 - freqtrade.plugins.protectionmanager - INFO - No protection Handlers defined. backtest ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 4/4 100% • 0:01:04 • 0:00:00 backtest ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 175296/175296 100% • 0:08:37 • 0:00:00 Result for strategy madrid_ribbon BACKTESTING REPORT ┏━━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Pair ┃ Trades ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┡━━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━┩ │ XLM/USDT:USDT │ 1789 │ 0.36 │ 650.393 │ 65.04 │ 7:15:00 │ 1334 0 455 74.6 │ │ UNI/USDT:USDT │ 2257 │ 0.29 │ 610.203 │ 61.02 │ 5:54:00 │ 1751 0 506 77.6 │ │ DOGE/USDT:USDT │ 3596 │ 0.16 │ 575.753 │ 57.58 │ 6:40:00 │ 2717 0 879 75.6 │ │ VET/USDT:USDT │ 785 │ 0.7 │ 547.304 │ 54.73 │ 5:20:00 │ 632 0 153 80.5 │ │ ETC/USDT:USDT │ 1334 │ 0.4 │ 532.898 │ 53.29 │ 6:22:00 │ 1012 0 322 75.9 │ │ ATOM/USDT:USDT │ 1754 │ 0.3 │ 520.459 │ 52.05 │ 5:56:00 │ 1350 0 404 77.0 │ │ FIL/USDT:USDT │ 1157 │ 0.45 │ 509.076 │ 50.91 │ 6:14:00 │ 880 0 277 76.1 │ │ DOT/USDT:USDT │ 2915 │ 0.17 │ 483.639 │ 48.36 │ 7:02:00 │ 2208 0 707 75.7 │ │ AVAX/USDT:USDT │ 3652 │ 0.14 │ 451.128 │ 45.11 │ 6:03:00 │ 2866 0 786 78.5 │ │ LTC/USDT:USDT │ 2408 │ 0.18 │ 438.130 │ 43.81 │ 7:47:00 │ 1761 0 647 73.1 │ │ AAVE/USDT:USDT │ 873 │ 0.53 │ 421.332 │ 42.13 │ 5:02:00 │ 691 0 182 79.2 │ │ LINK/USDT:USDT │ 3266 │ 0.13 │ 409.096 │ 40.91 │ 6:37:00 │ 2527 0 739 77.4 │ │ ADA/USDT:USDT │ 3610 │ 0.1 │ 350.121 │ 35.01 │ 7:24:00 │ 2691 0 919 74.5 │ │ APT/USDT:USDT │ 631 │ 0.55 │ 346.151 │ 34.62 │ 5:55:00 │ 498 0 133 78.9 │ │ ETH/USDT:USDT │ 3441 │ 0.1 │ 343.151 │ 34.32 │ 8:49:00 │ 2489 0 952 72.3 │ │ HBAR/USDT:USDT │ 986 │ 0.34 │ 333.323 │ 33.33 │ 6:01:00 │ 746 0 240 75.7 │ │ CRV/USDT:USDT │ 876 │ 0.32 │ 278.362 │ 27.84 │ 4:34:00 │ 690 0 186 78.8 │ │ SNX/USDT:USDT │ 707 │ 0.37 │ 259.606 │ 25.96 │ 4:34:00 │ 550 0 157 77.8 │ │ BCH/USDT:USDT │ 2203 │ 0.12 │ 254.132 │ 25.41 │ 7:49:00 │ 1598 0 605 72.5 │ │ COMP/USDT:USDT │ 627 │ 0.4 │ 252.310 │ 25.23 │ 5:32:00 │ 473 0 154 75.4 │ │ NEAR/USDT:USDT │ 604 │ 0.36 │ 215.070 │ 21.51 │ 4:27:00 │ 469 0 135 77.6 │ │ OP/USDT:USDT │ 447 │ 0.36 │ 159.495 │ 15.95 │ 5:48:00 │ 342 0 105 76.5 │ │ SOL/USDT:USDT │ 4225 │ 0.04 │ 159.196 │ 15.92 │ 6:23:00 │ 3245 0 980 76.8 │ │ BTC/USDT:USDT │ 2834 │ 0.07 │ 128.710 │ 12.87 │ 11:13:00 │ 1878 0 956 66.3 │ │ POL/USDT:USDT │ 659 │ 0.19 │ 126.277 │ 12.63 │ 7:40:00 │ 492 0 167 74.7 │ │ SUI/USDT:USDT │ 304 │ 0.37 │ 111.803 │ 11.18 │ 5:24:00 │ 236 0 68 77.6 │ │ SEI/USDT:USDT │ 179 │ 0.45 │ 80.948 │ 8.09 │ 4:49:00 │ 138 0 41 77.1 │ │ ARB/USDT:USDT │ 281 │ 0.28 │ 77.756 │ 7.78 │ 6:33:00 │ 207 0 74 73.7 │ │ INJ/USDT:USDT │ 377 │ 0.2 │ 74.201 │ 7.42 │ 5:41:00 │ 284 0 93 75.3 │ │ ICP/USDT:USDT │ 529 │ 0.14 │ 73.879 │ 7.39 │ 7:21:00 │ 384 0 145 72.6 │ │ BNB/USDT:USDT │ 3078 │ -0.01 │ -41.262 │ -4.13 │ 9:46:00 │ 2100 0 978 68.2 │ │ XRP/USDT:USDT │ 3324 │ -0.03 │ -94.047 │ -9.4 │ 8:23:00 │ 2344 0 980 70.5 │ │ TRX/USDT:USDT │ 2469 │ -0.04 │ -95.739 │ -9.57 │ 11:19:00 │ 1614 0 855 65.4 │ │ TOTAL │ 58177 │ 0.17 │ 9542.854 │ 954.29 │ 7:21:00 │ 43197 0 14980 74.3 │ └────────────────┴────────┴──────────────┴─────────────────┴──────────────┴──────────────┴──────────────────────────┘ LEFT OPEN TRADES REPORT ┏━━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Pair ┃ Trades ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┡━━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩ │ LINK/USDT:USDT │ 1 │ 0.47 │ 0.473 │ 0.05 │ 6:30:00 │ 1 0 0 100 │ │ AVAX/USDT:USDT │ 1 │ -0.02 │ -0.018 │ -0.0 │ 6:30:00 │ 0 0 1 0 │ │ BTC/USDT:USDT │ 1 │ -0.05 │ -0.046 │ -0.0 │ 0:30:00 │ 0 0 1 0 │ │ LTC/USDT:USDT │ 1 │ -0.19 │ -0.187 │ -0.02 │ 5:45:00 │ 0 0 1 0 │ │ ADA/USDT:USDT │ 1 │ -0.21 │ -0.209 │ -0.02 │ 6:45:00 │ 0 0 1 0 │ │ POL/USDT:USDT │ 1 │ -0.29 │ -0.290 │ -0.03 │ 6:30:00 │ 0 0 1 0 │ │ DOGE/USDT:USDT │ 1 │ -0.3 │ -0.297 │ -0.03 │ 4:00:00 │ 0 0 1 0 │ │ DOT/USDT:USDT │ 1 │ -0.6 │ -0.595 │ -0.06 │ 6:30:00 │ 0 0 1 0 │ │ BCH/USDT:USDT │ 1 │ -0.92 │ -0.915 │ -0.09 │ 7:30:00 │ 0 0 1 0 │ │ XRP/USDT:USDT │ 1 │ -1.92 │ -1.922 │ -0.19 │ 10:30:00 │ 0 0 1 0 │ │ TOTAL │ 10 │ -0.4 │ -4.006 │ -0.4 │ 6:06:00 │ 1 0 9 10.0 │ └────────────────┴────────┴──────────────┴─────────────────┴──────────────┴──────────────┴────────────────────────┘ ENTER TAG STATS ┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Enter Tag ┃ Entries ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━┩ │ OTHER │ 58177 │ 0.17 │ 9542.854 │ 954.29 │ 7:21:00 │ 43197 0 14980 74.3 │ │ TOTAL │ 58177 │ 0.17 │ 9542.854 │ 954.29 │ 7:21:00 │ 43197 0 14980 74.3 │ └───────────┴─────────┴──────────────┴─────────────────┴──────────────┴──────────────┴──────────────────────────┘ EXIT REASON STATS ┏━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Exit Reason ┃ Exits ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┡━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━┩ │ roi │ 42594 │ 1.52 │ 63150.423 │ 6315.04 │ 3:19:00 │ 42594 0 0 100 │ │ force_exit │ 10 │ -0.4 │ -4.006 │ -0.4 │ 6:06:00 │ 1 0 9 10.0 │ │ exit_signal │ 12381 │ -1.83 │ -22150.607 │ -2215.06 │ 19:28:00 │ 602 0 11779 4.9 │ │ stop_loss │ 3192 │ -10.11 │ -31452.956 │ -3145.3 │ 14:21:00 │ 0 0 3192 0 │ │ TOTAL │ 58177 │ 0.17 │ 9542.854 │ 954.29 │ 7:21:00 │ 43197 0 14980 74.3 │ └─────────────┴───────┴──────────────┴─────────────────┴──────────────┴──────────────┴──────────────────────────┘ MIXED TAG STATS ┏━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Enter Tag ┃ Exit Reason ┃ Trades ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┡━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━┩ │ │ roi │ 42594 │ 1.52 │ 63150.423 │ 6315.04 │ 3:19:00 │ 42594 0 0 100 │ │ │ force_exit │ 10 │ -0.4 │ -4.006 │ -0.4 │ 6:06:00 │ 1 0 9 10.0 │ │ │ exit_signal │ 12381 │ -1.83 │ -22150.607 │ -2215.06 │ 19:28:00 │ 602 0 11779 4.9 │ │ │ stop_loss │ 3192 │ -10.11 │ -31452.956 │ -3145.3 │ 14:21:00 │ 0 0 3192 0 │ │ TOTAL │ │ 58177 │ 0.17 │ 9542.854 │ 954.29 │ 7:21:00 │ 43197 0 14980 74.3 │ └───────────┴─────────────┴────────┴──────────────┴─────────────────┴──────────────┴──────────────┴──────────────────────────┘ 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 │ 58177 / 31.86 │ │ Starting balance │ 1000 USDT │ │ Final balance │ 10542.854 USDT │ │ Absolute profit │ 9542.854 USDT │ │ Total profit % │ 954.29% │ │ CAGR % │ 60.13% │ │ Sharpe (closed trades) │ 33.40 │ │ Sortino (closed trades) │ 28.29 │ │ Calmar (closed trades) │ 40.54 │ │ SQN │ 13.24 │ │ Mean profit p-value │ 6.196e-40 │ │ Profit factor │ 1.18 │ │ Expectancy (Ratio) │ 0.16 (0.05) │ │ Avg. daily profit │ 5.226 USDT │ │ Avg. stake amount │ 97.441 USDT │ │ Market change │ 452.71% │ │ Total trade volume │ 11334413.903 USDT │ │ │ │ │ Long / Short trades │ 27257 / 30920 │ │ Long / Short profit % │ 23.55% / 930.73% │ │ Long / Short profit USDT │ 235.538 / 9307.316 │ │ │ │ │ Best Pair │ XLM/USDT:USDT 65.04% │ │ Worst Pair │ TRX/USDT:USDT -9.57% │ │ Best trade │ CRV/USDT:USDT 5.08% │ │ Worst trade │ SOL/USDT:USDT -11.62% │ │ Best day │ 362.845 USDT │ │ Worst day │ -135.115 USDT │ │ Days win/draw/lose │ 916 / 0 / 909 │ │ Min/Max/Avg. Duration Winners │ 0d 00:00 / 2d 10:15 / 0d 03:28 │ │ Min/Max/Avg. Duration Losers │ 0d 00:00 / 5d 15:45 / 0d 18:34 │ │ Max Consecutive Wins / Loss │ 163 / 28 │ │ Rejected Entry signals │ 1000939 │ │ Entry/Exit Timeouts │ 0 / 0 │ │ │ │ │ Min/Max balance (closed trades) │ 978.54 USDT / 10599.94 USDT │ │ Max % of account underwater │ 24.63% │ │ Absolute drawdown │ 635.454 USDT (24.63%) │ │ Drawdown duration │ 0 days 03:45:00 │ │ Profit at drawdown start │ 1580.222 USDT │ │ Profit at drawdown end │ 944.768 USDT │ │ Drawdown start │ 2021-05-19 13:00:00 │ │ Drawdown end │ 2021-05-19 16:45:00 │ │ │ │ │ Wallet based Metrics │ │ │ Min/Max balance (wallet balance) │ 978.54 USDT / 10599.94 USDT │ │ Min/Max balance dates (wallet balance) │ 2021-01-11 03:00:00 / 2025-12-19 02:15:00 │ │ Max % of account underwater (balance) │ 24.63% │ │ Absolute drawdown (wallet balance) │ 635.454 USDT (24.63%) │ │ Drawdown duration │ 0 days 03:45:00 │ │ Profit at drawdown start │ 1580.222 USDT │ │ Profit at drawdown end │ 944.768 USDT │ │ Drawdown start │ 2021-05-19 13:15:00 │ │ Drawdown end │ 2021-05-19 17:00:00 │ │ Sharpe (daily wallet balance) │ 2.04 │ │ Sortino (daily wallet balance) │ 4.06 │ │ Calmar (daily wallet balance) │ 40.58 │ └────────────────────────────────────────┴───────────────────────────────────────────┘ 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 ┃ ┡━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━┩ │ madrid_ribbon │ 58177 │ 0.17 │ 9542.854 │ 954.29 │ 7:21:00 │ 43197 0 14980 74.3 │ 635.454 USDT 24.63% │ └───────────────┴────────┴──────────────┴─────────────────┴──────────────┴──────────────┴──────────────────────────┴──────────────────────┘