2026-07-25 05:19:50,693 - freqtrade.loggers - INFO - Enabling colorized output. 2026-07-25 05:19:50,693 - freqtrade.loggers - INFO - Logfile configured 2026-07-25 05:19:50,694 - freqtrade.loggers - INFO - Verbosity set to 0 2026-07-25 05:19:50,694 - freqtrade.configuration.configuration - INFO - Using additional Strategy lookup path: /freqle/user_data/strategies 2026-07-25 05:19:50,694 - freqtrade.configuration.configuration - INFO - Parameter --enable-protections detected, enabling Protections ... 2026-07-25 05:19:50,695 - freqtrade.configuration.configuration - INFO - Using max_open_trades: 10 ... 2026-07-25 05:19:50,695 - 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 05:19:50,698 - freqtrade.configuration.directory_operations - WARNING - Could not chown /freqle/user_data 2026-07-25 05:19:50,699 - freqtrade.configuration.configuration - INFO - Using user-data directory: /freqle/user_data ... 2026-07-25 05:19:50,699 - freqtrade.configuration.configuration - INFO - Using data directory: /freqle/user_data/data/binance ... 2026-07-25 05:19:50,700 - freqtrade.configuration.configuration - INFO - Parameter --export detected: none ... 2026-07-25 05:19:50,700 - freqtrade.configuration.configuration - INFO - Parameter --cache=none detected ... 2026-07-25 05:19:50,700 - freqtrade.configuration.configuration - INFO - Filter trades by timerange: 20210101-20260101 2026-07-25 05:19:50,701 - freqtrade.exchange.check_exchange - INFO - Checking exchange... 2026-07-25 05:19:50,708 - freqtrade.exchange.check_exchange - INFO - Exchange "binance" is officially supported by the Freqtrade development team. 2026-07-25 05:19:50,708 - freqtrade.configuration.configuration - INFO - Using pairlist from configuration. 2026-07-25 05:19:50,708 - freqtrade.configuration.config_validation - INFO - Validating configuration ... 2026-07-25 05:19:50,710 - freqtrade.exchange.exchange - INFO - Instance is running with dry_run enabled 2026-07-25 05:19:50,711 - freqtrade.exchange.exchange - INFO - Using CCXT 4.5.61 2026-07-25 05:19:50,723 - freqtrade.exchange.exchange - INFO - Using Exchange "Binance" 2026-07-25 05:19:50,916 - freqtrade.resolvers.exchange_resolver - INFO - Using resolved exchange 'Binance'... 2026-07-25 05:19:50,934 - freqtrade.resolvers.iresolver - INFO - Using resolved strategy DS_Green_5m from '/freqle/user_data/strategies/DS_Green_5m.py'... 2026-07-25 05:19:50,934 - freqtrade.strategy.hyper - INFO - Found no parameter file. 2026-07-25 05:19:50,935 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'timeframe' with value from the configuration: 5m. 2026-07-25 05:19:50,935 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stake_currency' with value from the configuration: USDT. 2026-07-25 05:19:50,935 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stake_amount' with value from the configuration: 100. 2026-07-25 05:19:50,936 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'max_open_trades' with value from the configuration: 10. 2026-07-25 05:19:50,936 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using minimal_roi: {'0': 100} 2026-07-25 05:19:50,936 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using timeframe: 5m 2026-07-25 05:19:50,937 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stoploss: -0.99 2026-07-25 05:19:50,937 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop: False 2026-07-25 05:19:50,937 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop_positive: 0.013 2026-07-25 05:19:50,937 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop_positive_offset: 0.0205 2026-07-25 05:19:50,938 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_only_offset_is_reached: True 2026-07-25 05:19:50,938 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using use_custom_stoploss: True 2026-07-25 05:19:50,939 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using process_only_new_candles: True 2026-07-25 05:19:50,939 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using order_types: {'entry': 'limit', 'exit': 'market', 'trailing_stop_loss': 'market', 'emergency_exit': 'market', 'force_entry': 'market', 'force_exit': 'market', 'stoploss': 'market', 'stoploss_on_exchange': False, 'stoploss_on_exchange_interval': 60, 'stoploss_on_exchange_limit_ratio': 0.99} 2026-07-25 05:19:50,939 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using order_time_in_force: {'entry': 'gtc', 'exit': 'gtc'} 2026-07-25 05:19:50,940 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stake_currency: USDT 2026-07-25 05:19:50,940 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stake_amount: 100 2026-07-25 05:19:50,940 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using startup_candle_count: 400 2026-07-25 05:19:50,941 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using use_exit_signal: True 2026-07-25 05:19:50,941 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using exit_profit_only: True 2026-07-25 05:19:50,941 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using ignore_roi_if_entry_signal: False 2026-07-25 05:19:50,941 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using exit_profit_offset: 0.01 2026-07-25 05:19:50,942 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using disable_dataframe_checks: False 2026-07-25 05:19:50,942 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using ignore_buying_expired_candle_after: 0 2026-07-25 05:19:50,942 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using position_adjustment_enable: False 2026-07-25 05:19:50,943 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using max_entry_position_adjustment: -1 2026-07-25 05:19:50,943 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using max_open_trades: 10 2026-07-25 05:19:50,943 - freqtrade.configuration.config_validation - INFO - Validating configuration ... 2026-07-25 05:19:50,947 - freqtrade.resolvers.iresolver - INFO - Using resolved pairlist StaticPairList from '/freqtrade/freqtrade/plugins/pairlist/StaticPairList.py'... 2026-07-25 05:19:51,050 - freqtrade.optimize.backtesting - INFO - Using fee 0.1000% - worst case fee from exchange (lowest tier). 2026-07-25 05:19:52,783 - freqtrade.data.history.datahandlers.idatahandler - INFO - Price jump in AVAX/USDT, 5m, spot between two candles of 35.97% detected. 2026-07-25 05:19:53,332 - freqtrade.data.history.datahandlers.idatahandler - WARNING - POL/USDT, spot, 5m, data starts at 2024-09-13 10:00:00 2026-07-25 05:19:54,695 - freqtrade.data.history.datahandlers.idatahandler - WARNING - APT/USDT, spot, 5m, data starts at 2022-10-19 01:00:00 2026-07-25 05:19:54,815 - freqtrade.data.history.datahandlers.idatahandler - WARNING - ICP/USDT, spot, 5m, data starts at 2021-05-11 01:00:00 2026-07-25 05:19:55,341 - freqtrade.data.history.datahandlers.idatahandler - WARNING - ARB/USDT, spot, 5m, data starts at 2023-03-23 15:00:00 2026-07-25 05:19:55,439 - freqtrade.data.history.datahandlers.idatahandler - WARNING - OP/USDT, spot, 5m, data starts at 2022-06-01 08:00:00 2026-07-25 05:19:56,474 - freqtrade.data.history.datahandlers.idatahandler - WARNING - SUI/USDT, spot, 5m, data starts at 2023-05-03 12:00:00 2026-07-25 05:19:56,752 - freqtrade.data.history.datahandlers.idatahandler - WARNING - SEI/USDT, spot, 5m, data starts at 2023-08-15 12:00:00 2026-07-25 05:19:56,873 - freqtrade.optimize.backtesting - INFO - Loading data from 2020-12-30 14:40:00 up to 2026-01-01 00:00:00 (1827 days). 2026-07-25 05:22:34,716 - freqtrade.optimize.backtesting - INFO - Dataload complete. Calculating indicators 2026-07-25 05:22:34,717 - freqtrade.optimize.backtesting - INFO - Running backtesting for Strategy DS_Green_5m 2026-07-25 05:22:34,717 - freqtrade.strategy.hyper - INFO - Strategy Parameter: base_nb_candles_buy = 12 2026-07-25 05:22:34,718 - freqtrade.strategy.hyper - INFO - Strategy Parameter: buy_adx = 28 2026-07-25 05:22:34,718 - freqtrade.strategy.hyper - INFO - Strategy Parameter: buy_ema_cofi = 0.979 2026-07-25 05:22:34,718 - freqtrade.strategy.hyper - INFO - Strategy Parameter: buy_ewo_high = 2.134 2026-07-25 05:22:34,719 - freqtrade.strategy.hyper - INFO - Strategy Parameter: buy_fastd = 26 2026-07-25 05:22:34,719 - freqtrade.strategy.hyper - INFO - Strategy Parameter: buy_fastk = 26 2026-07-25 05:22:34,719 - freqtrade.strategy.hyper - INFO - Strategy Parameter: cofi_enabled = True 2026-07-25 05:22:34,720 - freqtrade.strategy.hyper - INFO - Strategy Parameter: dca_min_rsi = 64 2026-07-25 05:22:34,720 - freqtrade.strategy.hyper - INFO - Strategy Parameter: ewo1_enabled = True 2026-07-25 05:22:34,720 - freqtrade.strategy.hyper - INFO - Strategy Parameter: ewo2_enabled = True 2026-07-25 05:22:34,721 - freqtrade.strategy.hyper - INFO - Strategy Parameter: ewo_high = 3.233 2026-07-25 05:22:34,721 - freqtrade.strategy.hyper - INFO - Strategy Parameter: ewo_low = -15.317 2026-07-25 05:22:34,721 - freqtrade.strategy.hyper - INFO - Strategy Parameter: high_offset_1 = 0.969 2026-07-25 05:22:34,722 - freqtrade.strategy.hyper - INFO - Strategy Parameter: high_offset_2 = 1.08 2026-07-25 05:22:34,722 - freqtrade.strategy.hyper - INFO - Strategy Parameter: lambo2_ema_14_factor = 0.979 2026-07-25 05:22:34,722 - freqtrade.strategy.hyper - INFO - Strategy Parameter: lambo2_enabled = True 2026-07-25 05:22:34,723 - freqtrade.strategy.hyper - INFO - Strategy Parameter: lambo2_rsi_14_limit = 44 2026-07-25 05:22:34,723 - freqtrade.strategy.hyper - INFO - Strategy Parameter: lambo2_rsi_4_limit = 31 2026-07-25 05:22:34,723 - freqtrade.strategy.hyper - INFO - Strategy Parameter: low_offset_1 = 0.995 2026-07-25 05:22:34,724 - freqtrade.strategy.hyper - INFO - Strategy Parameter: low_offset_2 = 0.985 2026-07-25 05:22:34,724 - freqtrade.strategy.hyper - INFO - Strategy Parameter: rsi_buy = 48 2026-07-25 05:22:34,724 - freqtrade.strategy.hyper - INFO - Strategy Parameter: base_nb_candles_sell = 9 2026-07-25 05:22:34,725 - freqtrade.strategy.hyper - INFO - Strategy Parameter: high_offset_above = 1.008 2026-07-25 05:22:34,725 - freqtrade.strategy.hyper - INFO - Strategy Parameter: high_offset_below = 1.022 2026-07-25 05:22:34,725 - freqtrade.strategy.hyper - INFO - Strategy Parameter: pHSL = -0.397 2026-07-25 05:22:34,726 - freqtrade.strategy.hyper - INFO - Strategy Parameter: pPF_1 = 0.012 2026-07-25 05:22:34,726 - freqtrade.strategy.hyper - INFO - Strategy Parameter: pPF_2 = 0.07 2026-07-25 05:22:34,726 - freqtrade.strategy.hyper - INFO - Strategy Parameter: pSL_1 = 0.015 2026-07-25 05:22:34,727 - freqtrade.strategy.hyper - INFO - Strategy Parameter: pSL_2 = 0.068 2026-07-25 05:22:34,749 - freqtrade.data.dataprovider - INFO - Loading data for BTC/USDT 1h from 2020-12-15 08:00:00 to 2026-01-01 00:00:00 2026-07-25 05:22:34,815 - freqtrade.data.dataprovider - INFO - Loading data for BTC/USDT 5m from 2020-12-30 14:40:00 to 2026-01-01 00:00:00 2026-07-25 05:22:48,767 - 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 05:22:48,769 - freqtrade.resolvers.iresolver - INFO - Using resolved protection CooldownPeriod from '/freqtrade/freqtrade/plugins/protections/cooldown_period.py'... 2026-07-25 05:22:48,772 - freqtrade.resolvers.iresolver - INFO - Using resolved protection MaxDrawdown from '/freqtrade/freqtrade/plugins/protections/max_drawdown_protection.py'... 2026-07-25 05:22:48,774 - freqtrade.resolvers.iresolver - INFO - Using resolved protection StoplossGuard from '/freqtrade/freqtrade/plugins/protections/stoploss_guard.py'... 2026-07-25 05:22:48,776 - freqtrade.resolvers.iresolver - INFO - Using resolved protection LowProfitPairs from '/freqtrade/freqtrade/plugins/protections/low_profit_pairs.py'... 2026-07-25 05:22:48,777 - freqtrade.resolvers.iresolver - INFO - Using resolved protection LowProfitPairs from '/freqtrade/freqtrade/plugins/protections/low_profit_pairs.py'... backtest ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 4/4 100% • 0:03:29 • 0:00:00 backtest ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 525888/525888 100% • 0:11:15 • 0:00:00 Result for strategy DS_Green_5m BACKTESTING REPORT ┏━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Pair ┃ Trades ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┡━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩ │ HBAR/USDT │ 335 │ 0.78 │ 262.693 │ 26.27 │ 3:37:00 │ 269 0 66 80.3 │ │ DOGE/USDT │ 393 │ 0.49 │ 193.290 │ 19.33 │ 4:46:00 │ 302 0 91 76.8 │ │ ATOM/USDT │ 280 │ 0.59 │ 165.144 │ 16.51 │ 5:22:00 │ 219 0 61 78.2 │ │ DOT/USDT │ 240 │ 0.63 │ 152.284 │ 15.23 │ 5:40:00 │ 190 0 50 79.2 │ │ ADA/USDT │ 212 │ 0.68 │ 144.512 │ 14.45 │ 5:10:00 │ 172 0 40 81.1 │ │ NEAR/USDT │ 362 │ 0.4 │ 142.812 │ 14.28 │ 4:59:00 │ 276 0 86 76.2 │ │ ETC/USDT │ 182 │ 0.77 │ 140.293 │ 14.03 │ 5:25:00 │ 147 0 35 80.8 │ │ XRP/USDT │ 233 │ 0.48 │ 112.977 │ 11.3 │ 6:42:00 │ 177 0 56 76.0 │ │ BNB/USDT │ 106 │ 1.04 │ 110.028 │ 11.0 │ 4:53:00 │ 88 0 18 83.0 │ │ VET/USDT │ 279 │ 0.36 │ 101.140 │ 10.11 │ 5:10:00 │ 222 0 57 79.6 │ │ COMP/USDT │ 232 │ 0.43 │ 100.125 │ 10.01 │ 6:12:00 │ 176 0 56 75.9 │ │ XLM/USDT │ 141 │ 0.7 │ 98.949 │ 9.89 │ 4:12:00 │ 115 0 26 81.6 │ │ AVAX/USDT │ 431 │ 0.22 │ 95.389 │ 9.54 │ 4:29:00 │ 321 0 110 74.5 │ │ SOL/USDT │ 389 │ 0.24 │ 94.898 │ 9.49 │ 5:07:00 │ 291 0 98 74.8 │ │ SUI/USDT │ 124 │ 0.68 │ 84.230 │ 8.42 │ 6:49:00 │ 98 0 26 79.0 │ │ INJ/USDT │ 398 │ 0.21 │ 82.892 │ 8.29 │ 4:27:00 │ 296 0 102 74.4 │ │ FIL/USDT │ 214 │ 0.32 │ 67.984 │ 6.8 │ 6:56:00 │ 159 0 55 74.3 │ │ LTC/USDT │ 113 │ 0.53 │ 59.395 │ 5.94 │ 6:04:00 │ 87 0 26 77.0 │ │ SNX/USDT │ 385 │ 0.14 │ 52.828 │ 5.28 │ 4:40:00 │ 291 0 94 75.6 │ │ TRX/USDT │ 84 │ 0.44 │ 37.088 │ 3.71 │ 6:34:00 │ 63 0 21 75.0 │ │ UNI/USDT │ 212 │ 0.16 │ 33.310 │ 3.33 │ 5:19:00 │ 158 0 54 74.5 │ │ BCH/USDT │ 133 │ 0.24 │ 31.275 │ 3.13 │ 6:03:00 │ 98 0 35 73.7 │ │ POL/USDT │ 28 │ 1.11 │ 31.108 │ 3.11 │ 5:18:00 │ 23 0 5 82.1 │ │ SEI/USDT │ 129 │ 0.18 │ 22.920 │ 2.29 │ 5:04:00 │ 92 0 37 71.3 │ │ AAVE/USDT │ 245 │ 0.08 │ 19.833 │ 1.98 │ 4:58:00 │ 183 0 62 74.7 │ │ ETH/USDT │ 68 │ 0.27 │ 18.653 │ 1.87 │ 5:21:00 │ 52 0 16 76.5 │ │ ARB/USDT │ 86 │ 0.21 │ 18.325 │ 1.83 │ 8:28:00 │ 60 0 26 69.8 │ │ APT/USDT │ 151 │ 0.07 │ 10.278 │ 1.03 │ 6:55:00 │ 105 0 46 69.5 │ │ ICP/USDT │ 347 │ 0.02 │ 6.357 │ 0.64 │ 5:29:00 │ 256 0 91 73.8 │ │ BTC/USDT │ 29 │ -0.06 │ -1.733 │ -0.17 │ 8:32:00 │ 21 0 8 72.4 │ │ LINK/USDT │ 209 │ -0.02 │ -3.986 │ -0.4 │ 6:15:00 │ 149 0 60 71.3 │ │ CRV/USDT │ 430 │ -0.02 │ -10.128 │ -1.01 │ 4:49:00 │ 319 0 111 74.2 │ │ OP/USDT │ 243 │ -0.32 │ -77.660 │ -7.77 │ 5:31:00 │ 169 0 74 69.5 │ │ TOTAL │ 7443 │ 0.32 │ 2397.502 │ 239.75 │ 5:18:00 │ 5644 0 1799 75.8 │ └───────────┴────────┴──────────────┴─────────────────┴──────────────┴──────────────┴────────────────────────┘ 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% ┃ ┡━━━━━━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩ │ lambo2_ │ 7299 │ 0.29 │ 2111.159 │ 211.12 │ 5:22:00 │ 5526 0 1773 75.7 │ │ lambo2_eworsi_ │ 93 │ 1.61 │ 149.334 │ 14.93 │ 2:05:00 │ 73 0 20 78.5 │ │ eworsi_ │ 22 │ 2.82 │ 62.029 │ 6.2 │ 1:18:00 │ 18 0 4 81.8 │ │ cofi_ │ 15 │ 2.95 │ 44.282 │ 4.43 │ 1:19:00 │ 15 0 0 100 │ │ ewo2_ │ 11 │ 2.52 │ 27.657 │ 2.77 │ 1:14:00 │ 10 0 1 90.9 │ │ lambo2_cofi_ │ 1 │ 1.72 │ 1.695 │ 0.17 │ 2:15:00 │ 1 0 0 100 │ │ lambo2_ewo2_ │ 2 │ 0.67 │ 1.347 │ 0.13 │ 3:02:00 │ 1 0 1 50.0 │ │ TOTAL │ 7443 │ 0.32 │ 2397.502 │ 239.75 │ 5:18:00 │ 5644 0 1799 75.8 │ └────────────────┴─────────┴──────────────┴─────────────────┴──────────────┴──────────────┴────────────────────────┘ EXIT REASON STATS ┏━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Exit Reason ┃ Exits ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩ │ hma50_above │ 5324 │ 2.09 │ 11120.944 │ 1112.09 │ 4:01:00 │ 5324 0 0 100 │ │ trailing_stop_loss │ 342 │ 4.1 │ 1400.864 │ 140.09 │ 6:02:00 │ 317 0 25 92.7 │ │ hma50_below │ 3 │ 1.73 │ 5.192 │ 0.52 │ 0:52:00 │ 3 0 0 100 │ │ unclog │ 1774 │ -5.71 │ -10129.498 │ -1012.95 │ 8:59:00 │ 0 0 1774 0 │ │ TOTAL │ 7443 │ 0.32 │ 2397.502 │ 239.75 │ 5:18:00 │ 5644 0 1799 75.8 │ └────────────────────┴───────┴──────────────┴─────────────────┴──────────────┴──────────────┴────────────────────────┘ MIXED TAG STATS ┏━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Enter Tag ┃ Exit Reason ┃ Trades ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┡━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩ │ lambo2_ │ hma50_above │ 5255 │ 2.09 │ 10965.598 │ 1096.56 │ 4:03:00 │ 5255 0 0 100 │ │ lambo2_ │ trailing_stop_loss │ 285 │ 4.09 │ 1164.483 │ 116.45 │ 7:07:00 │ 269 0 16 94.4 │ │ lambo2_eworsi_ │ trailing_stop_loss │ 39 │ 3.6 │ 140.546 │ 14.05 │ 0:43:00 │ 32 0 7 82.1 │ │ lambo2_eworsi_ │ hma50_above │ 41 │ 2.11 │ 86.345 │ 8.63 │ 2:10:00 │ 41 0 0 100 │ │ eworsi_ │ trailing_stop_loss │ 12 │ 5.09 │ 61.043 │ 6.1 │ 0:16:00 │ 10 0 2 83.3 │ │ cofi_ │ hma50_above │ 12 │ 2.41 │ 28.854 │ 2.89 │ 1:35:00 │ 12 0 0 100 │ │ ewo2_ │ hma50_above │ 8 │ 2.72 │ 21.790 │ 2.18 │ 0:57:00 │ 8 0 0 100 │ │ eworsi_ │ hma50_above │ 7 │ 2.39 │ 16.662 │ 1.67 │ 1:54:00 │ 7 0 0 100 │ │ cofi_ │ trailing_stop_loss │ 3 │ 5.15 │ 15.427 │ 1.54 │ 0:12:00 │ 3 0 0 100 │ │ ewo2_ │ trailing_stop_loss │ 2 │ 6.72 │ 13.357 │ 1.34 │ 0:12:00 │ 2 0 0 100 │ │ lambo2_ewo2_ │ trailing_stop_loss │ 1 │ 6.0 │ 6.007 │ 0.6 │ 0:25:00 │ 1 0 0 100 │ │ lambo2_ │ hma50_below │ 2 │ 1.86 │ 3.704 │ 0.37 │ 0:45:00 │ 2 0 0 100 │ │ lambo2_cofi_ │ hma50_above │ 1 │ 1.72 │ 1.695 │ 0.17 │ 2:15:00 │ 1 0 0 100 │ │ eworsi_ │ hma50_below │ 1 │ 1.49 │ 1.487 │ 0.15 │ 1:05:00 │ 1 0 0 100 │ │ lambo2_ewo2_ │ unclog │ 1 │ -4.66 │ -4.660 │ -0.47 │ 5:40:00 │ 0 0 1 0 │ │ ewo2_ │ unclog │ 1 │ -7.49 │ -7.490 │ -0.75 │ 5:30:00 │ 0 0 1 0 │ │ eworsi_ │ unclog │ 2 │ -8.58 │ -17.163 │ -1.72 │ 5:32:00 │ 0 0 2 0 │ │ lambo2_eworsi_ │ unclog │ 13 │ -5.97 │ -77.558 │ -7.76 │ 5:56:00 │ 0 0 13 0 │ │ lambo2_ │ unclog │ 1757 │ -5.71 │ -10022.626 │ -1002.26 │ 9:01:00 │ 0 0 1757 0 │ │ TOTAL │ │ 7443 │ 0.32 │ 2397.502 │ 239.75 │ 5:18:00 │ 5644 0 1799 75.8 │ └────────────────┴────────────────────┴────────┴──────────────┴─────────────────┴──────────────┴──────────────┴────────────────────────┘ SUMMARY METRICS ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Metric ┃ Value ┃ ┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩ │ Backtesting from │ 2021-01-01 00:00:00 │ │ Backtesting to │ 2026-01-01 00:00:00 │ │ Trading Mode │ Spot │ │ Max open trades │ 10 │ │ │ │ │ Total/Daily Avg Trades │ 7443 / 4.08 │ │ Starting balance │ 1000 USDT │ │ Final balance │ 3397.502 USDT │ │ Absolute profit │ 2397.502 USDT │ │ Total profit % │ 239.75% │ │ CAGR % │ 27.69% │ │ Sharpe (closed trades) │ 6.17 │ │ Sortino (closed trades) │ 6.86 │ │ Calmar (closed trades) │ 12.02 │ │ SQN │ 6.83 │ │ Mean profit p-value │ 9.077e-12 │ │ Profit factor │ 1.23 │ │ Expectancy (Ratio) │ 0.32 (0.06) │ │ Avg. daily profit │ 1.313 USDT │ │ Avg. stake amount │ 99.875 USDT │ │ Market change │ 451.55% │ │ Total trade volume │ 1492113.149 USDT │ │ │ │ │ Best Pair │ HBAR/USDT 26.27% │ │ Worst Pair │ OP/USDT -7.77% │ │ Best trade │ ETC/USDT 24.96% │ │ Worst trade │ DOGE/USDT -39.70% │ │ Best day │ 190.039 USDT │ │ Worst day │ -328.614 USDT │ │ Days win/draw/lose │ 762 / 701 / 351 │ │ Min/Max/Avg. Duration Winners │ 0d 00:05 / 5d 02:40 / 0d 04:09 │ │ Min/Max/Avg. Duration Losers │ 0d 00:00 / 8d 21:25 / 0d 08:53 │ │ Max Consecutive Wins / Loss │ 74 / 21 │ │ Rejected Entry signals │ 5781 │ │ Entry/Exit Timeouts │ 0 / 0 │ │ │ │ │ Min/Max balance (closed trades) │ 1002.668 USDT / 3444.102 USDT │ │ Max % of account underwater │ 20.86% │ │ Absolute drawdown │ 576.223 USDT (20.86%) │ │ Drawdown duration │ 5 days 04:20:00 │ │ Profit at drawdown start │ 1762.042 USDT │ │ Profit at drawdown end │ 1185.819 USDT │ │ Drawdown start │ 2021-05-18 13:35:00 │ │ Drawdown end │ 2021-05-23 17:55:00 │ │ │ │ │ Wallet based Metrics │ │ │ Min/Max balance (wallet balance) │ 958.925 USDT / 3451.487 USDT │ │ Min/Max balance dates (wallet balance) │ 2021-01-04 10:20:00 / 2025-12-14 02:35:00 │ │ Max % of account underwater (balance) │ 23.74% │ │ Absolute drawdown (wallet balance) │ 655.565 USDT (23.74%) │ │ Drawdown duration │ 4 days 23:15:00 │ │ Profit at drawdown start │ 1761.869 USDT │ │ Profit at drawdown end │ 1106.304 USDT │ │ Drawdown start │ 2021-05-18 17:30:00 │ │ Drawdown end │ 2021-05-23 16:45:00 │ │ Sharpe (daily wallet balance) │ 1.62 │ │ Sortino (daily wallet balance) │ 1.19 │ │ Calmar (daily wallet balance) │ 10.57 │ └────────────────────────────────────────┴───────────────────────────────────────────┘ 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 ┃ ┡━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━┩ │ DS_Green_5m │ 7443 │ 0.32 │ 2397.502 │ 239.75 │ 5:18:00 │ 5644 0 1799 75.8 │ 576.223 USDT 20.86% │ └─────────────┴────────┴──────────────┴─────────────────┴──────────────┴──────────────┴────────────────────────┴──────────────────────┘