docs: update backtesting docs

This commit is contained in:
Matthias
2026-04-12 10:00:16 +02:00
parent 22707d6c04
commit da9f592d3d
+134 -108
View File
@@ -161,59 +161,59 @@ A backtesting result will look like that:
``` ```
BACKTESTING REPORT BACKTESTING REPORT
┏━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓ ┏━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ Pair ┃ Trades ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┃ Pair ┃ Trades ┃ Avg Profit % ┃ Tot Profit ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃
┡━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩ ┡━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩
│ LTC/USDT:USDT │ 16 │ 1.0 │ 56.176 │ 5.62 │ 16:16:00 │ 16 0 0 100 │ │ LTC/USDT:USDT │ 16 │ 1.01 │ 56.882 │ 5.69 │ 16:16:00 │ 16 0 0 100 │
│ ETC/USDT:USDT │ 12 │ 0.72 30.936 │ 3.09 │ 9:55:00 │ 11 0 1 91.7 │ │ ETC/USDT:USDT │ 12 │ 0.7331.513 │ 3.15 │ 9:55:00 │ 11 0 1 91.7 │
│ ETH/USDT:USDT │ 8 │ 0.66 17.864 │ 1.79 │ 1 day, 13:55:00 │ 7 0 1 87.5 │ │ ETH/USDT:USDT │ 8 │ 0.6918.659 │ 1.87 │ 1 day, 13:55:00 │ 7 0 1 87.5 │
│ XLM/USDT:USDT │ 10 │ 0.31 11.054 │ 1.11 │ 12:08:00 │ 9 0 1 90.0 │ │ XLM/USDT:USDT │ 10 │ 0.3 │ 10.694 │ 1.07 │ 12:08:00 │ 9 0 1 90.0 │
│ BTC/USDT:USDT │ 8 │ 0.21 7.289 │ 0.73 │ 3 days, 1:24:00 │ 6 0 2 75.0 │ │ BTC/USDT:USDT │ 8 │ 0.22 │ 7.502 │ 0.75 │ 3 days, 1:24:00 │ 6 0 2 75.0 │
│ XRP/USDT:USDT │ 9 │ -0.14 -7.261 │ -0.73 │ 21:18:00 │ 8 0 1 88.9 │ │ XRP/USDT:USDT │ 9 │ -0.13-6.837 │ -0.68 │ 21:18:00 │ 8 0 1 88.9 │
│ DOT/USDT:USDT │ 6 │ -0.4 │ -9.187 │ -0.92 │ 5:35:00 │ 4 0 2 66.7 │ │ DOT/USDT:USDT │ 6 │ -0.39 │ -9.169 │ -0.92 │ 5:35:00 │ 4 0 2 66.7 │
│ ADA/USDT:USDT │ 8 │ -1.76 -52.098 │ -5.21 │ 11:38:00 │ 6 0 2 75.0 │ │ ADA/USDT:USDT │ 8 │ -1.75 │ -52.089 │ -5.21 │ 11:38:00 │ 6 0 2 75.0 │
│ TOTAL │ 77 │ 0.22 54.774 │ 5.48 │ 22:12:00 │ 67 0 10 87.0 │ │ TOTAL │ 77 │ 0.2357.157 │ 5.72 │ 22:12:00 │ 67 0 10 87.0 │
└───────────────┴────────┴──────────────┴─────────────────┴──────────────┴─────────────────┴────────────────────────┘ └───────────────┴────────┴──────────────┴─────────────┴──────────────┴─────────────────┴────────────────────────┘
LEFT OPEN TRADES REPORT LEFT OPEN TRADES REPORT
┏━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓ ┏━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ Pair ┃ Trades ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┃ Pair ┃ Trades ┃ Avg Profit % ┃ Tot Profit ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃
┡━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩ ┡━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩
│ BTC/USDT:USDT │ 1 │ -4.14 │ -9.930 │ -0.99 │ 17 days, 8:00:00 │ 0 0 1 0 │ │ BTC/USDT:USDT │ 1 │ -4.14 │ -9.930 │ -0.99 │ 17 days, 8:00:00 │ 0 0 1 0 │
│ ETC/USDT:USDT │ 1 │ -4.24 │ -15.365 │ -1.54 │ 10:40:00 │ 0 0 1 0 │ │ ETC/USDT:USDT │ 1 │ -4.24 │ -15.365 │ -1.54 │ 10:40:00 │ 0 0 1 0 │
│ DOT/USDT:USDT │ 1 │ -5.29 │ -19.125 │ -1.91 │ 11:30:00 │ 0 0 1 0 │ │ DOT/USDT:USDT │ 1 │ -5.29 │ -19.166 │ -1.92 │ 11:30:00 │ 0 0 1 0 │
│ TOTAL │ 3 │ -4.56 │ -44.420 │ -4.44 │ 6 days, 2:03:00 │ 0 0 3 0 │ │ TOTAL │ 3 │ -4.56 │ -44.461 │ -4.45 │ 6 days, 2:03:00 │ 0 0 3 0 │
└───────────────┴────────┴──────────────┴─────────────────┴──────────────┴──────────────────┴────────────────────────┘ └───────────────┴────────┴──────────────┴─────────────┴──────────────┴──────────────────┴────────────────────────┘
ENTER TAG STATS ENTER TAG STATS
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓ ┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ Enter Tag ┃ Entries ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┃ Enter Tag ┃ Entries ┃ Avg Profit % ┃ Tot Profit ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩ ┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩
│ OTHER │ 77 │ 0.22 54.774 │ 5.48 │ 22:12:00 │ 67 0 10 87.0 │ │ OTHER │ 77 │ 0.2357.157 │ 5.72 │ 22:12:00 │ 67 0 10 87.0 │
│ TOTAL │ 77 │ 0.22 54.774 │ 5.48 │ 22:12:00 │ 67 0 10 87.0 │ │ TOTAL │ 77 │ 0.2357.157 │ 5.72 │ 22:12:00 │ 67 0 10 87.0 │
└───────────┴─────────┴──────────────┴─────────────────┴──────────────┴──────────────┴────────────────────────┘ └───────────┴─────────┴──────────────┴─────────────┴──────────────┴──────────────┴────────────────────────┘
EXIT REASON STATS EXIT REASON STATS
┏━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓ ┏━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ Exit Reason ┃ Exits ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┃ Exit Reason ┃ Exits ┃ Avg Profit % ┃ Tot Profit ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃
┡━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩ ┡━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩
│ roi │ 67 │ 1.05 242.179 │ 24.22 │ 15:49:00 │ 67 0 0 100 │ │ roi │ 67 │ 1.06245.117 │ 24.51 │ 15:49:00 │ 67 0 0 100 │
│ exit_signal │ 4 │ -2.23 │ -31.217 │ -3.12 │ 1 day, 8:38:00 │ 0 0 4 0 │ │ exit_signal │ 4 │ -2.23 │ -31.226 │ -3.12 │ 1 day, 8:38:00 │ 0 0 4 0 │
│ force_exit │ 3 │ -4.56 │ -44.420 │ -4.44 │ 6 days, 2:03:00 │ 0 0 3 0 │ │ force_exit │ 3 │ -4.56 │ -44.461 │ -4.45 │ 6 days, 2:03:00 │ 0 0 3 0 │
│ stop_loss │ 3 │ -10.14 │ -111.768 │ -11.18 │ 1 day, 3:05:00 │ 0 0 3 0 │ │ stop_loss │ 3 │ -10.14 │ -112.273 │ -11.23 │ 1 day, 3:05:00 │ 0 0 3 0 │
│ TOTAL │ 77 │ 0.22 54.774 │ 5.48 │ 22:12:00 │ 67 0 10 87.0 │ │ TOTAL │ 77 │ 0.2357.157 │ 5.72 │ 22:12:00 │ 67 0 10 87.0 │
└─────────────┴───────┴──────────────┴─────────────────┴──────────────┴─────────────────┴────────────────────────┘ └─────────────┴───────┴──────────────┴─────────────┴──────────────┴─────────────────┴────────────────────────┘
MIXED TAG STATS MIXED TAG STATS
┏━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓ ┏━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ Enter Tag ┃ Exit Reason ┃ Trades ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ ┃ Enter Tag ┃ Exit Reason ┃ Trades ┃ Avg Profit % ┃ Tot Profit ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩ ┡━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩
│ │ roi │ 67 │ 1.05 242.179 │ 24.22 │ 15:49:00 │ 67 0 0 100 │ │ │ roi │ 67 │ 1.06245.117 │ 24.51 │ 15:49:00 │ 67 0 0 100 │
│ │ exit_signal │ 4 │ -2.23 │ -31.217 │ -3.12 │ 1 day, 8:38:00 │ 0 0 4 0 │ │ │ exit_signal │ 4 │ -2.23 │ -31.226 │ -3.12 │ 1 day, 8:38:00 │ 0 0 4 0 │
│ │ force_exit │ 3 │ -4.56 │ -44.420 │ -4.44 │ 6 days, 2:03:00 │ 0 0 3 0 │ │ │ force_exit │ 3 │ -4.56 │ -44.461 │ -4.45 │ 6 days, 2:03:00 │ 0 0 3 0 │
│ │ stop_loss │ 3 │ -10.14 │ -111.768 │ -11.18 │ 1 day, 3:05:00 │ 0 0 3 0 │ │ │ stop_loss │ 3 │ -10.14 │ -112.273 │ -11.23 │ 1 day, 3:05:00 │ 0 0 3 0 │
│ TOTAL │ │ 77 │ 0.22 54.774 │ 5.48 │ 22:12:00 │ 67 0 10 87.0 │ │ TOTAL │ │ 77 │ 0.2357.157 │ 5.72 │ 22:12:00 │ 67 0 10 87.0 │
└───────────┴─────────────┴────────┴──────────────┴─────────────────┴──────────────┴─────────────────┴────────────────────────┘ └───────────┴─────────────┴────────┴──────────────┴─────────────┴──────────────┴─────────────────┴────────────────────────┘
SUMMARY METRICS SUMMARY METRICS
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓ ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ Metric ┃ Value ┃ ┃ Metric ┃ Value ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩ ┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ Backtesting from │ 2025-07-01 00:00:00 │ │ Backtesting from │ 2025-07-01 00:00:00 │
│ Backtesting to │ 2025-08-01 00:00:00 │ │ Backtesting to │ 2025-08-01 00:00:00 │
│ Trading Mode │ Isolated Futures │ │ Trading Mode │ Isolated Futures │
@@ -221,30 +221,31 @@ A backtesting result will look like that:
│ │ │ │ │ │
│ Total/Daily Avg Trades │ 77 / 2.48 │ │ Total/Daily Avg Trades │ 77 / 2.48 │
│ Starting balance │ 1000 USDT │ │ Starting balance │ 1000 USDT │
│ Final balance │ 1054.669 USDT │ │ Final balance │ 1057.157 USDT │
│ Absolute profit │ 54.669 USDT │ │ Absolute profit │ 57.157 USDT │
│ Total profit % │ 5.47% │ │ Total profit % │ 5.72% │
│ CAGR % │ 87.14% │ │ CAGR % │ 92.41% │
│ Sortino 2.46 │ Sharpe (closed trades)3.89
│ Sharpe 3.73 │ Sortino (closed trades)2.57
│ Calmar │ 40.81 │ Calmar (closed trades) │ 43.03
│ SQN │ 0.69 │ SQN │ 0.71
│ Profit factor │ 1.29 │ Profit factor │ 1.30
│ Expectancy (Ratio) │ 0.71 (0.04) │ │ Expectancy (Ratio) │ 0.74 (0.04) │
│ Avg. daily profit │ 1.764 USDT │ │ Avg. daily profit │ 1.844 USDT │
│ Avg. stake amount │ 345.251 USDT │ │ Avg. stake amount │ 345.478 USDT │
Total trade volume53352.96 USDT Market change 30.51%
│ Total trade volume │ 53390.788 USDT │
│ │ │ │ │ │
│ Long / Short trades │ 67 / 10 │ │ Long / Short trades │ 67 / 10 │
│ Long / Short profit % │ 8.93% / -3.46% │ │ Long / Short profit % │ 9.19% / -3.48% │
│ Long / Short profit USDT │ 89.262 / -34.593 │ │ Long / Short profit USDT │ 91.940 / -34.783 │
│ │ │ │ │ │
│ Best Pair │ LTC/USDT:USDT 5.62% │ │ Best Pair │ LTC/USDT:USDT 5.69% │
│ Worst Pair │ ADA/USDT:USDT -5.21% │ │ Worst Pair │ ADA/USDT:USDT -5.21% │
│ Best trade │ ETC/USDT:USDT 2.00% │ │ Best trade │ XRP/USDT:USDT 2.00% │
│ Worst trade │ ADA/USDT:USDT -10.17% │ │ Worst trade │ ADA/USDT:USDT -10.17% │
│ Best day │ 26.931 USDT │ │ Best day │ 27.031 USDT │
│ Worst day │ -47.741 USDT │ │ Worst day │ -47.826 USDT │
│ Days win/draw/lose │ 20 / 6 / 5 │ │ Days win/draw/lose │ 20 / 6 / 5 │
│ Min/Max/Avg. Duration Winners │ 0d 00:35 / 5d 18:15 / 0d 15:49 │ │ Min/Max/Avg. Duration Winners │ 0d 00:35 / 5d 18:15 / 0d 15:49 │
│ Min/Max/Avg. Duration Losers │ 0d 10:40 / 17d 08:00 / 2d 17:00 │ │ Min/Max/Avg. Duration Losers │ 0d 10:40 / 17d 08:00 / 2d 17:00 │
@@ -252,26 +253,38 @@ A backtesting result will look like that:
│ Rejected Entry signals │ 258 │ │ Rejected Entry signals │ 258 │
│ Entry/Exit Timeouts │ 0 / 0 │ │ Entry/Exit Timeouts │ 0 / 0 │
│ │ │ │ │ │
│ Min/Max balance realized │ 1003.168 USDT / 1149.577 USDT │ │ Min/Max balance (closed trades) │ 1003.205 USDT / 1151.425 USDT │
│ Min/Max balance unrealized │ 1000 USDT / 1149.577 USDT │ Max % of account underwater │ 8.19%
Min/Max balance dates │ 2025-07-01 00:05:00 / 2025-07-22 15:15:00 Absolute drawdown │ 94.268 USDT (8.19%)
│ Max % of account underwater │ 8.26% │
│ Absolute drawdown │ 94.908 USDT (8.26%) │
│ Drawdown duration │ 9 days 08:50:00 │ │ Drawdown duration │ 9 days 08:50:00 │
│ Profit at drawdown start │ 149.577 USDT │ │ Profit at drawdown start │ 151.425 USDT │
│ Profit at drawdown end │ 54.669 USDT │ │ Profit at drawdown end │ 57.157 USDT │
│ Drawdown start │ 2025-07-22 15:10:00 │ │ Drawdown start │ 2025-07-22 15:10:00 │
│ Drawdown end │ 2025-08-01 00:00:00 │ │ Drawdown end │ 2025-08-01 00:00:00 │
Market change30.51%
└───────────────────────────────┴───────────────────────────────────────────┘ │ Wallet based Metrics │ │
│ Min/Max balance (wallet balance) │ 1000 USDT / 1151.425 USDT │
│ Min/Max balance dates (wallet balance) │ 2025-07-01 00:05:00 / 2025-07-22 15:15:00 │
│ Max % of account underwater (balance) │ 5.01% │
│ Absolute drawdown (wallet balance) │ 54.76 USDT (4.76%) │
│ Drawdown duration │ 7 days 20:35:00 │
│ Profit at drawdown start │ 151.425 USDT │
│ Profit at drawdown end │ 96.664 USDT │
│ Drawdown start │ 2025-07-22 15:15:00 │
│ Drawdown end │ 2025-07-30 11:50:00 │
│ Sharpe (daily wallet balance) │ 4.42 │
│ Sortino (daily wallet balance) │ 4.35 │
│ Calmar (daily wallet balance) │ 136.07 │
└────────────────────────────────────────┴───────────────────────────────────────────┘
Backtested 2025-07-01 00:00:00 -> 2025-08-01 00:00:00 | Max open trades : 3 Backtested 2025-07-01 00:00:00 -> 2025-08-01 00:00:00 | Max open trades : 3
STRATEGY SUMMARY STRATEGY SUMMARY
┏━━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━ ┏━━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━┓
┃ Strategy ┃ Trades ┃ Avg Profit % ┃ Tot Profit USDT ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ Drawdown ┃ ┃ Strategy ┃ Trades ┃ Avg Profit % ┃ Tot Profit ┃ Tot Profit % ┃ Avg Duration ┃ Win Draw Loss Win% ┃ Drawdown ┃
┡━━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━ ┡━━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━┩
│ SampleStrategy │ 77 │ 0.22 54.774 │ 5.48 │ 22:12:00 │ 67 0 10 87.0 │ 94.647 USDT 8.23% │ │ SampleStrategy │ 77 │ 0.2357.157 │ 5.72 │ 22:12:00 │ 67 0 10 87.0 │ 94.268 8.19% │
└────────────────┴────────┴──────────────┴─────────────────┴──────────────┴──────────────┴────────────────────────┴──────────────────── └────────────────┴────────┴──────────────┴─────────────┴──────────────┴──────────────┴────────────────────────┴────────────────┘
``` ```
### Backtesting report table ### Backtesting report table
@@ -330,9 +343,10 @@ The last element of the backtest report is the summary metrics table.
It contains key metrics about the performance of your strategy on backtesting data. It contains key metrics about the performance of your strategy on backtesting data.
``` ```
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓ SUMMARY METRICS
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ Metric ┃ Value ┃ ┃ Metric ┃ Value ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩ ┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ Backtesting from │ 2025-07-01 00:00:00 │ │ Backtesting from │ 2025-07-01 00:00:00 │
│ Backtesting to │ 2025-08-01 00:00:00 │ │ Backtesting to │ 2025-08-01 00:00:00 │
│ Trading Mode │ Isolated Futures │ │ Trading Mode │ Isolated Futures │
@@ -340,30 +354,31 @@ It contains key metrics about the performance of your strategy on backtesting da
│ │ │ │ │ │
│ Total/Daily Avg Trades │ 77 / 2.48 │ │ Total/Daily Avg Trades │ 77 / 2.48 │
│ Starting balance │ 1000 USDT │ │ Starting balance │ 1000 USDT │
│ Final balance │ 1054.669 USDT │ │ Final balance │ 1057.157 USDT │
│ Absolute profit │ 54.669 USDT │ │ Absolute profit │ 57.157 USDT │
│ Total profit % │ 5.47% │ │ Total profit % │ 5.72% │
│ CAGR % │ 87.14% │ │ CAGR % │ 92.41% │
│ Sortino 2.46 │ Sharpe (closed trades)3.89
│ Sharpe 3.73 │ Sortino (closed trades)2.57
│ Calmar │ 40.81 │ Calmar (closed trades) │ 43.03
│ SQN │ 0.69 │ SQN │ 0.71
│ Profit factor │ 1.29 │ Profit factor │ 1.30
│ Expectancy (Ratio) │ 0.71 (0.04) │ │ Expectancy (Ratio) │ 0.74 (0.04) │
│ Avg. daily profit │ 1.764 USDT │ │ Avg. daily profit │ 1.844 USDT │
│ Avg. stake amount │ 345.251 USDT │ │ Avg. stake amount │ 345.478 USDT │
Total trade volume53352.96 USDT Market change 30.51%
│ Total trade volume │ 53390.788 USDT │
│ │ │ │ │ │
│ Long / Short trades │ 67 / 10 │ │ Long / Short trades │ 67 / 10 │
│ Long / Short profit % │ 8.93% / -3.46% │ │ Long / Short profit % │ 9.19% / -3.48% │
│ Long / Short profit USDT │ 89.262 / -34.593 │ │ Long / Short profit USDT │ 91.940 / -34.783 │
│ │ │ │ │ │
│ Best Pair │ LTC/USDT:USDT 5.62% │ │ Best Pair │ LTC/USDT:USDT 5.69% │
│ Worst Pair │ ADA/USDT:USDT -5.21% │ │ Worst Pair │ ADA/USDT:USDT -5.21% │
│ Best trade │ ETC/USDT:USDT 2.00% │ │ Best trade │ XRP/USDT:USDT 2.00% │
│ Worst trade │ ADA/USDT:USDT -10.17% │ │ Worst trade │ ADA/USDT:USDT -10.17% │
│ Best day │ 26.931 USDT │ │ Best day │ 27.031 USDT │
│ Worst day │ -47.741 USDT │ │ Worst day │ -47.826 USDT │
│ Days win/draw/lose │ 20 / 6 / 5 │ │ Days win/draw/lose │ 20 / 6 / 5 │
│ Min/Max/Avg. Duration Winners │ 0d 00:35 / 5d 18:15 / 0d 15:49 │ │ Min/Max/Avg. Duration Winners │ 0d 00:35 / 5d 18:15 / 0d 15:49 │
│ Min/Max/Avg. Duration Losers │ 0d 10:40 / 17d 08:00 / 2d 17:00 │ │ Min/Max/Avg. Duration Losers │ 0d 10:40 / 17d 08:00 / 2d 17:00 │
@@ -371,18 +386,29 @@ It contains key metrics about the performance of your strategy on backtesting da
│ Rejected Entry signals │ 258 │ │ Rejected Entry signals │ 258 │
│ Entry/Exit Timeouts │ 0 / 0 │ │ Entry/Exit Timeouts │ 0 / 0 │
│ │ │ │ │ │
│ Min/Max balance realized │ 1003.168 USDT / 1149.577 USDT │ │ Min/Max balance (closed trades) │ 1003.205 USDT / 1151.425 USDT │
│ Min/Max balance unrealized │ 1000 USDT / 1149.577 USDT │ Max % of account underwater │ 8.19%
Min/Max balance dates │ 2025-07-01 00:05:00 / 2025-07-22 15:15:00 Absolute drawdown │ 94.268 USDT (8.19%)
│ Max % of account underwater │ 8.26% │
│ Absolute drawdown │ 94.908 USDT (8.26%) │
│ Drawdown duration │ 9 days 08:50:00 │ │ Drawdown duration │ 9 days 08:50:00 │
│ Profit at drawdown start │ 149.577 USDT │ │ Profit at drawdown start │ 151.425 USDT │
│ Profit at drawdown end │ 54.669 USDT │ │ Profit at drawdown end │ 57.157 USDT │
│ Drawdown start │ 2025-07-22 15:10:00 │ │ Drawdown start │ 2025-07-22 15:10:00 │
│ Drawdown end │ 2025-08-01 00:00:00 │ │ Drawdown end │ 2025-08-01 00:00:00 │
Market change30.51%
└───────────────────────────────┴───────────────────────────────────────────┘ │ Wallet based Metrics │ │
│ Min/Max balance (wallet balance) │ 1000 USDT / 1151.425 USDT │
│ Min/Max balance dates (wallet balance) │ 2025-07-01 00:05:00 / 2025-07-22 15:15:00 │
│ Max % of account underwater (balance) │ 5.01% │
│ Absolute drawdown (wallet balance) │ 54.76 USDT (4.76%) │
│ Drawdown duration │ 7 days 20:35:00 │
│ Profit at drawdown start │ 151.425 USDT │
│ Profit at drawdown end │ 96.664 USDT │
│ Drawdown start │ 2025-07-22 15:15:00 │
│ Drawdown end │ 2025-07-30 11:50:00 │
│ Sharpe (daily wallet balance) │ 4.42 │
│ Sortino (daily wallet balance) │ 4.35 │
│ Calmar (daily wallet balance) │ 136.07 │
└────────────────────────────────────────┴───────────────────────────────────────────┘
``` ```
- `Backtesting from` / `Backtesting to`: Backtesting range (usually defined with the `--timerange` option). - `Backtesting from` / `Backtesting to`: Backtesting range (usually defined with the `--timerange` option).