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final-hopt-backtest-heracles.txt
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$ btst Hercules
2022-08-09 23:46:12,096 - freqtrade.configuration.load_config - INFO - Using config: user_data/backtest-config.json ...
2022-08-09 23:46:12,099 - freqtrade.loggers - INFO - Verbosity set to 0
2022-08-09 23:46:12,099 - freqtrade.configuration.configuration - INFO - Using max_open_trades: 10 ...
2022-08-09 23:46:12,100 - freqtrade.configuration.configuration - INFO - Using user-data directory: /opt/freqtrade/user_data ...
2022-08-09 23:46:12,101 - freqtrade.configuration.configuration - INFO - Using data directory: /opt/freqtrade/user_data/data/binance ...
2022-08-09 23:46:12,101 - freqtrade.configuration.configuration - INFO - Parameter --cache=day detected ...
2022-08-09 23:46:12,101 - freqtrade.configuration.check_exchange - INFO - Checking exchange...
2022-08-09 23:46:12,121 - freqtrade.configuration.check_exchange - INFO - Exchange "binance" is officially supported by the Freqtrade development team.
2022-08-09 23:46:12,121 - freqtrade.configuration.configuration - INFO - Using pairlist from configuration.
2022-08-09 23:46:12,121 - freqtrade.configuration.deprecated_settings - WARNING - DEPRECATED: The `forcebuy_enable` setting is deprecated and will be removed in the next versions of Freqtrade. Please use the `force_entry_enable` setting in your configuration instead.
2022-08-09 23:46:12,122 - freqtrade.configuration.config_validation - INFO - Validating configuration ...
2022-08-09 23:46:12,130 - freqtrade.commands.optimize_commands - INFO - Starting freqtrade in Backtesting mode
2022-08-09 23:46:12,136 - freqtrade.exchange.exchange - INFO - Instance is running with dry_run enabled
2022-08-09 23:46:12,137 - freqtrade.exchange.exchange - INFO - Using CCXT 1.91.29
2022-08-09 23:46:12,179 - freqtrade.exchange.exchange - INFO - Using Exchange "Binance"
2022-08-09 23:46:14,486 - freqtrade.resolvers.exchange_resolver - INFO - Using resolved exchange 'Binance'...
2022-08-09 23:46:14,501 - freqtrade - ERROR - Impossible to load Strategy 'Hercules'. This class does not exist or contains Python code errors.
2022-08-09 23:46:14,501 - freqtrade.exchange.exchange - INFO - Closing async ccxt session.
(.env)
:/opt/freqtrade (stable) [?]
$ btst Heracles
2022-08-09 23:47:22,643 - freqtrade.configuration.load_config - INFO - Using config: user_data/backtest-config.json ...
2022-08-09 23:47:22,644 - freqtrade.loggers - INFO - Verbosity set to 0
2022-08-09 23:47:22,645 - freqtrade.configuration.configuration - INFO - Using max_open_trades: 10 ...
2022-08-09 23:47:22,645 - freqtrade.configuration.configuration - INFO - Using user-data directory: /opt/freqtrade/user_data ...
2022-08-09 23:47:22,646 - freqtrade.configuration.configuration - INFO - Using data directory: /opt/freqtrade/user_data/data/binance ...
2022-08-09 23:47:22,646 - freqtrade.configuration.configuration - INFO - Parameter --cache=day detected ...
2022-08-09 23:47:22,646 - freqtrade.configuration.check_exchange - INFO - Checking exchange...
2022-08-09 23:47:22,665 - freqtrade.configuration.check_exchange - INFO - Exchange "binance" is officially supported by the Freqtrade development team.
2022-08-09 23:47:22,665 - freqtrade.configuration.configuration - INFO - Using pairlist from configuration.
2022-08-09 23:47:22,665 - freqtrade.configuration.deprecated_settings - WARNING - DEPRECATED: The `forcebuy_enable` setting is deprecated and will be removed in the next versions of Freqtrade. Please use the `force_entry_enable` setting in your configuration instead.
2022-08-09 23:47:22,665 - freqtrade.configuration.config_validation - INFO - Validating configuration ...
2022-08-09 23:47:22,671 - freqtrade.commands.optimize_commands - INFO - Starting freqtrade in Backtesting mode
2022-08-09 23:47:22,671 - freqtrade.exchange.exchange - INFO - Instance is running with dry_run enabled
2022-08-09 23:47:22,672 - freqtrade.exchange.exchange - INFO - Using CCXT 1.91.29
2022-08-09 23:47:22,711 - freqtrade.exchange.exchange - INFO - Using Exchange "Binance"
2022-08-09 23:47:25,119 - freqtrade.resolvers.exchange_resolver - INFO - Using resolved exchange 'Binance'...
2022-08-09 23:47:25,126 - freqtrade.resolvers.iresolver - INFO - Using resolved strategy Heracles from '/opt/freqtrade/user_data/strategies/Heracles.py'...
2022-08-09 23:47:25,126 - freqtrade.strategy.hyper - INFO - Loading parameters from file /opt/freqtrade/user_data/strategies/Heracles.json
2022-08-09 23:47:25,131 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stake_currency' with value in config file: USDT.
2022-08-09 23:47:25,131 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stake_amount' with value in config file: unlimited.
2022-08-09 23:47:25,131 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'unfilledtimeout' with value in config file: {'entry': 10, 'exit': 10, 'exit_timeout_count': 0, 'unit': 'minutes'}.
2022-08-09 23:47:25,131 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using minimal_roi: {'0': 0.357, '513': 0.162, '1512': 0.092, '6258': 0}
2022-08-09 23:47:25,131 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using timeframe: 4h
2022-08-09 23:47:25,131 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stoploss: -0.345
2022-08-09 23:47:25,131 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop: False
2022-08-09 23:47:25,131 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop_positive_offset: 0.0
2022-08-09 23:47:25,132 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_only_offset_is_reached: False
2022-08-09 23:47:25,132 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using use_custom_stoploss: False
2022-08-09 23:47:25,132 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using process_only_new_candles: True
2022-08-09 23:47:25,132 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using order_types: {'entry': 'limit', 'exit': 'limit', 'stoploss': 'limit', 'stoploss_on_exchange': False, 'stoploss_on_exchange_interval': 60}
2022-08-09 23:47:25,132 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using order_time_in_force: {'entry': 'gtc', 'exit': 'gtc'}
2022-08-09 23:47:25,132 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stake_currency: USDT
2022-08-09 23:47:25,132 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stake_amount: unlimited
2022-08-09 23:47:25,132 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using protections: []
2022-08-09 23:47:25,132 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using startup_candle_count: 0
2022-08-09 23:47:25,132 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using unfilledtimeout: {'entry': 10, 'exit': 10, 'exit_timeout_count': 0, 'unit': 'minutes'}
2022-08-09 23:47:25,133 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using use_exit_signal: True
2022-08-09 23:47:25,133 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using exit_profit_only: False
2022-08-09 23:47:25,133 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using ignore_roi_if_entry_signal: False
2022-08-09 23:47:25,133 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using exit_profit_offset: 0.0
2022-08-09 23:47:25,133 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using disable_dataframe_checks: False
2022-08-09 23:47:25,133 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using ignore_buying_expired_candle_after: 0
2022-08-09 23:47:25,133 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using position_adjustment_enable: False
2022-08-09 23:47:25,133 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using max_entry_position_adjustment: -1
2022-08-09 23:47:25,133 - freqtrade.configuration.config_validation - INFO - Validating configuration ...
2022-08-09 23:47:25,144 - freqtrade.resolvers.iresolver - INFO - Using resolved pairlist StaticPairList from '/opt/freqtrade/freqtrade/plugins/pairlist/StaticPairList.py'...
2022-08-09 23:47:28,332 - freqtrade.optimize.backtesting - INFO - Loading data from 2017-08-17 04:00:00 up to 2022-01-01 08:00:00 (1598 days).
2022-08-09 23:47:28,332 - freqtrade.configuration.timerange - WARNING - Moving start-date by 0 candles to account for startup time.
2022-08-09 23:47:28,332 - freqtrade.optimize.backtesting - INFO - Dataload complete. Calculating indicators
2022-08-09 23:47:28,335 - freqtrade.optimize.backtesting - WARNING - Backtest result caching disabled due to use of open-ended timerange.
2022-08-09 23:47:28,335 - freqtrade.optimize.backtesting - INFO - Running backtesting for Strategy Heracles
2022-08-09 23:47:28,335 - freqtrade.strategy.hyper - INFO - Strategy Parameter: buy_crossed_indicator_shift = 9
2022-08-09 23:47:28,335 - freqtrade.strategy.hyper - INFO - Strategy Parameter: buy_div_max = 0.98
2022-08-09 23:47:28,335 - freqtrade.strategy.hyper - INFO - Strategy Parameter: buy_div_min = 0.0
2022-08-09 23:47:28,336 - freqtrade.strategy.hyper - INFO - Strategy Parameter: buy_indicator_shift = 19
2022-08-09 23:47:28,336 - freqtrade.strategy.hyper - INFO - No params for sell found, using default values.
2022-08-09 23:47:28,336 - freqtrade.strategy.hyper - INFO - No params for protection found, using default values.
2022-08-09 23:47:29,458 - freqtrade.optimize.backtesting - INFO - Backtesting with data from 2017-08-17 04:00:00 up to 2022-01-01 08:00:00 (1598 days).
2022-08-09 23:48:11,971 - freqtrade.misc - INFO - dumping json to "/opt/freqtrade/user_data/backtest_results/backtest-result-2022-08-09_23-48-11.meta.json"
2022-08-09 23:48:11,975 - freqtrade.misc - INFO - dumping json to "/opt/freqtrade/user_data/backtest_results/backtest-result-2022-08-09_23-48-11.json"
2022-08-09 23:48:12,142 - freqtrade.misc - INFO - dumping json to "/opt/freqtrade/user_data/backtest_results/.last_result.json"
Result for strategy Heracles
============================================================ BACKTESTING REPORT ===========================================================
| Pair | Buys | Avg Profit % | Cum Profit % | Tot Profit USDT | Tot Profit % | Avg Duration | Win Draw Loss Win% |
|------------+--------+----------------+----------------+-------------------+----------------+------------------+-------------------------|
| BNB/USDT | 252 | 2.69 | 676.79 | 1027.546 | 102.75 | 5 days, 18:55:00 | 143 87 22 56.7 |
| ETH/USDT | 227 | 1.22 | 277.29 | 396.941 | 39.69 | 6 days, 20:23:00 | 127 77 23 55.9 |
| DOT/USDT | 85 | 2.59 | 220.01 | 294.316 | 29.43 | 5 days, 12:17:00 | 47 30 8 55.3 |
| XRP/USDT | 150 | 0.87 | 130.32 | 280.390 | 28.04 | 8 days, 16:48:00 | 77 52 21 51.3 |
| ADA/USDT | 178 | 1.35 | 241.10 | 238.207 | 23.82 | 7 days, 9:10:00 | 102 53 23 57.3 |
| XLM/USDT | 180 | 1.35 | 242.24 | 192.395 | 19.24 | 6 days, 21:37:00 | 95 62 23 52.8 |
| BTC/USDT | 192 | 1.56 | 299.47 | 155.779 | 15.58 | 8 days, 2:28:00 | 103 74 15 53.6 |
| XMR/USDT | 78 | 2.11 | 164.78 | 126.270 | 12.63 | 6 days, 22:58:00 | 45 28 5 57.7 |
| LINK/USDT | 189 | 2.03 | 382.93 | 93.240 | 9.32 | 5 days, 11:33:00 | 110 58 21 58.2 |
| BCH/USDT | 106 | 1.47 | 155.39 | 37.356 | 3.74 | 6 days, 23:15:00 | 52 43 11 49.1 |
| ONT/USDT | 2 | 4.60 | 9.19 | 3.161 | 0.32 | 4 days, 4:00:00 | 1 1 0 100 |
| XEM/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| XTZ/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| THETA/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| DASH/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| ATOM/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| FIL/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| UNI/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| AAVE/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| SNX/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| ZIL/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| ZEC/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| YFI/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| ETC/USDT | 1 | 0.00 | 0.00 | 0.000 | 0.00 | 5 days, 0:00:00 | 0 1 0 0 |
| WAVES/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| DOGE/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| COMP/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| MKR/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| GRT/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| FTT/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| DCR/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| SUSHI/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| UMA/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| KSM/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| ALGO/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| OMG/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| DGB/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| EGLD/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| BAT/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| STX/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| ZRX/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| LUNA/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| REN/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| NEAR/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| ICX/USDT | 0 | 0.00 | 0.00 | 0.000 | 0.00 | 0:00 | 0 0 0 0 |
| VET/USDT | 1 | -34.63 | -34.63 | -16.374 | -1.64 | 15 days, 8:00:00 | 0 0 1 0 |
| TRX/USDT | 34 | 0.64 | 21.84 | -28.264 | -2.83 | 7 days, 12:42:00 | 18 11 5 52.9 |
| EOS/USDT | 65 | -1.73 | -112.50 | -117.822 | -11.78 | 8 days, 5:32:00 | 28 26 11 43.1 |
| NEO/USDT | 78 | -1.58 | -122.94 | -163.615 | -16.36 | 5 days, 14:18:00 | 46 15 17 59.0 |
| LTC/USDT | 207 | 0.36 | 74.56 | -192.883 | -19.29 | 6 days, 22:55:00 | 109 71 27 52.7 |
| TOTAL | 2025 | 1.30 | 2625.83 | 2326.645 | 232.66 | 6 days, 20:53:00 | 1103 689 233 54.5 |
========================================================== ENTER TAG STATS ===========================================================
| TAG | Buys | Avg Profit % | Cum Profit % | Tot Profit USDT | Tot Profit % | Avg Duration | Win Draw Loss Win% |
|-------+--------+----------------+----------------+-------------------+----------------+------------------+-------------------------|
| TOTAL | 2025 | 1.30 | 2625.83 | 2326.645 | 232.66 | 6 days, 20:53:00 | 1103 689 233 54.5 |
===================================================== EXIT REASON STATS =====================================================
| Exit Reason | Exits | Win Draws Loss Win% | Avg Profit % | Cum Profit % | Tot Profit USDT | Tot Profit % |
|---------------+---------+--------------------------+----------------+----------------+-------------------+----------------|
| roi | 1792 | 1103 689 0 100 | 5.85 | 10492.1 | 19778.3 | 1049.21 |
| stop_loss | 223 | 0 0 223 0 | -34.63 | -7722.68 | -16905.5 | -772.27 |
| force_exit | 10 | 0 0 10 0 | -14.36 | -143.61 | -546.194 | -14.36 |
========================================================= LEFT OPEN TRADES REPORT =========================================================
| Pair | Buys | Avg Profit % | Cum Profit % | Tot Profit USDT | Tot Profit % | Avg Duration | Win Draw Loss Win% |
|-----------+--------+----------------+----------------+-------------------+----------------+-------------------+-------------------------|
| XLM/USDT | 1 | -8.21 | -8.21 | -27.660 | -2.77 | 5 days, 4:00:00 | 0 0 1 0 |
| BTC/USDT | 1 | -8.02 | -8.02 | -30.452 | -3.05 | 4 days, 12:00:00 | 0 0 1 0 |
| LTC/USDT | 1 | -9.99 | -9.99 | -37.620 | -3.76 | 8 days, 12:00:00 | 0 0 1 0 |
| BCH/USDT | 1 | -11.83 | -11.83 | -42.642 | -4.26 | 24 days, 16:00:00 | 0 0 1 0 |
| DOT/USDT | 1 | -11.49 | -11.49 | -43.263 | -4.33 | 5 days, 12:00:00 | 0 0 1 0 |
| XRP/USDT | 1 | -16.52 | -16.52 | -62.185 | -6.22 | 9 days, 4:00:00 | 0 0 1 0 |
| ADA/USDT | 1 | -22.21 | -22.21 | -63.140 | -6.31 | 29 days, 16:00:00 | 0 0 1 0 |
| LINK/USDT | 1 | -18.42 | -18.42 | -69.982 | -7.00 | 4 days, 16:00:00 | 0 0 1 0 |
| BNB/USDT | 1 | -17.29 | -17.29 | -79.521 | -7.95 | 31 days, 8:00:00 | 0 0 1 0 |
| ETH/USDT | 1 | -19.64 | -19.64 | -89.730 | -8.97 | 31 days, 16:00:00 | 0 0 1 0 |
| TOTAL | 10 | -14.36 | -143.61 | -546.194 | -54.62 | 15 days, 11:36:00 | 0 0 10 0 |
================== SUMMARY METRICS ==================
| Metric | Value |
|-----------------------------+---------------------|
| Backtesting from | 2017-08-17 04:00:00 |
| Backtesting to | 2022-01-01 08:00:00 |
| Max open trades | 10 |
| | |
| Total/Daily Avg Trades | 2025 / 1.27 |
| Starting balance | 1000 USDT |
| Final balance | 3326.645 USDT |
| Absolute profit | 2326.645 USDT |
| Total profit % | 232.66% |
| CAGR % | 31.59% |
| Profit factor | 1.13 |
| Trades per day | 1.27 |
| Avg. daily profit % | 0.15% |
| Avg. stake amount | 183.819 USDT |
| Total trade volume | 372234.099 USDT |
| | |
| Best Pair | BNB/USDT 676.79% |
| Worst Pair | NEO/USDT -122.94% |
| Best trade | BNB/USDT 35.66% |
| Worst trade | ETH/USDT -34.63% |
| Best day | 498.677 USDT |
| Worst day | -3318.61 USDT |
| Days win/draw/lose | 575 / 926 / 93 |
| Avg. Duration Winners | 2 days, 7:48:00 |
| Avg. Duration Loser | 16 days, 0:47:00 |
| Rejected Entry signals | 183903 |
| Entry/Exit Timeouts | 0 / 0 |
| | |
| Min balance | 344.652 USDT |
| Max balance | 7796.243 USDT |
| Max % of account underwater | 83.91% |
| Absolute Drawdown (Account) | 62.32% |
| Absolute Drawdown | 4858.503 USDT |
| Drawdown high | 6796.243 USDT |
| Drawdown low | 1937.74 USDT |
| Drawdown Start | 2021-05-16 08:00:00 |
| Drawdown End | 2021-06-22 08:00:00 |
| Market change | 1550.04% |
=====================================================
2022-08-09 23:48:12,371 - freqtrade.exchange.exchange - INFO - Closing async ccxt session.