重返量化交易

前两年研究了很久量化交易，写了无数个策略，效果不错，但被年初砸盘搞的心都凉了。最近无意间打开交易所，发现已经可以交易美股了，加上Ai这么智能，这下不得不继续研究了

花了一天时间写了一个策略，回测了BTC,ETH,SOL等等，几乎都是赚的，准备继续优化，看看能不能搞一个确确实实能赚钱的策略，后续转战美股

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 回测报告
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时间段                     2024-01-01 00:00  ->  2026-01-01 23:55
周期 / K线                 5m / 210816
起始资金                    10000.00 USDT
结束资金                    15762.15 USDT
绝对收益                    5762.15 USDT
总收益率                    57.62%
CAGR                    25.49%
同期标的涨跌                  109.54%
Sharpe                  0.68
Sortino                 0.97
Calmar                  0.94
Profit factor           inf
Expectancy              41.6826 USDT / 0.887%
手续费                     2618.40 USDT
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已平仓轮次                   215
日均平仓                    0.294
胜 / 平 / 负               215 / 0 / 0
胜率                      100.00%
最好 / 最差一笔               7.33% / 0.01%
最大连胜 / 连亏               215 / 0
平均持仓                    2d 03:06
盈利 / 亏损持仓               2d 03:06 / -
平均开仓额                   6024.76 USDT
成交额                     2618395.07 USDT
买入 / 卖出次数               941 / 215
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最大回撤                    -4124.88 USDT (-27.08%)
回撤区间                    2025-02-01 01:40 -> 2025-04-07 07:00
回撤持续                    65d 05:25
最低 / 最高权益               8819.75 / 17690.59
最好 / 最差一天               2024-08-08 1221.84 / 2025-03-03 -1194.12
日胜 / 平 / 负              408 / 65 / 259
未平层数 / 数量               10 / 0.17552663
未平均价 / 浮盈               99588.4549 / -1902.40
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月收益
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月份                 收益 USDT        收益 %            期末权益
2024-01            -282.93      -2.83%         9717.07
2024-02             659.36       6.79%        10376.43
2024-03             717.40       6.91%        11093.83
2024-04             120.52       1.09%        11214.35
2024-05             615.07       5.48%        11829.42
2024-06             315.11       2.66%        12144.53
2024-07              25.38       0.21%        12169.91
2024-08           -1056.49      -8.68%        11113.42
2024-09            1030.22       9.27%        12143.63
2024-10             367.17       3.02%        12510.80
2024-11             756.14       6.04%        13266.95
2024-12            1151.39       8.68%        14418.34
2025-01             776.11       5.38%        15194.45
2025-02           -2643.81     -17.40%        12550.64
2025-03            -267.02      -2.13%        12283.62
2025-04            1724.12      14.04%        14007.74
2025-05            1429.03      10.20%        15436.77
2025-06             546.46       3.54%        15983.23
2025-07             156.53       0.98%        16139.76
2025-08           -1371.76      -8.50%        14768.00
2025-09             786.47       5.33%        15554.47
2025-10            1921.59      12.35%        17476.06
2025-11           -1446.94      -8.28%        16029.12
2025-12            -475.99      -2.97%        15553.13
2026-01             209.02       1.34%        15762.15
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平仓的交易
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开仓                平仓                   次数       收益%      收益USDT          持仓      原因
2024-01-02 20:50  2024-01-03 02:10     1      0.87        8.73    05:20:00      止盈
2024-01-06 06:10  2024-01-06 15:25     3      0.55       16.57    09:15:00      止盈
2024-01-10 09:00  2024-01-10 18:05     1      1.32       13.24    09:05:00      止盈
2024-01-12 04:15  2024-02-07 20:50    10      0.28       27.54   26d 16:35      止盈
2024-02-10 09:10  2024-02-10 16:05     1      0.33        3.33    06:55:00      止盈
2024-02-12 11:35  2024-02-12 15:15     1      1.84       18.46    03:40:00      止盈
2024-02-13 15:15  2024-02-14 00:10     2      1.99       40.10    08:55:00      止盈
2024-02-15 19:20  2024-02-16 03:25     2      0.78       15.81    08:05:00      止盈
2024-02-17 08:40  2024-02-17 21:45     6      1.00       60.42    13:05:00      止盈
2024-02-20 17:25  2024-02-21 23:20     2      1.26       25.69    1d 05:55      止盈
2024-02-22 13:50  2024-02-24 10:20     4      0.01        0.41    1d 20:30      止盈
2024-02-26 07:45  2024-02-26 15:40     7      2.49      177.36    07:55:00      止盈
2024-02-29 17:50  2024-03-01 08:45     2      1.90       39.38    14:55:00      止盈
2024-03-02 05:20  2024-03-03 12:35     4      0.82       34.24    1d 07:15      止盈
2024-03-05 17:10  2024-03-06 06:15     3      4.27      133.33    13:05:00      止盈
2024-03-08 00:45  2024-03-08 14:10     2      1.24       26.30    13:25:00      止盈
2024-03-12 17:10  2024-03-13 02:25     1      2.80       29.70    09:15:00      止盈
2024-03-14 15:40  2024-03-15 00:40     3      2.33       74.17    09:00:00      止盈
2024-03-15 09:00  2024-03-15 15:15     1      1.69       18.02    06:15:00      止盈
2024-03-16 21:35  2024-03-17 09:35     1      0.10        1.07    12:00:00      止盈
2024-03-18 14:45  2024-03-19 17:30     8      1.99      168.75    1d 02:45      止盈
2024-03-19 22:55  2024-03-20 10:05     5      2.08      112.65    11:10:00      止盈
2024-03-21 18:15  2024-03-22 05:05     2      1.10       24.16    10:50:00      止盈
2024-03-22 14:25  2024-03-23 02:05     2      1.69       37.07    11:40:00      止盈
2024-03-24 03:15  2024-03-24 09:05     1      1.19       13.16    05:50:00      止盈
2024-03-27 18:20  2024-03-28 05:30     2      1.30       28.75    11:10:00      止盈
2024-03-29 05:40  2024-03-31 05:50     7      0.42       32.81    2d 00:10      止盈
2024-04-01 04:45  2024-04-01 21:40     4      0.26       11.43    16:55:00      止盈
2024-04-02 08:20  2024-04-02 20:20     4      0.67       29.86    12:00:00      止盈
2024-04-03 20:45  2024-04-04 08:35     1      0.82        9.16    11:50:00      止盈
2024-04-05 05:25  2024-04-05 14:55     1      2.10       23.33    09:30:00      止盈
2024-04-09 06:50  2024-04-10 17:30     5      0.39       21.59    1d 10:40      止盈
2024-04-11 12:00  2024-04-12 02:55     3      1.03       34.38    14:55:00      止盈
2024-04-12 13:30  2024-04-22 23:20    10      0.27       29.37   10d 09:50      止盈
2024-04-23 07:40  2024-04-24 01:55     4      0.88       39.63    18:15:00      止盈
2024-04-24 09:55  2024-04-25 21:20     7      0.29       22.52    1d 11:25      止盈
2024-04-26 16:10  2024-04-27 14:00     2      0.11        2.52    21:50:00      止盈
2024-04-28 23:25  2024-04-29 16:05     3      0.16        5.37    16:40:00      止盈
2024-04-30 08:15  2024-05-03 14:10     9      2.95      293.90    3d 05:55      止盈
2024-05-06 12:55  2024-05-07 02:05     3      0.75       25.87    13:10:00      止盈
2024-05-07 18:40  2024-05-09 15:35     9      0.04        4.26    1d 20:55      止盈
2024-05-10 15:10  2024-05-12 10:40     7      1.04       84.59    1d 19:30      止盈
2024-05-13 03:30  2024-05-13 08:25     2      2.99       69.56    04:55:00      止盈
2024-05-14 02:15  2024-05-15 10:00     4      0.32       14.84    1d 07:45      止盈
2024-05-16 16:40  2024-05-17 03:45     4      0.83       38.81    11:05:00      止盈
2024-05-19 13:00  2024-05-20 05:10     5      0.46       27.09    16:10:00      止盈
2024-05-21 15:00  2024-05-22 02:30     5      0.25       14.64    11:30:00      止盈
2024-05-22 23:20  2024-05-23 08:20     2      0.76       17.92    09:00:00      止盈
2024-05-23 14:30  2024-05-24 15:35     4      0.72       33.87    1d 01:05      止盈
2024-05-26 13:15  2024-05-27 02:30     3      0.37       13.22    13:15:00      止盈
2024-05-28 00:50  2024-05-28 22:35     6      0.02        1.44    21:45:00      止盈
2024-05-29 08:10  2024-05-30 02:40     3      0.73       25.78    18:30:00      止盈
2024-05-30 08:20  2024-05-30 14:10     1      1.76       20.87    05:50:00      止盈
2024-05-31 07:55  2024-06-02 14:40     8      0.41       38.47    2d 06:45      止盈
2024-06-04 09:50  2024-06-04 13:55     1      1.18       14.07    04:05:00      止盈
2024-06-05 14:15  2024-06-05 16:40     1      1.37       16.30    02:25:00      止盈
2024-06-07 17:45  2024-06-10 15:55     2      0.30        7.19    2d 22:10      止盈
2024-06-11 01:20  2024-06-12 10:20     9      0.09        9.21    1d 09:00      止盈
2024-06-13 03:40  2024-06-16 06:05     4      0.04        1.69    3d 02:25      止盈
2024-06-17 02:30  2024-06-17 18:40     8      1.36      129.33    16:10:00      止盈
2024-06-18 01:45  2024-06-18 23:05     2      0.38        9.14    21:20:00      止盈
2024-06-20 14:20  2024-06-22 06:50     4      0.05        2.35    1d 16:30      止盈
2024-06-23 15:55  2024-06-30 23:10    10      0.77       92.19    7d 07:15      止盈
2024-07-01 11:40  2024-07-01 18:25     2      1.21       29.33    06:45:00      止盈
2024-07-02 06:55  2024-07-15 01:25    10      0.30       35.50   12d 18:30      止盈
2024-07-16 07:55  2024-07-16 16:05     1      2.58       31.42    08:10:00      止盈
2024-07-17 11:40  2024-07-18 07:05     4      0.76       37.32    19:25:00      止盈
2024-07-18 15:15  2024-07-19 04:05     4      0.96       47.07    12:50:00      止盈
2024-07-21 07:30  2024-07-21 20:45     1      1.66       20.36    13:15:00      止盈
2024-07-22 06:40  2024-07-22 20:05     2      1.16       28.54    13:25:00      止盈
2024-07-23 04:50  2024-07-24 09:05    10      0.08       10.31    1d 04:15      止盈
2024-07-24 19:00  2024-07-25 16:35     8      0.26       25.20    21:35:00      止盈
2024-07-29 15:00  2024-09-27 09:20    10      0.20       24.24   59d 18:20      止盈
2024-09-28 08:15  2024-09-29 20:05     4      0.50       24.54    1d 11:50      止盈
2024-09-29 23:30  2024-10-14 10:25    10      0.32       39.95   14d 10:55      止盈
2024-10-15 05:35  2024-10-15 13:25     1      0.74        9.18    07:50:00      止盈
2024-10-17 03:10  2024-10-18 02:00     6      1.01       75.21    22:50:00      止盈
2024-10-19 10:30  2024-10-19 21:40     6      0.03        2.23    11:10:00      止盈
2024-10-21 11:55  2024-10-22 06:35     4      0.12        5.89    18:40:00      止盈
2024-10-23 03:25  2024-10-24 01:25     4      0.74       37.00    22:00:00      止盈
2024-10-25 04:35  2024-10-25 12:10     4      0.60       29.82    07:35:00      止盈
2024-10-25 17:50  2024-10-26 20:30     3      0.29       11.05    1d 02:40      止盈
2024-10-30 13:05  2024-10-30 21:10     1      0.82       10.27    08:05:00      止盈
2024-10-31 12:20  2024-11-01 14:40     6      0.92       68.68    1d 02:20      止盈
2024-11-01 18:55  2024-11-02 08:05     3      1.00       37.72    13:10:00      止盈
2024-11-03 01:20  2024-11-03 20:00     6      0.70       53.23    18:40:00      止盈
2024-11-04 14:40  2024-11-05 04:30     5      0.95       60.22    13:50:00      止盈
2024-11-07 04:20  2024-11-07 16:00     2      1.35       34.47    11:40:00      止盈
2024-11-09 14:25  2024-11-09 23:50     3      0.39       14.94    09:25:00      止盈
2024-11-10 20:45  2024-11-11 01:55     1      2.38       30.47    05:10:00      止盈
2024-11-12 13:50  2024-11-12 19:35     1      4.08       52.35    05:45:00      止盈
2024-11-13 04:40  2024-11-13 13:55     3      2.93      113.32    09:15:00      止盈
2024-11-14 21:00  2024-11-15 09:45     2      1.42       36.87    12:45:00      止盈
2024-11-16 15:30  2024-11-17 09:20     3      0.97       38.03    17:50:00      止盈
2024-11-17 19:10  2024-11-18 02:00     2      0.90       23.48    06:50:00      止盈
2024-11-18 13:25  2024-11-19 06:15     1      2.10       27.43    16:50:00      止盈
2024-11-23 17:10  2024-11-24 02:50     2      0.86       22.50    09:40:00      止盈
2024-11-24 12:00  2024-11-24 22:30     5      1.03       67.75    10:30:00      止盈
2024-11-25 15:00  2024-11-27 14:05    10      0.43       55.94    1d 23:05      止盈
2024-11-28 10:10  2024-11-29 02:15     2      1.45       38.38    16:05:00      止盈
2024-11-30 01:25  2024-11-30 17:35     3      0.18        6.99    16:10:00      止盈
2024-11-30 23:30  2024-12-01 08:35     5      0.67       44.46    09:05:00      止盈
2024-12-02 04:10  2024-12-02 16:20     7      1.16      107.61    12:10:00      止盈
2024-12-03 09:30  2024-12-03 22:00     3      0.61       24.32    12:30:00      止盈
2024-12-04 13:50  2024-12-04 20:25     3      2.97      119.65    06:35:00      止盈
2024-12-05 20:20  2024-12-06 15:00     1      0.29        3.93    18:40:00      止盈
2024-12-08 08:45  2024-12-08 14:00     2      1.01       27.22    05:15:00      止盈
2024-12-09 01:50  2024-12-11 13:35    10      0.13       17.60    2d 11:45      止盈
2024-12-12 06:55  2024-12-12 16:20     4      1.62       87.76    09:25:00      止盈
2024-12-12 19:45  2024-12-13 09:05     3      0.38       15.44    13:20:00      止盈
2024-12-14 12:55  2024-12-15 02:00     3      0.80       32.62    13:05:00      止盈
2024-12-16 10:25  2024-12-16 15:30     3      1.79       73.48    05:05:00      止盈
2024-12-17 22:25  2024-12-21 07:50     9      0.34       40.84    3d 09:25      止盈
2024-12-21 13:00  2024-12-22 11:55     4      0.53       29.46    22:55:00      止盈
2024-12-22 15:20  2024-12-23 04:25     6      1.19       98.77    13:05:00      止盈
2024-12-23 15:10  2024-12-24 14:00     8      2.69      298.16    22:50:00      止盈
2024-12-26 04:35  2024-12-27 04:20     8      0.33       37.44    23:45:00      止盈
2024-12-27 15:40  2024-12-28 11:35     3      0.56       23.79    19:55:00      止盈
2024-12-29 16:40  2024-12-30 19:10     9      1.53      194.96    1d 02:30      止盈
2024-12-31 21:15  2025-01-01 14:10     1      0.57        8.17    16:55:00      止盈
2025-01-03 05:10  2025-01-03 16:05     3      0.85       36.62    10:55:00      止盈
2025-01-05 08:55  2025-01-05 22:50     3      0.64       27.58    13:55:00      止盈
2025-01-07 10:15  2025-01-15 15:10    10      0.40       57.09    8d 04:55      止盈
2025-01-16 08:55  2025-01-16 17:45     3      0.88       38.33    08:50:00      止盈
2025-01-18 04:25  2025-01-18 14:25     2      1.13       32.83    10:00:00      止盈
2025-01-19 23:20  2025-01-20 07:40     2      7.33      213.82    08:20:00      止盈
2025-01-22 06:50  2025-01-23 16:20    10      1.21      178.74    1d 09:30      止盈
2025-01-24 23:05  2025-01-26 18:40     8      0.48       57.23    1d 19:35      止盈
2025-01-26 23:40  2025-01-27 15:10     6      0.74       66.04    15:30:00      止盈
2025-01-28 21:00  2025-01-29 06:40     3      1.53       69.26    09:40:00      止盈
2025-01-29 13:55  2025-01-29 20:55     1      2.21       33.48    07:00:00      止盈
2025-01-31 00:00  2025-01-31 12:25     6      0.30       27.25    12:25:00      止盈
2025-01-31 19:00  2025-05-08 21:00    10      0.24       36.71   97d 02:00      止盈
2025-05-09 16:50  2025-05-10 06:35     2      1.01       30.70    13:45:00      止盈
2025-05-11 22:50  2025-05-13 10:15     7      0.66       70.50    1d 11:25      止盈
2025-05-14 03:35  2025-05-14 11:50     2      0.34       10.28    08:15:00      止盈
2025-05-15 04:00  2025-05-15 16:10     6      0.81       73.81    12:10:00      止盈
2025-05-16 22:20  2025-05-17 21:05     9      0.05        6.39    22:45:00      止盈
2025-05-19 04:55  2025-05-19 15:25     2      1.33       40.92    10:30:00      止盈
2025-05-20 07:50  2025-05-20 18:15     5      1.20       92.41    10:25:00      止盈
2025-05-21 09:50  2025-05-21 15:10     1      2.38       36.91    05:20:00      止盈
2025-05-23 06:55  2025-05-24 11:15     3      0.46       21.20    1d 04:20      止盈
2025-05-24 23:45  2025-05-25 20:00     3      0.10        4.76    20:15:00      止盈
2025-05-26 17:50  2025-05-27 08:45     2      0.39       11.97    14:55:00      止盈
2025-05-27 22:20  2025-05-29 01:05     6      0.06        5.60    1d 02:45      止盈
2025-05-29 17:10  2025-06-01 22:25    10      0.23       35.70    3d 05:15      止盈
2025-06-02 09:55  2025-06-02 21:15     6      0.38       34.99    11:20:00      止盈
2025-06-03 08:20  2025-06-03 15:00     2      1.24       38.73    06:40:00      止盈
2025-06-04 00:30  2025-06-05 13:15     5      0.51       39.95    1d 12:45      止盈
2025-06-05 16:45  2025-06-06 06:20     6      0.15       13.76    13:35:00      止盈
2025-06-08 07:45  2025-06-08 12:20     2      0.08        2.39    04:35:00      止盈
2025-06-09 01:10  2025-06-09 09:50     6      1.01       94.57    08:40:00      止盈
2025-06-10 07:50  2025-06-11 00:10     5      0.82       64.52    16:20:00      止盈
2025-06-11 09:50  2025-06-11 14:35     3      0.49       23.44    04:45:00      止盈
2025-06-11 18:20  2025-06-12 17:55     9      0.37       53.06    23:35:00      止盈
2025-06-12 20:55  2025-06-13 15:55     2      0.14        4.30    19:00:00      止盈
2025-06-14 06:20  2025-06-14 22:40     4      0.28       17.53    16:20:00      止盈
2025-06-15 08:55  2025-06-16 02:20     3      0.55       26.36    17:25:00      止盈
2025-06-17 07:35  2025-06-20 08:50    10      0.07       11.24    3d 01:15      止盈
2025-06-20 16:15  2025-06-21 10:15     4      0.16       10.27    18:00:00      止盈
2025-06-21 18:00  2025-06-23 06:15    10      0.31       48.48    1d 12:15      止盈
2025-06-26 11:30  2025-06-26 20:45     2      0.45       14.17    09:15:00      止盈
2025-06-27 14:35  2025-06-28 04:05     2      0.61       19.58    13:30:00      止盈
2025-06-28 14:00  2025-06-29 09:00     1      0.44        6.97    19:00:00      止盈
2025-06-29 17:50  2025-06-30 00:00     3      0.70       33.66    06:10:00      止盈
2025-06-30 15:00  2025-07-02 07:15    10      0.05        8.41    1d 16:15      止盈
2025-07-03 02:45  2025-07-03 07:00     1      0.59        9.40    04:15:00      止盈
2025-07-04 03:10  2025-07-06 13:35     6      0.05        5.22    2d 10:25      止盈
2025-07-07 10:35  2025-07-08 08:25     7      0.01        0.97    21:50:00      止盈
2025-07-08 16:15  2025-07-08 19:05     1      0.66       10.60    02:50:00      止盈
2025-07-09 03:40  2025-07-09 12:50     3      0.84       40.19    09:10:00      止盈
2025-07-10 12:15  2025-07-10 16:45     2      1.42       45.31    04:30:00      止盈
2025-07-11 16:10  2025-07-12 06:55     1      0.77       12.34    14:45:00      止盈
2025-07-12 13:20  2025-07-13 03:45     4      0.25       15.83    14:25:00      止盈
2025-07-14 15:10  2025-07-16 10:30     8      0.01        0.84    1d 19:20      止盈
2025-07-17 01:50  2025-07-17 18:45     2      1.22       39.27    16:55:00      止盈
2025-07-18 08:45  2025-07-19 02:00     6      0.09        8.94    17:15:00      止盈
2025-07-21 17:45  2025-07-22 07:30     5      0.87       69.56    13:45:00      止盈
2025-07-23 04:00  2025-07-23 23:20     6      0.13       12.22    19:20:00      止盈
2025-07-24 06:00  2025-07-24 15:15     1      1.16       18.78    09:15:00      止盈
2025-07-25 00:40  2025-07-25 19:50     8      0.35       45.30    19:10:00      止盈
2025-07-27 09:35  2025-07-27 16:05     2      0.63       20.41    06:30:00      止盈
2025-07-28 09:45  2025-07-29 04:15     3      0.24       11.85    18:30:00      止盈
2025-07-29 15:10  2025-07-30 03:05     1      0.05        0.89    11:55:00      止盈
2025-07-30 19:05  2025-07-31 01:20     1      1.79       29.08    06:15:00      止盈
2025-07-31 18:10  2025-08-07 11:30    10      0.02        3.43    6d 17:20      止盈
2025-08-08 09:25  2025-08-09 09:25     2      0.56       18.13    1d 00:00      止盈
2025-08-09 16:40  2025-08-10 03:40     7      1.28      145.90    11:00:00      止盈
2025-08-11 12:55  2025-08-12 15:40     5      0.34       27.87    1d 02:45      止盈
2025-08-13 02:20  2025-08-13 11:15     1      0.95       15.53    08:55:00      止盈
2025-08-14 06:05  2025-10-02 19:20    10      0.23       37.56   49d 13:15      止盈
2025-10-03 05:50  2025-10-03 11:05     1      0.30        4.94    05:15:00      止盈
2025-10-04 02:40  2025-10-05 00:05     4      0.34       22.65    21:25:00      止盈
2025-10-05 15:45  2025-10-06 00:00     1      0.39        6.34    08:15:00      止盈
2025-10-07 03:30  2025-10-07 12:55     5      0.67       55.24    09:25:00      止盈
2025-10-07 14:40  2025-10-08 10:25     6      0.65       64.45    19:45:00      止盈
2025-10-09 02:20  2025-10-09 12:45     3      1.09       54.12    10:25:00      止盈
2025-10-09 15:45  2025-10-10 01:20     2      0.89       29.63    09:35:00      止盈
2025-10-10 17:10  2025-10-12 20:35    10      0.20       32.32    2d 03:25      止盈
2025-10-14 02:20  2025-10-14 18:35     6      0.45       45.05    16:15:00      止盈
2025-10-15 04:05  2025-10-16 03:30     6      0.24       24.44    23:25:00      止盈
2025-10-16 16:05  2025-10-17 03:40     7      0.71       83.40    11:35:00      止盈
2025-10-17 07:15  2025-10-17 21:40     4      1.71      114.81    14:25:00      止盈
2025-10-19 09:10  2025-10-19 11:25     1      1.33       22.48    02:15:00      止盈
2025-10-21 02:10  2025-10-21 16:40     6      4.73      479.62    14:30:00      止盈
2025-10-21 23:45  2025-10-23 03:40     7      0.35       42.15    1d 03:55      止盈
2025-10-24 16:10  2025-10-25 03:35     1      0.84       14.61    11:25:00      止盈
2025-10-26 04:00  2025-10-26 08:55     1      0.36        6.29    04:55:00      止盈
2025-10-27 20:45  2025-10-28 09:05     5      0.03        2.42    12:20:00      止盈
2025-10-28 20:20  2025-10-29 07:40     5      0.59       51.70    11:20:00      止盈
2025-10-29 15:05  2025-10-31 00:55     9      0.13       19.89    1d 09:50      止盈
2025-11-02 16:05  2025-11-03 00:20     3      0.57       29.98    08:15:00      止盈
2025-11-03 03:15  2025-11-10 01:05    10      0.07       12.18    6d 21:50      止盈
2025-11-11 05:15  2025-11-12 09:25     9      0.53       83.32    1d 04:10      止盈
2025-11-12 15:55  2025-11-13 06:00     5      1.28      111.91    14:05:00      止盈