2026-07-28 02:55:42,590 - freqtrade.loggers - INFO - Enabling colorized output. 2026-07-28 02:55:42,591 - freqtrade.loggers - INFO - Logfile configured 2026-07-28 02:55:42,591 - freqtrade.loggers - INFO - Verbosity set to 0 2026-07-28 02:55:42,592 - freqtrade.configuration.configuration - INFO - Using additional Strategy lookup path: /freqle/user_data/strategies 2026-07-28 02:55:42,592 - freqtrade.configuration.configuration - INFO - Parameter --enable-protections detected, enabling Protections ... 2026-07-28 02:55:42,592 - freqtrade.configuration.configuration - INFO - Using max_open_trades: 10 ... 2026-07-28 02:55:42,593 - 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. 2026-07-28 02:55:42,596 - freqtrade.configuration.directory_operations - WARNING - Could not chown /freqle/user_data 2026-07-28 02:55:42,597 - freqtrade.configuration.configuration - INFO - Using user-data directory: /freqle/user_data ... 2026-07-28 02:55:42,597 - freqtrade.configuration.configuration - INFO - Using data directory: /freqle/user_data/data/binance ... 2026-07-28 02:55:42,597 - freqtrade.configuration.configuration - INFO - Parameter --export detected: none ... 2026-07-28 02:55:42,598 - freqtrade.configuration.configuration - INFO - Parameter --cache=none detected ... 2026-07-28 02:55:42,598 - freqtrade.configuration.configuration - INFO - Filter trades by timerange: 20210101-20260101 2026-07-28 02:55:42,599 - freqtrade.exchange.check_exchange - INFO - Checking exchange... 2026-07-28 02:55:42,605 - freqtrade.exchange.check_exchange - INFO - Exchange "binance" is officially supported by the Freqtrade development team. 2026-07-28 02:55:42,606 - freqtrade.configuration.configuration - INFO - Using pairlist from configuration. 2026-07-28 02:55:42,606 - freqtrade.configuration.config_validation - INFO - Validating configuration ... 2026-07-28 02:55:42,608 - freqtrade.exchange.exchange - INFO - Instance is running with dry_run enabled 2026-07-28 02:55:42,609 - freqtrade.exchange.exchange - INFO - Using CCXT 4.5.61 2026-07-28 02:55:42,621 - freqtrade.exchange.exchange - INFO - Using Exchange "Binance" 2026-07-28 02:55:42,808 - freqtrade.resolvers.exchange_resolver - INFO - Using resolved exchange 'Binance'... 2026-07-28 02:55:42,823 - freqtrade.resolvers.iresolver - INFO - Using resolved strategy DS_cha6_1m from '/freqle/user_data/strategies/DS_cha6_1m.py'... 2026-07-28 02:55:42,823 - freqtrade.strategy.hyper - INFO - Found no parameter file. 2026-07-28 02:55:42,824 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'timeframe' with value from the configuration: 5m. 2026-07-28 02:55:42,824 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stake_currency' with value from the configuration: USDT. 2026-07-28 02:55:42,824 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stake_amount' with value from the configuration: 100. 2026-07-28 02:55:42,825 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'max_open_trades' with value from the configuration: 10. 2026-07-28 02:55:42,825 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using minimal_roi: {'7200': 0.01, '4320': 0.03, '2880': 0.04, '1440': 0.05, '480': 0.08, '120': 0.1, '15': 0.15, '0': 0.2} 2026-07-28 02:55:42,825 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using timeframe: 5m 2026-07-28 02:55:42,826 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stoploss: -0.25 2026-07-28 02:55:42,826 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop: True 2026-07-28 02:55:42,826 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop_positive: 0.001 2026-07-28 02:55:42,827 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop_positive_offset: 0.01 2026-07-28 02:55:42,827 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_only_offset_is_reached: True 2026-07-28 02:55:42,827 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using use_custom_stoploss: False 2026-07-28 02:55:42,828 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using process_only_new_candles: False 2026-07-28 02:55:42,828 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using order_types: {'entry': 'market', '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} 2026-07-28 02:55:42,828 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using order_time_in_force: {'entry': 'gtc', 'exit': 'gtc'} 2026-07-28 02:55:42,828 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stake_currency: USDT 2026-07-28 02:55:42,829 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stake_amount: 100 2026-07-28 02:55:42,829 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using startup_candle_count: 200 2026-07-28 02:55:42,829 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using use_exit_signal: False 2026-07-28 02:55:42,830 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using exit_profit_only: False 2026-07-28 02:55:42,830 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using ignore_roi_if_entry_signal: False 2026-07-28 02:55:42,830 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using exit_profit_offset: 0.03 2026-07-28 02:55:42,830 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using disable_dataframe_checks: False 2026-07-28 02:55:42,831 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using ignore_buying_expired_candle_after: 0 2026-07-28 02:55:42,831 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using position_adjustment_enable: False 2026-07-28 02:55:42,831 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using max_entry_position_adjustment: -1 2026-07-28 02:55:42,831 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using max_open_trades: 10 2026-07-28 02:55:42,832 - freqtrade.configuration.config_validation - INFO - Validating configuration ... 2026-07-28 02:55:42,835 - freqtrade.resolvers.iresolver - INFO - Using resolved pairlist StaticPairList from '/freqtrade/freqtrade/plugins/pairlist/StaticPairList.py'... 2026-07-28 02:55:42,935 - freqtrade.optimize.backtesting - INFO - Using fee 0.1000% - worst case fee from exchange (lowest tier). 2026-07-28 02:55:44,557 - freqtrade.data.history.datahandlers.idatahandler - INFO - Price jump in AVAX/USDT, 5m, spot between two candles of 35.97% detected. 2026-07-28 02:55:45,050 - freqtrade.data.history.datahandlers.idatahandler - WARNING - POL/USDT, spot, 5m, data starts at 2024-09-13 10:00:00 2026-07-28 02:55:46,411 - freqtrade.data.history.datahandlers.idatahandler - WARNING - APT/USDT, spot, 5m, data starts at 2022-10-19 01:00:00 2026-07-28 02:55:46,530 - freqtrade.data.history.datahandlers.idatahandler - WARNING - ICP/USDT, spot, 5m, data starts at 2021-05-11 01:00:00 2026-07-28 02:55:47,041 - freqtrade.data.history.datahandlers.idatahandler - WARNING - ARB/USDT, spot, 5m, data starts at 2023-03-23 15:00:00 2026-07-28 02:55:47,134 - freqtrade.data.history.datahandlers.idatahandler - WARNING - OP/USDT, spot, 5m, data starts at 2022-06-01 08:00:00 2026-07-28 02:55:48,179 - freqtrade.data.history.datahandlers.idatahandler - WARNING - SUI/USDT, spot, 5m, data starts at 2023-05-03 12:00:00 2026-07-28 02:55:48,436 - freqtrade.data.history.datahandlers.idatahandler - WARNING - SEI/USDT, spot, 5m, data starts at 2023-08-15 12:00:00 2026-07-28 02:55:48,550 - freqtrade.optimize.backtesting - INFO - Loading data from 2020-12-31 07:20:00 up to 2026-01-01 00:00:00 (1826 days). 2026-07-28 02:58:19,926 - freqtrade.optimize.backtesting - INFO - Dataload complete. Calculating indicators 2026-07-28 02:58:19,926 - freqtrade.optimize.backtesting - INFO - Running backtesting for Strategy DS_cha6_1m 2026-07-28 02:58:19,927 - freqtrade.strategy.hyper - INFO - Strategy Parameter: bbdelta_close = 0.02 2026-07-28 02:58:19,927 - freqtrade.strategy.hyper - INFO - Strategy Parameter: bbdelta_tail = 0.951 2026-07-28 02:58:19,928 - freqtrade.strategy.hyper - INFO - Strategy Parameter: close_bblower = 0.008 2026-07-28 02:58:19,928 - freqtrade.strategy.hyper - INFO - Strategy Parameter: closedelta_close = 0.015 2026-07-28 02:58:19,928 - freqtrade.strategy.hyper - INFO - Strategy Parameter: rocr_1h = 0.519 2026-07-28 02:58:19,928 - freqtrade.strategy.hyper - INFO - Strategy Parameter: pHSL = -0.32 2026-07-28 02:58:19,929 - freqtrade.strategy.hyper - INFO - Strategy Parameter: pPF_1 = 0.02 2026-07-28 02:58:19,929 - freqtrade.strategy.hyper - INFO - Strategy Parameter: pPF_2 = 0.047 2026-07-28 02:58:19,929 - freqtrade.strategy.hyper - INFO - Strategy Parameter: pSL_1 = 0.02 2026-07-28 02:58:19,930 - freqtrade.strategy.hyper - INFO - Strategy Parameter: pSL_2 = 0.046 2026-07-28 02:58:19,930 - freqtrade.strategy.hyper - INFO - Strategy Parameter: sell_bbmiddle_close = 0.961 2026-07-28 02:58:19,931 - freqtrade.strategy.hyper - INFO - Strategy Parameter: sell_fisher = 0.384 2026-07-28 02:58:19,931 - freqtrade.strategy.hyper - INFO - Strategy Parameter: volume = 26 2026-07-28 02:58:49,382 - freqtrade.data.dataprovider - INFO - Loading data for BTC/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 02:59:21,519 - freqtrade.data.dataprovider - INFO - Loading data for ETH/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 02:59:53,594 - freqtrade.data.dataprovider - INFO - Loading data for BNB/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:00:26,153 - freqtrade.data.dataprovider - INFO - Loading data for SOL/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:00:58,286 - freqtrade.data.dataprovider - INFO - Loading data for XRP/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:01:30,596 - freqtrade.data.dataprovider - INFO - Loading data for ADA/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:02:02,851 - freqtrade.data.dataprovider - INFO - Loading data for DOGE/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:02:34,661 - freqtrade.data.dataprovider - INFO - Loading data for TRX/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:03:06,387 - freqtrade.data.dataprovider - INFO - Loading data for AVAX/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:03:38,234 - freqtrade.data.dataprovider - INFO - Loading data for LINK/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:04:09,874 - freqtrade.data.dataprovider - INFO - Loading data for DOT/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:04:19,934 - freqtrade.data.dataprovider - INFO - Loading data for POL/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:04:19,940 - freqtrade.data.history.datahandlers.idatahandler - WARNING - POL/USDT, spot, 1h, data starts at 2024-09-13 10:00:00 2026-07-28 03:04:49,727 - freqtrade.data.dataprovider - INFO - Loading data for LTC/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:05:21,753 - freqtrade.data.dataprovider - INFO - Loading data for BCH/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:05:53,955 - freqtrade.data.dataprovider - INFO - Loading data for UNI/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:06:25,442 - freqtrade.data.dataprovider - INFO - Loading data for XLM/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:06:57,625 - freqtrade.data.dataprovider - INFO - Loading data for ATOM/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:07:29,788 - freqtrade.data.dataprovider - INFO - Loading data for ETC/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:08:01,953 - freqtrade.data.dataprovider - INFO - Loading data for FIL/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:08:23,418 - freqtrade.data.dataprovider - INFO - Loading data for APT/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:08:23,422 - freqtrade.data.history.datahandlers.idatahandler - WARNING - APT/USDT, spot, 1h, data starts at 2022-10-19 01:00:00 2026-07-28 03:08:52,428 - freqtrade.data.dataprovider - INFO - Loading data for ICP/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:08:52,433 - freqtrade.data.history.datahandlers.idatahandler - WARNING - ICP/USDT, spot, 1h, data starts at 2021-05-11 01:00:00 2026-07-28 03:09:24,334 - freqtrade.data.dataprovider - INFO - Loading data for HBAR/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:09:56,340 - freqtrade.data.dataprovider - INFO - Loading data for VET/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:10:15,231 - freqtrade.data.dataprovider - INFO - Loading data for ARB/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:10:15,236 - freqtrade.data.history.datahandlers.idatahandler - WARNING - ARB/USDT, spot, 1h, data starts at 2023-03-23 15:00:00 2026-07-28 03:10:37,598 - freqtrade.data.dataprovider - INFO - Loading data for OP/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:10:37,603 - freqtrade.data.history.datahandlers.idatahandler - WARNING - OP/USDT, spot, 1h, data starts at 2022-06-01 08:00:00 2026-07-28 03:11:08,931 - freqtrade.data.dataprovider - INFO - Loading data for AAVE/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:11:40,712 - freqtrade.data.dataprovider - INFO - Loading data for INJ/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:12:12,651 - freqtrade.data.dataprovider - INFO - Loading data for CRV/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:12:44,505 - freqtrade.data.dataprovider - INFO - Loading data for SNX/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:13:16,483 - freqtrade.data.dataprovider - INFO - Loading data for COMP/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:13:34,736 - freqtrade.data.dataprovider - INFO - Loading data for SUI/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:13:34,741 - freqtrade.data.history.datahandlers.idatahandler - WARNING - SUI/USDT, spot, 1h, data starts at 2023-05-03 12:00:00 2026-07-28 03:14:05,518 - freqtrade.data.dataprovider - INFO - Loading data for NEAR/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:14:22,089 - freqtrade.data.dataprovider - INFO - Loading data for SEI/USDT 1h from 2020-12-23 16:00:00 to 2026-01-01 00:00:00 2026-07-28 03:14:22,094 - freqtrade.data.history.datahandlers.idatahandler - WARNING - SEI/USDT, spot, 1h, data starts at 2023-08-15 12:00:00 2026-07-28 03:14:23,418 - freqtrade.optimize.backtesting - INFO - Backtesting with data from 2021-01-01 00:00:00 up to 2026-01-01 00:00:00 (1826 days). 2026-07-28 03:14:23,419 - freqtrade.resolvers.iresolver - INFO - Using resolved protection CooldownPeriod from '/freqtrade/freqtrade/plugins/protections/cooldown_period.py'... 2026-07-28 03:14:23,421 - freqtrade.resolvers.iresolver - INFO - Using resolved protection MaxDrawdown from '/freqtrade/freqtrade/plugins/protections/max_drawdown_protection.py'... 2026-07-28 03:14:23,423 - freqtrade.resolvers.iresolver - INFO - Using resolved protection StoplossGuard from '/freqtrade/freqtrade/plugins/protections/stoploss_guard.py'... 2026-07-28 03:14:23,424 - freqtrade.resolvers.iresolver - INFO - Using resolved protection LowProfitPairs from '/freqtrade/freqtrade/plugins/protections/low_profit_pairs.py'... 2026-07-28 03:14:23,425 - freqtrade.resolvers.iresolver - INFO - Using resolved protection LowProfitPairs from '/freqtrade/freqtrade/plugins/protections/low_profit_pairs.py'... backtest ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 4/4 100% • 0:19:07 • 0:00:00 backtest ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 525888/525888 100% • 0:21:16 • 0:00:00 Result for strategy DS_cha6_1m BACKTESTING REPORT ┏━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Pair ┃ Trades ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┡━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩ │ SOL/USDT │ 168 │ 1.13 │ 189.221 │ 18.92 │ 0:46:00 │ 167 0 1 99.4 │ │ AVAX/USDT │ 167 │ 1.08 │ 180.470 │ 18.05 │ 1:22:00 │ 166 0 1 99.4 │ │ CRV/USDT │ 194 │ 0.83 │ 161.971 │ 16.2 │ 2:06:00 │ 192 0 2 99.0 │ │ INJ/USDT │ 169 │ 0.81 │ 137.636 │ 13.76 │ 7:47:00 │ 166 0 3 98.2 │ │ VET/USDT │ 142 │ 0.88 │ 124.885 │ 12.49 │ 0:50:00 │ 141 0 1 99.3 │ │ ICP/USDT │ 132 │ 0.94 │ 123.507 │ 12.35 │ 5:13:00 │ 131 0 1 99.2 │ │ ATOM/USDT │ 115 │ 0.99 │ 113.499 │ 11.35 │ 1:12:00 │ 115 0 0 100 │ │ AAVE/USDT │ 118 │ 0.89 │ 104.927 │ 10.49 │ 14:11:00 │ 117 0 1 99.2 │ │ ETC/USDT │ 132 │ 0.79 │ 103.649 │ 10.36 │ 3:47:00 │ 130 0 2 98.5 │ │ NEAR/USDT │ 152 │ 0.65 │ 98.462 │ 9.85 │ 4:14:00 │ 149 0 3 98.0 │ │ DOGE/USDT │ 247 │ 0.38 │ 92.848 │ 9.28 │ 2:13:00 │ 240 0 7 97.2 │ │ ADA/USDT │ 123 │ 0.66 │ 81.606 │ 8.16 │ 0:40:00 │ 121 0 2 98.4 │ │ HBAR/USDT │ 145 │ 0.55 │ 79.714 │ 7.97 │ 13:22:00 │ 141 0 4 97.2 │ │ COMP/USDT │ 104 │ 0.73 │ 75.791 │ 7.58 │ 7:56:00 │ 103 0 1 99.0 │ │ XLM/USDT │ 109 │ 0.61 │ 66.844 │ 6.68 │ 4:26:00 │ 107 0 2 98.2 │ │ OP/USDT │ 83 │ 0.76 │ 63.552 │ 6.36 │ 3:16:00 │ 82 0 1 98.8 │ │ APT/USDT │ 58 │ 1.04 │ 60.247 │ 6.02 │ 10:34:00 │ 58 0 0 100 │ │ DOT/USDT │ 118 │ 0.44 │ 52.262 │ 5.23 │ 4:04:00 │ 115 0 3 97.5 │ │ SNX/USDT │ 149 │ 0.35 │ 51.611 │ 5.16 │ 4:13:00 │ 145 0 4 97.3 │ │ BNB/USDT │ 67 │ 0.71 │ 47.863 │ 4.79 │ 4:52:00 │ 66 0 1 98.5 │ │ XRP/USDT │ 151 │ 0.32 │ 47.698 │ 4.77 │ 0:47:00 │ 147 0 4 97.4 │ │ UNI/USDT │ 108 │ 0.36 │ 39.227 │ 3.92 │ 9:24:00 │ 105 0 3 97.2 │ │ BCH/USDT │ 87 │ 0.44 │ 38.322 │ 3.83 │ 6:22:00 │ 85 0 2 97.7 │ │ ETH/USDT │ 56 │ 0.67 │ 37.460 │ 3.75 │ 8:20:00 │ 55 0 1 98.2 │ │ SEI/USDT │ 40 │ 0.92 │ 36.730 │ 3.67 │ 0:45:00 │ 40 0 0 100 │ │ SUI/USDT │ 38 │ 0.92 │ 34.993 │ 3.5 │ 3:03:00 │ 38 0 0 100 │ │ LINK/USDT │ 102 │ 0.27 │ 27.707 │ 2.77 │ 14:51:00 │ 99 0 3 97.1 │ │ TRX/USDT │ 67 │ 0.39 │ 26.477 │ 2.65 │ 6:48:00 │ 65 0 2 97.0 │ │ ARB/USDT │ 43 │ 0.46 │ 19.662 │ 1.97 │ 2:03:00 │ 42 0 1 97.7 │ │ BTC/USDT │ 22 │ 0.89 │ 19.550 │ 1.96 │ 6:47:00 │ 22 0 0 100 │ │ POL/USDT │ 14 │ -0.89 │ -12.416 │ -1.24 │ 0:56:00 │ 13 0 1 92.9 │ │ FIL/USDT │ 126 │ -0.18 │ -22.837 │ -2.28 │ 17:34:00 │ 119 0 7 94.4 │ │ LTC/USDT │ 92 │ -0.36 │ -32.835 │ -3.28 │ 11:39:00 │ 87 0 5 94.6 │ │ TOTAL │ 3638 │ 0.62 │ 2270.304 │ 227.03 │ 5:27:00 │ 3569 0 69 98.1 │ └───────────┴────────┴──────────────┴─────────────────┴──────────────┴──────────────┴────────────────────────┘ 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% ┃ ┡━━━━━━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩ │ ema_slow_entry │ 3638 │ 0.62 │ 2270.304 │ 227.03 │ 5:27:00 │ 3569 0 69 98.1 │ │ TOTAL │ 3638 │ 0.62 │ 2270.304 │ 227.03 │ 5:27:00 │ 3569 0 69 98.1 │ └────────────────┴─────────┴──────────────┴─────────────────┴──────────────┴──────────────┴────────────────────────┘ EXIT REASON STATS ┏━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Exit Reason ┃ Exits ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩ │ trailing_stop_loss │ 3533 │ 1.1 │ 3891.255 │ 389.13 │ 1:27:00 │ 3533 0 0 100 │ │ roi │ 36 │ 3.14 │ 113.050 │ 11.3 │ 8 days, 16:02:00 │ 36 0 0 100 │ │ stop_loss │ 69 │ -25.14 │ -1734.001 │ -173.4 │ 4 days, 8:57:00 │ 0 0 69 0 │ │ TOTAL │ 3638 │ 0.62 │ 2270.304 │ 227.03 │ 5:27:00 │ 3569 0 69 98.1 │ └────────────────────┴───────┴──────────────┴─────────────────┴──────────────┴──────────────────┴────────────────────────┘ MIXED TAG STATS ┏━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Enter Tag ┃ Exit Reason ┃ Trades ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┡━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩ │ ema_slow_entry │ trailing_stop_loss │ 3533 │ 1.1 │ 3891.255 │ 389.13 │ 1:27:00 │ 3533 0 0 100 │ │ ema_slow_entry │ roi │ 36 │ 3.14 │ 113.050 │ 11.3 │ 8 days, 16:02:00 │ 36 0 0 100 │ │ ema_slow_entry │ stop_loss │ 69 │ -25.14 │ -1734.001 │ -173.4 │ 4 days, 8:57:00 │ 0 0 69 0 │ │ TOTAL │ │ 3638 │ 0.62 │ 2270.304 │ 227.03 │ 5:27:00 │ 3569 0 69 98.1 │ └────────────────┴────────────────────┴────────┴──────────────┴─────────────────┴──────────────┴──────────────────┴────────────────────────┘ 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 │ 3638 / 1.99 │ │ Starting balance │ 1000 USDT │ │ Final balance │ 3270.304 USDT │ │ Absolute profit │ 2270.304 USDT │ │ Total profit % │ 227.03% │ │ CAGR % │ 26.72% │ │ Sharpe (closed trades) │ 6.41 │ │ Sortino (closed trades) │ 493.45 │ │ Calmar (closed trades) │ 36.37 │ │ SQN │ 10.16 │ │ Mean profit p-value │ 6.505e-24 │ │ Profit factor │ 2.31 │ │ Expectancy (Ratio) │ 0.62 (0.02) │ │ Avg. daily profit │ 1.243 USDT │ │ Avg. stake amount │ 99.879 USDT │ │ Market change │ 451.55% │ │ Total trade volume │ 730447.351 USDT │ │ │ │ │ Best Pair │ SOL/USDT 18.92% │ │ Worst Pair │ LTC/USDT -3.28% │ │ Best trade │ FIL/USDT 20.02% │ │ Worst trade │ ADA/USDT -25.15% │ │ Best day │ 94.066 USDT │ │ Worst day │ -181.67 USDT │ │ Days win/draw/lose │ 539 / 1246 / 31 │ │ Min/Max/Avg. Duration Winners │ 0d 00:00 / 22d 09:10 / 0d 03:32 │ │ Min/Max/Avg. Duration Losers │ 0d 00:00 / 56d 05:40 / 4d 08:57 │ │ Max Consecutive Wins / Loss │ 346 / 9 │ │ Rejected Entry signals │ 569 │ │ Entry/Exit Timeouts │ 0 / 0 │ │ │ │ │ Min/Max balance (closed trades) │ 1000.695 USDT / 3464.662 USDT │ │ Max % of account underwater │ 8.59% │ │ Absolute drawdown │ 226.295 USDT (6.53%) │ │ Drawdown duration │ 0 days 05:35:00 │ │ Profit at drawdown start │ 2464.662 USDT │ │ Profit at drawdown end │ 2238.367 USDT │ │ Drawdown start │ 2025-10-10 15:40:00 │ │ Drawdown end │ 2025-10-10 21:15:00 │ │ │ │ │ Wallet based Metrics │ │ │ Min/Max balance (wallet balance) │ 1000 USDT / 3464.134 USDT │ │ Min/Max balance dates (wallet balance) │ 2021-01-01 00:05:00 / 2025-10-10 16:25:00 │ │ Max % of account underwater (balance) │ 10.78% │ │ Absolute drawdown (wallet balance) │ 253.886 USDT (10.78%) │ │ Drawdown duration │ 68 days 22:15:00 │ │ Profit at drawdown start │ 1355.134 USDT │ │ Profit at drawdown end │ 1101.248 USDT │ │ Drawdown start │ 2021-11-16 14:50:00 │ │ Drawdown end │ 2022-01-24 13:05:00 │ │ Sharpe (daily wallet balance) │ 2.79 │ │ Sortino (daily wallet balance) │ 1.68 │ │ Calmar (daily wallet balance) │ 22.05 │ └────────────────────────────────────────┴───────────────────────────────────────────┘ 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_cha6_1m │ 3638 │ 0.62 │ 2270.304 │ 227.03 │ 5:27:00 │ 3569 0 69 98.1 │ 226.295 USDT 6.53% │ └────────────┴────────┴──────────────┴─────────────────┴──────────────┴──────────────┴────────────────────────┴─────────────────────┘