2026-07-28 05:14:08,361 - freqtrade.loggers - INFO - Enabling colorized output. 2026-07-28 05:14:08,362 - freqtrade.loggers - INFO - Logfile configured 2026-07-28 05:14:08,362 - freqtrade.loggers - INFO - Verbosity set to 0 2026-07-28 05:14:08,363 - freqtrade.configuration.configuration - INFO - Using additional Strategy lookup path: /freqle/user_data/strategies 2026-07-28 05:14:08,363 - freqtrade.configuration.configuration - INFO - Parameter --enable-protections detected, enabling Protections ... 2026-07-28 05:14:08,363 - freqtrade.configuration.configuration - INFO - Using max_open_trades: 10 ... 2026-07-28 05:14:08,364 - 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 05:14:08,367 - freqtrade.configuration.directory_operations - WARNING - Could not chown /freqle/user_data 2026-07-28 05:14:08,367 - freqtrade.configuration.configuration - INFO - Using user-data directory: /freqle/user_data ... 2026-07-28 05:14:08,368 - freqtrade.configuration.configuration - INFO - Using data directory: /freqle/user_data/data/binance ... 2026-07-28 05:14:08,368 - freqtrade.configuration.configuration - INFO - Parameter --export detected: none ... 2026-07-28 05:14:08,368 - freqtrade.configuration.configuration - INFO - Parameter --cache=none detected ... 2026-07-28 05:14:08,369 - freqtrade.configuration.configuration - INFO - Filter trades by timerange: 20210101-20260101 2026-07-28 05:14:08,370 - freqtrade.exchange.check_exchange - INFO - Checking exchange... 2026-07-28 05:14:08,376 - freqtrade.exchange.check_exchange - INFO - Exchange "binance" is officially supported by the Freqtrade development team. 2026-07-28 05:14:08,377 - freqtrade.configuration.configuration - INFO - Using pairlist from configuration. 2026-07-28 05:14:08,377 - freqtrade.configuration.config_validation - INFO - Validating configuration ... 2026-07-28 05:14:08,379 - freqtrade.exchange.exchange - INFO - Instance is running with dry_run enabled 2026-07-28 05:14:08,379 - freqtrade.exchange.exchange - INFO - Using CCXT 4.5.61 2026-07-28 05:14:08,391 - freqtrade.exchange.exchange - INFO - Using Exchange "Binance" 2026-07-28 05:14:08,582 - freqtrade.resolvers.exchange_resolver - INFO - Using resolved exchange 'Binance'... 2026-07-28 05:14:08,621 - freqtrade.resolvers.iresolver - INFO - Using resolved strategy DS_EA_5m from '/freqle/user_data/strategies/DS_EA_5m.py'... 2026-07-28 05:14:08,621 - freqtrade.strategy.hyper - INFO - Found no parameter file. 2026-07-28 05:14:08,622 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'timeframe' with value from the configuration: 5m. 2026-07-28 05:14:08,622 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stake_currency' with value from the configuration: USDT. 2026-07-28 05:14:08,623 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stake_amount' with value from the configuration: 100. 2026-07-28 05:14:08,623 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'max_open_trades' with value from the configuration: 10. 2026-07-28 05:14:08,623 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using minimal_roi: {'0': 10} 2026-07-28 05:14:08,624 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using timeframe: 5m 2026-07-28 05:14:08,624 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stoploss: -0.18 2026-07-28 05:14:08,624 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop: True 2026-07-28 05:14:08,624 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop_positive: 0.001 2026-07-28 05:14:08,625 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop_positive_offset: 0.012 2026-07-28 05:14:08,625 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_only_offset_is_reached: False 2026-07-28 05:14:08,625 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using use_custom_stoploss: False 2026-07-28 05:14:08,626 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using process_only_new_candles: True 2026-07-28 05:14:08,626 - 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': True, 'stoploss_on_exchange_interval': 60, 'stoploss_on_exchange_limit_ratio': 0.99} 2026-07-28 05:14:08,626 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using order_time_in_force: {'entry': 'gtc', 'exit': 'gtc'} 2026-07-28 05:14:08,627 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stake_currency: USDT 2026-07-28 05:14:08,627 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stake_amount: 100 2026-07-28 05:14:08,627 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using startup_candle_count: 120 2026-07-28 05:14:08,628 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using use_exit_signal: True 2026-07-28 05:14:08,628 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using exit_profit_only: False 2026-07-28 05:14:08,628 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using ignore_roi_if_entry_signal: False 2026-07-28 05:14:08,628 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using exit_profit_offset: 0.01 2026-07-28 05:14:08,629 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using disable_dataframe_checks: False 2026-07-28 05:14:08,629 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using ignore_buying_expired_candle_after: 0 2026-07-28 05:14:08,629 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using position_adjustment_enable: False 2026-07-28 05:14:08,630 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using max_entry_position_adjustment: -1 2026-07-28 05:14:08,630 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using max_open_trades: 10 2026-07-28 05:14:08,630 - freqtrade.configuration.config_validation - INFO - Validating configuration ... 2026-07-28 05:14:08,635 - freqtrade.resolvers.iresolver - INFO - Using resolved pairlist StaticPairList from '/freqtrade/freqtrade/plugins/pairlist/StaticPairList.py'... 2026-07-28 05:14:08,735 - freqtrade.optimize.backtesting - INFO - Using fee 0.1000% - worst case fee from exchange (lowest tier). 2026-07-28 05:14:10,322 - freqtrade.data.history.datahandlers.idatahandler - INFO - Price jump in AVAX/USDT, 5m, spot between two candles of 35.97% detected. 2026-07-28 05:14:10,775 - freqtrade.data.history.datahandlers.idatahandler - WARNING - POL/USDT, spot, 5m, data starts at 2024-09-13 10:00:00 2026-07-28 05:14:12,135 - freqtrade.data.history.datahandlers.idatahandler - WARNING - APT/USDT, spot, 5m, data starts at 2022-10-19 01:00:00 2026-07-28 05:14:12,255 - freqtrade.data.history.datahandlers.idatahandler - WARNING - ICP/USDT, spot, 5m, data starts at 2021-05-11 01:00:00 2026-07-28 05:14:12,802 - freqtrade.data.history.datahandlers.idatahandler - WARNING - ARB/USDT, spot, 5m, data starts at 2023-03-23 15:00:00 2026-07-28 05:14:12,896 - freqtrade.data.history.datahandlers.idatahandler - WARNING - OP/USDT, spot, 5m, data starts at 2022-06-01 08:00:00 2026-07-28 05:14:13,973 - freqtrade.data.history.datahandlers.idatahandler - WARNING - SUI/USDT, spot, 5m, data starts at 2023-05-03 12:00:00 2026-07-28 05:14:14,255 - freqtrade.data.history.datahandlers.idatahandler - WARNING - SEI/USDT, spot, 5m, data starts at 2023-08-15 12:00:00 2026-07-28 05:14:14,372 - freqtrade.optimize.backtesting - INFO - Loading data from 2020-12-31 14:00:00 up to 2026-01-01 00:00:00 (1826 days). 2026-07-28 05:16:48,107 - freqtrade.optimize.backtesting - INFO - Dataload complete. Calculating indicators 2026-07-28 05:16:48,108 - freqtrade.optimize.backtesting - INFO - Running backtesting for Strategy DS_EA_5m 2026-07-28 05:16:48,109 - freqtrade.strategy.hyper - INFO - Strategy Parameter: buy_cti_32 = -0.58 2026-07-28 05:16:48,109 - freqtrade.strategy.hyper - INFO - Strategy Parameter: buy_rsi_32 = 35 2026-07-28 05:16:48,109 - freqtrade.strategy.hyper - INFO - Strategy Parameter: buy_rsi_fast_32 = 45 2026-07-28 05:16:48,110 - freqtrade.strategy.hyper - INFO - Strategy Parameter: buy_sma15_32 = 0.961 2026-07-28 05:16:48,110 - freqtrade.strategy.hyper - INFO - Strategy Parameter: sell_fastx = 75 2026-07-28 05:16:48,110 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): sell_loss_cci = 80 2026-07-28 05:16:48,111 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): sell_loss_cci_profit = -0.15 /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:52: RuntimeWarning: invalid value encountered in scalar power rd = (divisor * (length * y2_sum - y_sum * y_sum)) ** 0.5 /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:53: RuntimeWarning: invalid value encountered in scalar divide return rn / rd /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:53: RuntimeWarning: divide by zero encountered in scalar divide return rn / rd /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:52: RuntimeWarning: invalid value encountered in scalar power rd = (divisor * (length * y2_sum - y_sum * y_sum)) ** 0.5 /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:52: RuntimeWarning: invalid value encountered in scalar power rd = (divisor * (length * y2_sum - y_sum * y_sum)) ** 0.5 /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:52: RuntimeWarning: invalid value encountered in scalar power rd = (divisor * (length * y2_sum - y_sum * y_sum)) ** 0.5 /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:53: RuntimeWarning: invalid value encountered in scalar divide return rn / rd /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:52: RuntimeWarning: invalid value encountered in scalar power rd = (divisor * (length * y2_sum - y_sum * y_sum)) ** 0.5 /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:53: RuntimeWarning: invalid value encountered in scalar divide return rn / rd /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:52: RuntimeWarning: invalid value encountered in scalar power rd = (divisor * (length * y2_sum - y_sum * y_sum)) ** 0.5 /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:53: RuntimeWarning: divide by zero encountered in scalar divide return rn / rd /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:52: RuntimeWarning: invalid value encountered in scalar power rd = (divisor * (length * y2_sum - y_sum * y_sum)) ** 0.5 /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:52: RuntimeWarning: invalid value encountered in scalar power rd = (divisor * (length * y2_sum - y_sum * y_sum)) ** 0.5 /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:53: RuntimeWarning: divide by zero encountered in scalar divide return rn / rd /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:52: RuntimeWarning: invalid value encountered in scalar power rd = (divisor * (length * y2_sum - y_sum * y_sum)) ** 0.5 /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:53: RuntimeWarning: invalid value encountered in scalar divide return rn / rd /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:52: RuntimeWarning: invalid value encountered in scalar power rd = (divisor * (length * y2_sum - y_sum * y_sum)) ** 0.5 /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:52: RuntimeWarning: invalid value encountered in scalar power rd = (divisor * (length * y2_sum - y_sum * y_sum)) ** 0.5 /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:53: RuntimeWarning: invalid value encountered in scalar divide return rn / rd /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:53: RuntimeWarning: invalid value encountered in scalar divide return rn / rd /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:52: RuntimeWarning: invalid value encountered in scalar power rd = (divisor * (length * y2_sum - y_sum * y_sum)) ** 0.5 /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:52: RuntimeWarning: invalid value encountered in scalar power rd = (divisor * (length * y2_sum - y_sum * y_sum)) ** 0.5 /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:53: RuntimeWarning: divide by zero encountered in scalar divide return rn / rd /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:52: RuntimeWarning: invalid value encountered in scalar power rd = (divisor * (length * y2_sum - y_sum * y_sum)) ** 0.5 /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:53: RuntimeWarning: invalid value encountered in scalar divide return rn / rd /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:52: RuntimeWarning: invalid value encountered in scalar power rd = (divisor * (length * y2_sum - y_sum * y_sum)) ** 0.5 /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:53: RuntimeWarning: invalid value encountered in scalar divide return rn / rd /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:53: RuntimeWarning: divide by zero encountered in scalar divide return rn / rd /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:52: RuntimeWarning: invalid value encountered in scalar power rd = (divisor * (length * y2_sum - y_sum * y_sum)) ** 0.5 /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:53: RuntimeWarning: divide by zero encountered in scalar divide return rn / rd /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:52: RuntimeWarning: invalid value encountered in scalar power rd = (divisor * (length * y2_sum - y_sum * y_sum)) ** 0.5 /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:52: RuntimeWarning: invalid value encountered in scalar power rd = (divisor * (length * y2_sum - y_sum * y_sum)) ** 0.5 /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:53: RuntimeWarning: divide by zero encountered in scalar divide return rn / rd /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:52: RuntimeWarning: invalid value encountered in scalar power rd = (divisor * (length * y2_sum - y_sum * y_sum)) ** 0.5 /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:52: RuntimeWarning: invalid value encountered in scalar power rd = (divisor * (length * y2_sum - y_sum * y_sum)) ** 0.5 /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:53: RuntimeWarning: invalid value encountered in scalar divide return rn / rd /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:53: RuntimeWarning: divide by zero encountered in scalar divide return rn / rd /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:52: RuntimeWarning: invalid value encountered in scalar power rd = (divisor * (length * y2_sum - y_sum * y_sum)) ** 0.5 /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:53: RuntimeWarning: divide by zero encountered in scalar divide return rn / rd /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:53: RuntimeWarning: invalid value encountered in scalar divide return rn / rd /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:53: RuntimeWarning: invalid value encountered in scalar divide return rn / rd /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:52: RuntimeWarning: invalid value encountered in scalar power rd = (divisor * (length * y2_sum - y_sum * y_sum)) ** 0.5 /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:52: RuntimeWarning: invalid value encountered in scalar power rd = (divisor * (length * y2_sum - y_sum * y_sum)) ** 0.5 /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:52: RuntimeWarning: invalid value encountered in scalar power rd = (divisor * (length * y2_sum - y_sum * y_sum)) ** 0.5 /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:52: RuntimeWarning: invalid value encountered in scalar power rd = (divisor * (length * y2_sum - y_sum * y_sum)) ** 0.5 /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:53: RuntimeWarning: invalid value encountered in scalar divide return rn / rd /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:52: RuntimeWarning: invalid value encountered in scalar power rd = (divisor * (length * y2_sum - y_sum * y_sum)) ** 0.5 /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:52: RuntimeWarning: invalid value encountered in scalar power rd = (divisor * (length * y2_sum - y_sum * y_sum)) ** 0.5 /home/ftuser/.local/lib/python3.14/site-packages/pandas_ta/overlap/linreg.py:52: RuntimeWarning: invalid value encountered in scalar power rd = (divisor * (length * y2_sum - y_sum * y_sum)) ** 0.5 2026-07-28 05:18:58,461 - 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 05:18:58,462 - freqtrade.plugins.protectionmanager - INFO - No protection Handlers defined. backtest ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 4/4 100% • 0:05:22 • 0:00:00 backtest ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 525888/525888 100% • 0:06:33 • 0:00:00 Result for strategy DS_EA_5m BACKTESTING REPORT ┏━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Pair ┃ Trades ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┡━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩ │ INJ/USDT │ 39 │ 0.31 │ 11.996 │ 1.2 │ 0:12:00 │ 17 0 22 43.6 │ │ XRP/USDT │ 24 │ 0.48 │ 11.436 │ 1.14 │ 0:07:00 │ 10 0 14 41.7 │ │ FIL/USDT │ 18 │ 0.56 │ 10.102 │ 1.01 │ 0:09:00 │ 9 0 9 50.0 │ │ SEI/USDT │ 11 │ 0.8 │ 8.832 │ 0.88 │ 0:14:00 │ 3 0 8 27.3 │ │ ADA/USDT │ 9 │ 0.94 │ 8.490 │ 0.85 │ 0:11:00 │ 5 0 4 55.6 │ │ SNX/USDT │ 14 │ 0.58 │ 8.068 │ 0.81 │ 0:11:00 │ 8 0 6 57.1 │ │ XLM/USDT │ 20 │ 0.35 │ 6.999 │ 0.7 │ 0:10:00 │ 7 0 13 35.0 │ │ AVAX/USDT │ 18 │ 0.39 │ 6.981 │ 0.7 │ 0:09:00 │ 9 0 9 50.0 │ │ ICP/USDT │ 24 │ 0.24 │ 5.719 │ 0.57 │ 0:07:00 │ 9 0 15 37.5 │ │ APT/USDT │ 4 │ 1.17 │ 4.702 │ 0.47 │ 0:08:00 │ 3 0 1 75.0 │ │ ETC/USDT │ 22 │ 0.15 │ 3.270 │ 0.33 │ 0:10:00 │ 8 0 14 36.4 │ │ AAVE/USDT │ 11 │ 0.29 │ 3.193 │ 0.32 │ 0:06:00 │ 4 0 7 36.4 │ │ CRV/USDT │ 24 │ 0.1 │ 2.366 │ 0.24 │ 0:08:00 │ 8 0 16 33.3 │ │ NEAR/USDT │ 12 │ 0.05 │ 0.622 │ 0.06 │ 0:07:00 │ 3 0 9 25.0 │ │ OP/USDT │ 5 │ 0.1 │ 0.496 │ 0.05 │ 0:23:00 │ 2 0 3 40.0 │ │ ATOM/USDT │ 9 │ 0.05 │ 0.486 │ 0.05 │ 0:08:00 │ 3 0 6 33.3 │ │ LTC/USDT │ 5 │ 0.03 │ 0.133 │ 0.01 │ 0:09:00 │ 2 0 3 40.0 │ │ BTC/USDT │ 0 │ 0.0 │ 0.000 │ 0.0 │ 0:00 │ 0 0 0 0 │ │ POL/USDT │ 0 │ 0.0 │ 0.000 │ 0.0 │ 0:00 │ 0 0 0 0 │ │ ARB/USDT │ 0 │ 0.0 │ 0.000 │ 0.0 │ 0:00 │ 0 0 0 0 │ │ SOL/USDT │ 13 │ -0.01 │ -0.159 │ -0.02 │ 0:07:00 │ 2 0 11 15.4 │ │ SUI/USDT │ 2 │ -0.49 │ -0.978 │ -0.1 │ 0:25:00 │ 1 0 1 50.0 │ │ TRX/USDT │ 2 │ -0.75 │ -1.499 │ -0.15 │ 0:35:00 │ 1 0 1 50.0 │ │ ETH/USDT │ 3 │ -0.9 │ -2.690 │ -0.27 │ 0:02:00 │ 0 0 3 0 │ │ BCH/USDT │ 8 │ -0.45 │ -3.626 │ -0.36 │ 0:11:00 │ 2 0 6 25.0 │ │ UNI/USDT │ 5 │ -0.84 │ -4.211 │ -0.42 │ 0:03:00 │ 1 0 4 20.0 │ │ VET/USDT │ 22 │ -0.2 │ -4.506 │ -0.45 │ 0:12:00 │ 7 0 15 31.8 │ │ DOGE/USDT │ 105 │ -0.06 │ -6.191 │ -0.62 │ 0:08:00 │ 32 0 73 30.5 │ │ DOT/USDT │ 7 │ -1.0 │ -6.976 │ -0.7 │ 0:04:00 │ 1 0 6 14.3 │ │ COMP/USDT │ 14 │ -0.56 │ -7.862 │ -0.79 │ 0:12:00 │ 5 0 9 35.7 │ │ LINK/USDT │ 4 │ -2.0 │ -7.980 │ -0.8 │ 0:18:00 │ 1 0 3 25.0 │ │ BNB/USDT │ 11 │ -1.46 │ -16.096 │ -1.61 │ 0:11:00 │ 3 0 8 27.3 │ │ HBAR/USDT │ 38 │ -0.44 │ -16.712 │ -1.67 │ 0:16:00 │ 15 0 23 39.5 │ │ TOTAL │ 503 │ 0.03 │ 14.406 │ 1.44 │ 0:10:00 │ 181 0 322 36.0 │ └───────────┴────────┴──────────────┴─────────────────┴──────────────┴──────────────┴────────────────────────┘ 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% ┃ ┡━━━━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩ │ buy_1buy_new │ 209 │ 0.22 │ 46.139 │ 4.61 │ 0:10:00 │ 81 0 128 38.8 │ │ buy_1 │ 48 │ 0.09 │ 4.088 │ 0.41 │ 0:10:00 │ 22 0 26 45.8 │ │ buy_new │ 246 │ -0.15 │ -35.821 │ -3.58 │ 0:10:00 │ 78 0 168 31.7 │ │ TOTAL │ 503 │ 0.03 │ 14.406 │ 1.44 │ 0:10:00 │ 181 0 322 36.0 │ └──────────────┴─────────┴──────────────┴─────────────────┴──────────────┴──────────────┴────────────────────────┘ EXIT REASON STATS ┏━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Exit Reason ┃ Exits ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩ │ trailing_stop_loss │ 380 │ 0.58 │ 219.061 │ 21.91 │ 0:04:00 │ 147 0 233 38.7 │ │ stop_loss │ 1 │ -18.16 │ -18.176 │ -1.82 │ 0:00:00 │ 0 0 1 0 │ │ fastk_profit_sell │ 80 │ -0.47 │ -37.217 │ -3.72 │ 0:33:00 │ 34 0 46 42.5 │ │ trend_exit │ 42 │ -3.55 │ -149.261 │ -14.93 │ 0:21:00 │ 0 0 42 0 │ │ TOTAL │ 503 │ 0.03 │ 14.406 │ 1.44 │ 0:10:00 │ 181 0 322 36.0 │ └────────────────────┴───────┴──────────────┴─────────────────┴──────────────┴──────────────┴────────────────────────┘ MIXED TAG STATS ┏━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Enter Tag ┃ Exit Reason ┃ Trades ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┡━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩ │ buy_1buy_new │ trailing_stop_loss │ 166 │ 0.73 │ 121.715 │ 12.17 │ 0:04:00 │ 70 0 96 42.2 │ │ buy_new │ trailing_stop_loss │ 175 │ 0.43 │ 75.646 │ 7.56 │ 0:03:00 │ 59 0 116 33.7 │ │ buy_1 │ trailing_stop_loss │ 39 │ 0.56 │ 21.699 │ 2.17 │ 0:05:00 │ 18 0 21 46.2 │ │ buy_1 │ fastk_profit_sell │ 7 │ -0.11 │ -0.747 │ -0.07 │ 0:30:00 │ 4 0 3 57.1 │ │ buy_new │ fastk_profit_sell │ 39 │ -0.24 │ -9.463 │ -0.95 │ 0:34:00 │ 19 0 20 48.7 │ │ buy_1 │ trend_exit │ 2 │ -8.43 │ -16.864 │ -1.69 │ 0:40:00 │ 0 0 2 0 │ │ buy_1buy_new │ stop_loss │ 1 │ -18.16 │ -18.176 │ -1.82 │ 0:00:00 │ 0 0 1 0 │ │ buy_1buy_new │ fastk_profit_sell │ 34 │ -0.79 │ -27.007 │ -2.7 │ 0:33:00 │ 11 0 23 32.4 │ │ buy_1buy_new │ trend_exit │ 8 │ -3.8 │ -30.393 │ -3.04 │ 0:41:00 │ 0 0 8 0 │ │ buy_new │ trend_exit │ 32 │ -3.19 │ -102.004 │ -10.2 │ 0:15:00 │ 0 0 32 0 │ │ TOTAL │ │ 503 │ 0.03 │ 14.406 │ 1.44 │ 0:10:00 │ 181 0 322 36.0 │ └──────────────┴────────────────────┴────────┴──────────────┴─────────────────┴──────────────┴──────────────┴────────────────────────┘ 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 │ 503 / 0.28 │ │ Starting balance │ 1000 USDT │ │ Final balance │ 1014.406 USDT │ │ Absolute profit │ 14.406 USDT │ │ Total profit % │ 1.44% │ │ CAGR % │ 0.29% │ │ Sharpe (closed trades) │ 0.07 │ │ Sortino (closed trades) │ 0.07 │ │ Calmar (closed trades) │ 0.36 │ │ SQN │ 0.29 │ │ Mean profit p-value │ 0.775 │ │ Profit factor │ 1.05 │ │ Expectancy (Ratio) │ 0.03 (0.03) │ │ Avg. daily profit │ 0.008 USDT │ │ Avg. stake amount │ 99.866 USDT │ │ Market change │ 451.55% │ │ Total trade volume │ 100680.608 USDT │ │ │ │ │ Best Pair │ INJ/USDT 1.20% │ │ Worst Pair │ HBAR/USDT -1.67% │ │ Best trade │ SEI/USDT 14.66% │ │ Worst trade │ DOGE/USDT -18.16% │ │ Best day │ 12.367 USDT │ │ Worst day │ -38.036 USDT │ │ Days win/draw/lose │ 92 / 1607 / 74 │ │ Min/Max/Avg. Duration Winners │ 0d 00:05 / 0d 01:00 / 0d 00:13 │ │ Min/Max/Avg. Duration Losers │ 0d 00:00 / 0d 01:40 / 0d 00:08 │ │ Max Consecutive Wins / Loss │ 6 / 12 │ │ Rejected Entry signals │ 0 │ │ Entry/Exit Timeouts │ 0 / 0 │ │ │ │ │ Min/Max balance (closed trades) │ 978.666 USDT / 1021.609 USDT │ │ Max % of account underwater │ 4.20% │ │ Absolute drawdown │ 42.943 USDT (4.20%) │ │ Drawdown duration │ 63 days 20:30:00 │ │ Profit at drawdown start │ 21.609 USDT │ │ Profit at drawdown end │ -21.334 USDT │ │ Drawdown start │ 2021-01-20 16:10:00 │ │ Drawdown end │ 2021-03-25 12:40:00 │ │ │ │ │ Wallet based Metrics │ │ │ Min/Max balance (wallet balance) │ 963.396 USDT / 1021.732 USDT │ │ Min/Max balance dates (wallet balance) │ 2021-05-20 16:45:00 / 2021-01-28 13:25:00 │ │ Max % of account underwater (balance) │ 5.71% │ │ Absolute drawdown (wallet balance) │ 58.336 USDT (5.71%) │ │ Drawdown duration │ 112 days 03:20:00 │ │ Profit at drawdown start │ 21.732 USDT │ │ Profit at drawdown end │ -36.604 USDT │ │ Drawdown start │ 2021-01-28 13:25:00 │ │ Drawdown end │ 2021-05-20 16:45:00 │ │ Sharpe (daily wallet balance) │ 0.13 │ │ Sortino (daily wallet balance) │ 0.03 │ │ Calmar (daily wallet balance) │ 0.26 │ └────────────────────────────────────────┴───────────────────────────────────────────┘ 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_EA_5m │ 503 │ 0.03 │ 14.406 │ 1.44 │ 0:10:00 │ 181 0 322 36.0 │ 42.943 USDT 4.20% │ └──────────┴────────┴──────────────┴─────────────────┴──────────────┴──────────────┴────────────────────────┴────────────────────┘