大漲幣模擬操作回測(兩段式移動停利)

大漲幣模擬操作回測(兩段式貝氏優化)

產生時間：2026-09-13 15:13:55 台灣時間
貝氏優化(Optuna/TPE)聯合搜尋兩段式移動停利(策略D)「每輪取前幾名、分數上限、第一段觸發%/回落%/賣出比例、第二段觸發%/回落%」7個維度的聯合最佳解(共200次試驗)；固定停損30.0%、槓桿3x、手續費0.05%/次、隱藏反轉校正：門檻相依動態估計(auto)、移動停利最小回調率限制0.10%、截斷率上限15%(避免優化器靠未實現部位冒充已實現獲利，見下方說明)
操作日期區間：2026-07-25 ~ 2026-09-12；分析使用的資料日期區間：2026-02-01 ~ 2026-09-13；測試區間約50.5天

最佳組合：每輪取前4名、分數上限=5.0%、 第一段(觸發0.000%/回落0.502%/賣出32.8%)、 第二段(觸發149.502%/回落9.049%)（皆為權益層級）
單筆等效複利率=-2.073%、 軌道勝率=8.3%、ROI=-1.50%、 停損觸發率=18.3%、截斷率=0.0%
基準線(同一組stage參數/停損/槓桿，扣掉分數上限篩掉的以外、全部候選都進場、 不用排名截斷)：單筆等效複利率=+0.097%、 軌道勝率=95.8%、ROI=+0.24%、 停損觸發率=2.3%
贏過基準線=-2.170%（最佳組合的單筆等效複利率 減去 基準線的單筆等效 複利率——這個數字才是「排名/選股」本身帶來的超額報酬；如果接近0甚至負的，代表報酬主要來自 stage參數本身(出場邏輯)，排名/選股沒有實質貢獻）

前20名試驗結果(依score排序)

每輪取前幾名分數上限s1觸發%(權益)s1回落%(權益) s1賣出%s2觸發%(權益)s2回落%(權益) 單筆等效複利率軌道獲利率截斷率
45.0%0.000%0.502%32.8%149.502%9.049%-2.073%8.3%0.0%
45.0%0.000%0.400%30.9%149.799%11.525%-2.113%8.3%0.0%
45.5%0.000%0.371%36.6%147.862%13.198%-2.192%8.3%0.0%
45.0%0.000%0.418%57.9%148.164%12.272%-1.857%0.0%0.0%
45.1%0.000%0.455%63.5%147.764%14.243%-1.857%0.0%0.0%
45.5%0.000%0.310%31.6%148.671%11.901%-2.329%8.3%0.0%
45.0%0.000%0.522%33.5%137.328%12.053%-2.123%4.2%0.0%
45.4%0.000%0.616%42.4%149.727%10.114%-2.139%4.2%0.0%
45.0%0.000%0.463%50.2%145.384%11.402%-1.944%0.0%0.0%
45.0%0.000%0.370%14.7%138.561%9.091%-2.366%8.3%0.0%
45.3%0.000%0.432%51.6%149.850%13.415%-1.992%0.0%0.0%
45.0%0.000%0.586%45.4%149.192%12.726%-1.997%0.0%0.0%
45.0%0.000%0.340%41.7%145.703%15.096%-2.015%0.0%0.0%
45.0%0.000%0.721%11.6%141.188%4.762%-2.439%8.3%0.0%
45.0%0.000%0.600%52.7%134.198%10.022%-2.036%0.0%0.0%
45.0%0.000%0.434%40.6%138.555%9.655%-2.047%0.0%0.0%
45.1%0.000%0.615%39.0%139.429%12.139%-2.056%0.0%0.0%
45.4%0.000%0.538%46.4%139.281%9.925%-2.062%0.0%0.0%
45.0%0.000%0.736%42.2%145.747%9.455%-2.084%0.0%0.0%
45.1%0.000%0.669%42.9%136.266%10.250%-2.096%0.0%0.0%

報酬率分佈(用上面最佳組合的完整交易列表統計)

(-inf, -50.0]%: 0筆 (0.00%)(-inf, -50.0]%0筆(0.0%)(-50.0, -45.0]%: 0筆 (0.00%)(-50.0, -45.0]%0筆(0.0%)(-45.0, -40.0]%: 0筆 (0.00%)(-45.0, -40.0]%0筆(0.0%)(-40.0, -38.0]%: 0筆 (0.00%)(-40.0, -38.0]%0筆(0.0%)(-38.0, -36.0]%: 0筆 (0.00%)(-38.0, -36.0]%0筆(0.0%)(-36.0, -34.0]%: 1筆 (0.02%)(-36.0, -34.0]%1筆(0.0%)(-34.0, -32.0]%: 0筆 (0.00%)(-34.0, -32.0]%0筆(0.0%)(-32.0, -30.0]%: 0筆 (0.00%)(-32.0, -30.0]%0筆(0.0%)(-30.0, -28.0]%: 16筆 (0.34%)(-30.0, -28.0]%16筆(0.3%)(-28.0, -26.0]%: 30筆 (0.63%)(-28.0, -26.0]%30筆(0.6%)(-26.0, -24.0]%: 44筆 (0.93%)(-26.0, -24.0]%44筆(0.9%)(-24.0, -22.0]%: 228筆 (4.79%)(-24.0, -22.0]%228筆(4.8%)(-22.0, -20.0]%: 554筆 (11.65%)(-22.0, -20.0]%554筆(11.6%)(-20.0, -10.0]%: 827筆 (17.39%)(-20.0, -10.0]%827筆(17.4%)(-10.0, -5.0]%: 687筆 (14.44%)(-10.0, -5.0]%687筆(14.4%)(-5.0, -2.0]%: 416筆 (8.75%)(-5.0, -2.0]%416筆(8.7%)(-2.0, -1.0]%: 114筆 (2.40%)(-2.0, -1.0]%114筆(2.4%)(-1.0, -0.5]%: 53筆 (1.11%)(-1.0, -0.5]%53筆(1.1%)(-0.5, 0.0]%: 60筆 (1.26%)(-0.5, 0.0]%60筆(1.3%)(0.0, 0.5]%: 57筆 (1.20%)(0.0, 0.5]%57筆(1.2%)(0.5, 1.0]%: 66筆 (1.39%)(0.5, 1.0]%66筆(1.4%)(1.0, 2.0]%: 119筆 (2.50%)(1.0, 2.0]%119筆(2.5%)(2.0, 5.0]%: 305筆 (6.41%)(2.0, 5.0]%305筆(6.4%)(5.0, 10.0]%: 354筆 (7.44%)(5.0, 10.0]%354筆(7.4%)(10.0, 15.0]%: 210筆 (4.42%)(10.0, 15.0]%210筆(4.4%)(15.0, 20.0]%: 134筆 (2.82%)(15.0, 20.0]%134筆(2.8%)(20.0, 25.0]%: 104筆 (2.19%)(20.0, 25.0]%104筆(2.2%)(25.0, 30.0]%: 80筆 (1.68%)(25.0, 30.0]%80筆(1.7%)(30.0, 35.0]%: 37筆 (0.78%)(30.0, 35.0]%37筆(0.8%)(35.0, 40.0]%: 45筆 (0.95%)(35.0, 40.0]%45筆(0.9%)(40.0, 45.0]%: 38筆 (0.80%)(40.0, 45.0]%38筆(0.8%)(45.0, 50.0]%: 20筆 (0.42%)(45.0, 50.0]%20筆(0.4%)(50.0, 60.0]%: 39筆 (0.82%)(50.0, 60.0]%39筆(0.8%)(60.0, 70.0]%: 30筆 (0.63%)(60.0, 70.0]%30筆(0.6%)(70.0, 80.0]%: 32筆 (0.67%)(70.0, 80.0]%32筆(0.7%)(80.0, 90.0]%: 34筆 (0.71%)(80.0, 90.0]%34筆(0.7%)(90.0, 100.0]%: 15筆 (0.32%)(90.0, 100.0]%15筆(0.3%)(100.0, +inf]%: 7筆 (0.15%)(100.0, +inf]%7筆(0.1%)
顯示完整數字表格
報酬率區間筆數佔比
(-inf, -50.0]%00.00%
(-50.0, -45.0]%00.00%
(-45.0, -40.0]%00.00%
(-40.0, -38.0]%00.00%
(-38.0, -36.0]%00.00%
(-36.0, -34.0]%10.02%
(-34.0, -32.0]%00.00%
(-32.0, -30.0]%00.00%
(-30.0, -28.0]%160.34%
(-28.0, -26.0]%300.63%
(-26.0, -24.0]%440.93%
(-24.0, -22.0]%2284.79%
(-22.0, -20.0]%55411.65%
(-20.0, -10.0]%82717.39%
(-10.0, -5.0]%68714.44%
(-5.0, -2.0]%4168.75%
(-2.0, -1.0]%1142.40%
(-1.0, -0.5]%531.11%
(-0.5, 0.0]%601.26%
(0.0, 0.5]%571.20%
(0.5, 1.0]%661.39%
(1.0, 2.0]%1192.50%
(2.0, 5.0]%3056.41%
(5.0, 10.0]%3547.44%
(10.0, 15.0]%2104.42%
(15.0, 20.0]%1342.82%
(20.0, 25.0]%1042.19%
(25.0, 30.0]%801.68%
(30.0, 35.0]%370.78%
(35.0, 40.0]%450.95%
(40.0, 45.0]%380.80%
(45.0, 50.0]%200.42%
(50.0, 60.0]%390.82%
(60.0, 70.0]%300.63%
(70.0, 80.0]%320.67%
(80.0, 90.0]%340.71%
(90.0, 100.0]%150.32%
(100.0, +inf]%70.15%

用最佳組合實際跑出的每一筆交易報酬率分桶統計，紅色=虧損區間、綠色=獲利區間， 肉眼檢查有沒有不合理的地方(例如某個出場理由的報酬範圍跟預期不符)——這個session就是靠這個 方法抓到過兩個真bug。

報酬最高/最低各5筆交易明細(核對用)

報酬最高5筆

標的報酬率進場時間(台灣,=進場價成立那一刻)進場價第一段出場時間第一段成交價最終出場時間最終成交價持有天數出場理由
LSKUSDT+111.31%2026-09-11 11:000.11932026-09-11 11:000.1193892026-09-12 10:000.185331.00stage1_trail+stage2_trail
COOKIEUSDT+109.89%2026-08-08 23:000.00942026-08-08 23:000.009405312026-08-09 19:000.01453710.88stage1_trail+stage2_trail
HOMEUSDT+109.09%2026-08-02 01:000.005752026-08-02 01:000.005720292026-08-02 22:000.008885640.92stage1_trail+stage2_trail
SOPHUSDT+107.18%2026-09-07 13:000.004552026-09-07 13:000.004536792026-09-08 09:000.006983150.88stage1_trail+stage2_trail
TUTUSDT+107.16%2026-08-07 11:000.025912026-08-07 11:000.02581752026-08-08 01:000.03977110.62stage1_trail+stage2_trail

報酬最低5筆

標的報酬率進場時間(台灣,=進場價成立那一刻)進場價第一段出場時間第一段成交價最終出場時間最終成交價持有天數出場理由
GPSUSDT-34.21%2026-08-19 09:000.018392026-08-19 09:000.01736692026-08-19 10:000.01579580.08stage1_trail+stop_loss
PORTALUSDT-29.89%2026-08-19 14:000.014032026-08-19 14:000.01394242026-08-19 19:000.01201280.25stage1_trail+stop_loss
PORTALUSDT-29.57%2026-08-19 17:000.013962026-08-19 17:000.01389252026-08-19 19:000.01196550.12stage1_trail+stop_loss
PORTALUSDT-29.57%2026-08-19 06:000.0142026-08-19 06:000.01394742026-08-19 19:000.01199250.58stage1_trail+stop_loss
PORTALUSDT-29.38%2026-08-19 08:000.013922026-08-19 08:000.0138652026-08-19 19:000.01193850.50stage1_trail+stop_loss

列出標的名稱+進場/第一段出場(若有觸發)/最終出場的時間+成交價，方便直接去 交易所或K線圖上核對那個時間點那支幣是不是真的有這麼大的漲跌、成交價是否合理，用來抓模擬 本身的錯誤，而不是只看統計數字。「第一段出場」欄位顯示—表示這筆交易從未觸發第一段(例如 同一根棒直接衝過第二段門檻，跳過第一段)。

報酬最高5筆 - 最終出場當小時真實分鐘線

LSKUSDT +111.31%（最終出場 2026-09-12 10:00）
0.1670.182350.197710:00 O=0.1695 H=0.172 L=0.1681 C=0.171610:0010:01 O=0.1719 H=0.173 L=0.1697 C=0.171710:02 O=0.1714 H=0.1714 L=0.167 C=0.169410:03 O=0.1691 H=0.1705 L=0.1688 C=0.170510:04 O=0.1705 H=0.1705 L=0.1674 C=0.168810:05 O=0.1687 H=0.1703 L=0.1683 C=0.170310:06 O=0.1703 H=0.1712 L=0.1689 C=0.1710:07 O=0.1701 H=0.1703 L=0.1687 C=0.169110:08 O=0.1694 H=0.1799 L=0.1694 C=0.177910:09 O=0.1783 H=0.18 L=0.1777 C=0.1810:10 O=0.1802 H=0.1817 L=0.1786 C=0.179510:11 O=0.1796 H=0.1875 L=0.1786 C=0.187510:12 O=0.1874 H=0.1909 L=0.1852 C=0.187610:13 O=0.1875 H=0.189 L=0.186 C=0.188210:14 O=0.1886 H=0.1909 L=0.1886 C=0.190210:15 O=0.1902 H=0.1908 L=0.189 C=0.189610:16 O=0.1896 H=0.1901 L=0.1874 C=0.188110:17 O=0.1881 H=0.1888 L=0.1833 C=0.188310:18 O=0.1887 H=0.1977 L=0.1884 C=0.196810:19 O=0.1965 H=0.1976 L=0.1922 C=0.194310:20 O=0.1942 H=0.196 L=0.1936 C=0.194710:21 O=0.1951 H=0.1952 L=0.1941 C=0.195110:22 O=0.1951 H=0.1973 L=0.1829 C=0.188610:23 O=0.1886 H=0.1899 L=0.1865 C=0.189910:24 O=0.1894 H=0.1906 L=0.186 C=0.189910:25 O=0.1899 H=0.1909 L=0.1881 C=0.189510:26 O=0.1897 H=0.1903 L=0.1872 C=0.189510:27 O=0.1895 H=0.1916 L=0.1891 C=0.190710:28 O=0.1908 H=0.1933 L=0.1907 C=0.192810:29 O=0.1931 H=0.195 L=0.192 C=0.192310:30 O=0.1923 H=0.1934 L=0.1897 C=0.191610:3010:31 O=0.1919 H=0.1938 L=0.1906 C=0.193710:32 O=0.1934 H=0.1959 L=0.193 C=0.193310:33 O=0.1935 H=0.1949 L=0.1915 C=0.191610:34 O=0.1916 H=0.1921 L=0.1887 C=0.190610:35 O=0.1906 H=0.1915 L=0.1857 C=0.187210:36 O=0.1872 H=0.1872 L=0.1832 C=0.18610:37 O=0.1865 H=0.1898 L=0.1826 C=0.18810:38 O=0.1883 H=0.1891 L=0.1868 C=0.188310:39 O=0.1883 H=0.1885 L=0.1834 C=0.18610:40 O=0.186 H=0.1885 L=0.186 C=0.187110:41 O=0.1873 H=0.1875 L=0.1833 C=0.184810:42 O=0.1852 H=0.1852 L=0.1825 C=0.182810:43 O=0.1829 H=0.1836 L=0.18 C=0.183610:44 O=0.1836 H=0.1868 L=0.1836 C=0.184110:45 O=0.1841 H=0.1842 L=0.1818 C=0.182910:46 O=0.1829 H=0.1854 L=0.1814 C=0.181810:47 O=0.182 H=0.1845 L=0.1816 C=0.184510:48 O=0.184 H=0.1879 L=0.1831 C=0.187810:49 O=0.1873 H=0.1874 L=0.1848 C=0.186210:50 O=0.1857 H=0.1864 L=0.1844 C=0.186410:51 O=0.1859 H=0.1885 L=0.1857 C=0.188110:52 O=0.1884 H=0.189 L=0.1874 C=0.18810:53 O=0.1886 H=0.1949 L=0.1886 C=0.19210:54 O=0.1924 H=0.1944 L=0.189 C=0.190110:55 O=0.1901 H=0.191 L=0.1886 C=0.189910:56 O=0.1894 H=0.191 L=0.1885 C=0.1910:57 O=0.1907 H=0.1912 L=0.1892 C=0.189210:58 O=0.1895 H=0.1906 L=0.1888 C=0.190610:59 O=0.1909 H=0.1911 L=0.19 C=0.190311:00 O=0.19 H=0.1933 L=0.1896 C=0.192111:00
COOKIEUSDT +109.89%（最終出場 2026-08-09 19:00）
0.01310.01370.014319:00 O=0.0138 H=0.014 L=0.0135 C=0.013819:0019:01 O=0.0138 H=0.014 L=0.0138 C=0.013919:02 O=0.0139 H=0.014 L=0.0137 C=0.013819:03 O=0.0138 H=0.0138 L=0.0136 C=0.013719:04 O=0.0136 H=0.0136 L=0.0134 C=0.013619:05 O=0.0136 H=0.0139 L=0.0136 C=0.013819:06 O=0.0138 H=0.0139 L=0.0138 C=0.013819:07 O=0.0138 H=0.0139 L=0.0137 C=0.013919:08 O=0.0138 H=0.0139 L=0.0136 C=0.013619:09 O=0.0136 H=0.0137 L=0.0136 C=0.013719:10 O=0.0136 H=0.0136 L=0.0132 C=0.013219:11 O=0.0133 H=0.0134 L=0.0132 C=0.013219:12 O=0.0132 H=0.0133 L=0.0132 C=0.013219:13 O=0.0133 H=0.0136 L=0.0132 C=0.013519:14 O=0.0135 H=0.0137 L=0.0134 C=0.013619:15 O=0.0135 H=0.0137 L=0.0134 C=0.013419:16 O=0.0134 H=0.0135 L=0.0133 C=0.013319:17 O=0.0134 H=0.0134 L=0.0133 C=0.013319:18 O=0.0133 H=0.0134 L=0.0132 C=0.013319:19 O=0.0133 H=0.0133 L=0.0132 C=0.013319:20 O=0.0132 H=0.0133 L=0.0131 C=0.013319:21 O=0.0133 H=0.0134 L=0.0133 C=0.013419:22 O=0.0134 H=0.0135 L=0.0134 C=0.013519:23 O=0.0134 H=0.0136 L=0.0134 C=0.013519:24 O=0.0135 H=0.0136 L=0.0134 C=0.013619:25 O=0.0137 H=0.0137 L=0.0136 C=0.013619:26 O=0.0136 H=0.014 L=0.0136 C=0.013919:27 O=0.0138 H=0.0143 L=0.0138 C=0.014219:28 O=0.0142 H=0.0143 L=0.014 C=0.014119:29 O=0.014 H=0.0143 L=0.014 C=0.014119:30 O=0.0142 H=0.0142 L=0.0141 C=0.014119:3019:31 O=0.0141 H=0.0142 L=0.014 C=0.01419:32 O=0.0139 H=0.014 L=0.0138 C=0.013919:33 O=0.0139 H=0.0139 L=0.0138 C=0.013819:34 O=0.0139 H=0.0139 L=0.0138 C=0.013919:35 O=0.0139 H=0.014 L=0.0139 C=0.01419:36 O=0.0139 H=0.014 L=0.0139 C=0.01419:37 O=0.014 H=0.014 L=0.0138 C=0.013919:38 O=0.0138 H=0.0138 L=0.0136 C=0.013719:39 O=0.0136 H=0.0139 L=0.0135 C=0.013819:40 O=0.0138 H=0.0139 L=0.0137 C=0.013719:41 O=0.0137 H=0.0138 L=0.0137 C=0.013819:42 O=0.0137 H=0.0137 L=0.0136 C=0.013619:43 O=0.0136 H=0.0139 L=0.0135 C=0.013819:44 O=0.0139 H=0.014 L=0.0138 C=0.013919:45 O=0.0139 H=0.0139 L=0.0138 C=0.013919:46 O=0.014 H=0.014 L=0.0138 C=0.013819:47 O=0.0138 H=0.0139 L=0.0137 C=0.013819:48 O=0.0139 H=0.0139 L=0.0137 C=0.013819:49 O=0.0138 H=0.014 L=0.0138 C=0.013919:50 O=0.0139 H=0.0139 L=0.0138 C=0.013819:51 O=0.0138 H=0.0139 L=0.0137 C=0.013919:52 O=0.014 H=0.014 L=0.0139 C=0.013919:53 O=0.0139 H=0.014 L=0.0139 C=0.01419:54 O=0.0139 H=0.0139 L=0.0139 C=0.013919:55 O=0.0139 H=0.014 L=0.0137 C=0.013819:56 O=0.0138 H=0.0139 L=0.0137 C=0.013919:57 O=0.0138 H=0.0139 L=0.0138 C=0.013919:58 O=0.014 H=0.014 L=0.0139 C=0.01419:59 O=0.0139 H=0.014 L=0.0139 C=0.01420:00 O=0.0139 H=0.014 L=0.0137 C=0.013720:00
HOMEUSDT +109.09%（最終出場 2026-08-02 22:00）
0.00790.008270.0086422:00 O=0.00791 H=0.00806 L=0.0079 C=0.00822:0022:01 O=0.00801 H=0.00812 L=0.00799 C=0.0080522:02 O=0.00805 H=0.00809 L=0.00799 C=0.0080822:03 O=0.00807 H=0.00812 L=0.00805 C=0.0081222:04 O=0.0081 H=0.00816 L=0.00809 C=0.0081422:05 O=0.00816 H=0.00818 L=0.00813 C=0.0081422:06 O=0.00815 H=0.0082 L=0.00808 C=0.0080922:07 O=0.00811 H=0.00812 L=0.00806 C=0.0080722:08 O=0.00808 H=0.00812 L=0.00807 C=0.008122:09 O=0.00811 H=0.00812 L=0.00802 C=0.0080422:10 O=0.00806 H=0.00821 L=0.00798 C=0.0081822:11 O=0.00817 H=0.00824 L=0.00817 C=0.008222:12 O=0.00821 H=0.00825 L=0.0082 C=0.0082322:13 O=0.00822 H=0.00825 L=0.0082 C=0.0082322:14 O=0.00823 H=0.00823 L=0.00818 C=0.0081922:15 O=0.00819 H=0.00825 L=0.00819 C=0.0082222:16 O=0.00823 H=0.00824 L=0.00819 C=0.0082222:17 O=0.00824 H=0.0083 L=0.00814 C=0.0081522:18 O=0.00815 H=0.0082 L=0.00814 C=0.0081522:19 O=0.00815 H=0.00817 L=0.00813 C=0.0081422:20 O=0.00814 H=0.00816 L=0.00813 C=0.0081422:21 O=0.00816 H=0.00817 L=0.00813 C=0.0081522:22 O=0.00815 H=0.00816 L=0.00812 C=0.0081322:23 O=0.00814 H=0.00815 L=0.00809 C=0.008122:24 O=0.00813 H=0.00816 L=0.00811 C=0.0081222:25 O=0.00813 H=0.00815 L=0.00811 C=0.0081322:26 O=0.00814 H=0.00815 L=0.0081 C=0.008122:27 O=0.0081 H=0.00822 L=0.00808 C=0.0082122:28 O=0.0082 H=0.00828 L=0.0082 C=0.0082422:29 O=0.00824 H=0.00824 L=0.00818 C=0.0082322:30 O=0.00823 H=0.00824 L=0.00816 C=0.0081922:3022:31 O=0.0082 H=0.00823 L=0.0082 C=0.0082322:32 O=0.00823 H=0.00836 L=0.00822 C=0.0082922:33 O=0.00828 H=0.00831 L=0.00826 C=0.0082922:34 O=0.00829 H=0.00831 L=0.00823 C=0.0082622:35 O=0.00827 H=0.00831 L=0.00825 C=0.0082722:36 O=0.00828 H=0.00853 L=0.00828 C=0.0084322:37 O=0.00844 H=0.00846 L=0.0084 C=0.0084322:38 O=0.00842 H=0.00854 L=0.00842 C=0.0084822:39 O=0.00847 H=0.00864 L=0.00845 C=0.0086222:40 O=0.00862 H=0.00863 L=0.0085 C=0.0085422:41 O=0.00854 H=0.00854 L=0.00842 C=0.0084722:42 O=0.00847 H=0.00853 L=0.00847 C=0.0085322:43 O=0.00851 H=0.00851 L=0.00846 C=0.0084922:44 O=0.00849 H=0.00852 L=0.00847 C=0.0085122:45 O=0.00851 H=0.0086 L=0.00848 C=0.008622:46 O=0.00859 H=0.0086 L=0.00854 C=0.0085722:47 O=0.00859 H=0.0086 L=0.00854 C=0.0085522:48 O=0.00857 H=0.00861 L=0.0085 C=0.008522:49 O=0.00852 H=0.00853 L=0.00846 C=0.0084822:50 O=0.00848 H=0.00852 L=0.00845 C=0.0084922:51 O=0.0085 H=0.0085 L=0.00845 C=0.0084522:52 O=0.00846 H=0.00847 L=0.00844 C=0.0084622:53 O=0.00846 H=0.00859 L=0.00846 C=0.0085622:54 O=0.00856 H=0.00861 L=0.00853 C=0.0085622:55 O=0.00856 H=0.00861 L=0.00855 C=0.0085922:56 O=0.00858 H=0.0086 L=0.00835 C=0.0084322:57 O=0.00842 H=0.00845 L=0.00836 C=0.0084522:58 O=0.00846 H=0.00848 L=0.00841 C=0.0084522:59 O=0.00846 H=0.00852 L=0.00846 C=0.0084923:00 O=0.00849 H=0.00859 L=0.00848 C=0.0085823:00
SOPHUSDT +107.18%（最終出場 2026-09-08 09:00）
0.006330.006710.0070909:00 O=0.00645 H=0.00647 L=0.0064 C=0.0064409:0009:01 O=0.00645 H=0.00662 L=0.00645 C=0.0065709:02 O=0.00657 H=0.0066 L=0.00656 C=0.0065709:03 O=0.00657 H=0.00659 L=0.00648 C=0.0064909:04 O=0.0065 H=0.00654 L=0.00648 C=0.0064809:05 O=0.00648 H=0.00651 L=0.00642 C=0.0064409:06 O=0.00644 H=0.00647 L=0.00638 C=0.0064609:07 O=0.00646 H=0.00646 L=0.00635 C=0.0064209:08 O=0.00642 H=0.00643 L=0.00636 C=0.0064109:09 O=0.00642 H=0.00646 L=0.00641 C=0.0064609:10 O=0.00645 H=0.00646 L=0.00643 C=0.0064409:11 O=0.00644 H=0.00646 L=0.00642 C=0.0064309:12 O=0.00642 H=0.00644 L=0.00639 C=0.0064309:13 O=0.00643 H=0.00652 L=0.00641 C=0.0064809:14 O=0.00647 H=0.00649 L=0.00643 C=0.0064509:15 O=0.00644 H=0.00644 L=0.0064 C=0.0064209:16 O=0.00643 H=0.00645 L=0.00641 C=0.0064109:17 O=0.00641 H=0.00643 L=0.00633 C=0.0063709:18 O=0.00639 H=0.00642 L=0.00637 C=0.0064109:19 O=0.00642 H=0.00643 L=0.00639 C=0.0064209:20 O=0.00641 H=0.00645 L=0.0064 C=0.0064309:21 O=0.00643 H=0.00644 L=0.00641 C=0.0064209:22 O=0.00642 H=0.00653 L=0.00641 C=0.0064909:23 O=0.00649 H=0.00657 L=0.00649 C=0.0065309:24 O=0.00652 H=0.00652 L=0.00647 C=0.0064809:25 O=0.00647 H=0.00649 L=0.00645 C=0.0064609:26 O=0.00647 H=0.00647 L=0.00642 C=0.0064509:27 O=0.00647 H=0.00655 L=0.00645 C=0.0065409:28 O=0.00654 H=0.00656 L=0.00651 C=0.0065309:29 O=0.00653 H=0.00654 L=0.00649 C=0.0064909:30 O=0.00649 H=0.00655 L=0.00649 C=0.0065409:3009:31 O=0.00655 H=0.00656 L=0.00652 C=0.0065509:32 O=0.00655 H=0.00659 L=0.00645 C=0.0064809:33 O=0.00648 H=0.00651 L=0.00648 C=0.0064909:34 O=0.00651 H=0.00654 L=0.00649 C=0.0065309:35 O=0.00653 H=0.00656 L=0.00653 C=0.0065509:36 O=0.00655 H=0.00664 L=0.00655 C=0.0065709:37 O=0.00656 H=0.00656 L=0.00654 C=0.0065509:38 O=0.00654 H=0.00656 L=0.00653 C=0.0065409:39 O=0.00653 H=0.00654 L=0.00649 C=0.006509:40 O=0.00652 H=0.00652 L=0.00648 C=0.0064809:41 O=0.00649 H=0.00654 L=0.00649 C=0.0065209:42 O=0.00653 H=0.00654 L=0.00651 C=0.0065409:43 O=0.00652 H=0.00656 L=0.00652 C=0.0065509:44 O=0.00654 H=0.00661 L=0.00654 C=0.0065909:45 O=0.00659 H=0.0066 L=0.00657 C=0.0065709:46 O=0.00659 H=0.0066 L=0.00652 C=0.0065309:47 O=0.00653 H=0.00654 L=0.0065 C=0.0065109:48 O=0.00652 H=0.00657 L=0.00651 C=0.0065509:49 O=0.00655 H=0.00657 L=0.00652 C=0.0065609:50 O=0.00656 H=0.00664 L=0.00655 C=0.0066109:51 O=0.00662 H=0.00671 L=0.0066 C=0.0066509:52 O=0.00666 H=0.00668 L=0.00661 C=0.0066209:53 O=0.00663 H=0.00667 L=0.00661 C=0.0066509:54 O=0.00667 H=0.00696 L=0.00665 C=0.0069409:55 O=0.00694 H=0.00695 L=0.00687 C=0.0069409:56 O=0.00695 H=0.00701 L=0.00685 C=0.0069409:57 O=0.00696 H=0.00698 L=0.00687 C=0.0069609:58 O=0.00697 H=0.00702 L=0.00696 C=0.0069909:59 O=0.007 H=0.00709 L=0.00698 C=0.00710:00 O=0.00701 H=0.00702 L=0.00698 C=0.00710:00
TUTUSDT +107.16%（最終出場 2026-08-08 01:00）
0.036820.038650.0404801:00 O=0.0375 H=0.0378 L=0.0373 C=0.0374501:0001:01 O=0.03739 H=0.0376 L=0.03727 C=0.0375101:02 O=0.03752 H=0.03754 L=0.0374 C=0.0374701:03 O=0.03746 H=0.03753 L=0.03682 C=0.0368801:04 O=0.03689 H=0.03739 L=0.03686 C=0.0373901:05 O=0.03733 H=0.03754 L=0.03722 C=0.0374901:06 O=0.03744 H=0.03794 L=0.03741 C=0.0378601:07 O=0.03785 H=0.038 L=0.03771 C=0.0379201:08 O=0.03791 H=0.03819 L=0.03788 C=0.0380901:09 O=0.03811 H=0.03822 L=0.03735 C=0.0374601:10 O=0.03747 H=0.03764 L=0.03725 C=0.0372501:11 O=0.03728 H=0.03746 L=0.03712 C=0.0373701:12 O=0.03737 H=0.0376 L=0.03719 C=0.0373801:13 O=0.03738 H=0.03747 L=0.0373 C=0.0373601:14 O=0.03737 H=0.03755 L=0.03728 C=0.0375101:15 O=0.03744 H=0.03759 L=0.03736 C=0.0374201:16 O=0.03742 H=0.03782 L=0.03742 C=0.0377101:17 O=0.03773 H=0.03793 L=0.03768 C=0.0377801:18 O=0.03773 H=0.03797 L=0.03755 C=0.0376501:19 O=0.03769 H=0.03795 L=0.03769 C=0.0378801:20 O=0.03792 H=0.0383 L=0.0379 C=0.0380101:21 O=0.03801 H=0.03804 L=0.03753 C=0.0377701:22 O=0.03779 H=0.03793 L=0.03732 C=0.037701:23 O=0.03776 H=0.03779 L=0.03748 C=0.0375401:24 O=0.03755 H=0.0376 L=0.03716 C=0.0375101:25 O=0.03751 H=0.038 L=0.03751 C=0.0379501:26 O=0.038 H=0.03816 L=0.03793 C=0.03801:27 O=0.03796 H=0.03818 L=0.03796 C=0.0380501:28 O=0.03807 H=0.03813 L=0.03797 C=0.0380801:29 O=0.03807 H=0.03813 L=0.03794 C=0.0380701:30 O=0.03807 H=0.03837 L=0.03807 C=0.0382701:3001:31 O=0.03828 H=0.0383 L=0.03773 C=0.0379601:32 O=0.03797 H=0.03814 L=0.03762 C=0.0377501:33 O=0.03776 H=0.03785 L=0.03728 C=0.0372801:34 O=0.03731 H=0.03767 L=0.0372 C=0.0375401:35 O=0.03753 H=0.03759 L=0.03747 C=0.0375301:36 O=0.03753 H=0.03783 L=0.03751 C=0.0377801:37 O=0.03778 H=0.03827 L=0.03778 C=0.0382701:38 O=0.03826 H=0.0385 L=0.03822 C=0.0384401:39 O=0.03844 H=0.03902 L=0.03839 C=0.0388901:40 O=0.03888 H=0.03999 L=0.03875 C=0.0393501:41 O=0.03937 H=0.03958 L=0.03927 C=0.0392801:42 O=0.03927 H=0.03961 L=0.03927 C=0.0394301:43 O=0.03944 H=0.03959 L=0.03925 C=0.0393201:44 O=0.03932 H=0.0396 L=0.03917 C=0.0395301:45 O=0.03955 H=0.03964 L=0.03939 C=0.0395101:46 O=0.03951 H=0.0396 L=0.03931 C=0.0394801:47 O=0.03953 H=0.0398 L=0.03948 C=0.0396601:48 O=0.03962 H=0.0399 L=0.03956 C=0.0398301:49 O=0.03982 H=0.03999 L=0.03957 C=0.0396401:50 O=0.03967 H=0.04 L=0.03963 C=0.0399601:51 O=0.03995 H=0.04046 L=0.03992 C=0.0402501:52 O=0.04025 H=0.04027 L=0.04007 C=0.0401301:53 O=0.04014 H=0.04046 L=0.04014 C=0.0402701:54 O=0.0403 H=0.04045 L=0.04027 C=0.0403901:55 O=0.04039 H=0.04042 L=0.04008 C=0.0400901:56 O=0.04007 H=0.04026 L=0.03993 C=0.0401101:57 O=0.04012 H=0.04031 L=0.04012 C=0.0402101:58 O=0.0402 H=0.0402 L=0.04004 C=0.0400801:59 O=0.04007 H=0.0402 L=0.03998 C=0.0402:00 O=0.04 H=0.04048 L=0.04 C=0.0402402:00

報酬最低5筆 - 最終出場當小時真實分鐘線

GPSUSDT -34.21%（最終出場 2026-08-19 10:00）
0.013530.014210.0148910:00 O=0.01462 H=0.01477 L=0.01454 C=0.014710:0010:01 O=0.01469 H=0.01471 L=0.01453 C=0.0145310:02 O=0.01452 H=0.01452 L=0.0142 C=0.0142110:03 O=0.0142 H=0.01428 L=0.0139 C=0.0139910:04 O=0.01399 H=0.01401 L=0.01363 C=0.0136610:05 O=0.01366 H=0.01373 L=0.01353 C=0.0137110:06 O=0.01369 H=0.014 L=0.01363 C=0.013910:07 O=0.01388 H=0.01402 L=0.01379 C=0.0139410:08 O=0.01394 H=0.01402 L=0.01389 C=0.0139610:09 O=0.01394 H=0.01394 L=0.01376 C=0.0138210:10 O=0.01381 H=0.01389 L=0.01371 C=0.0138610:11 O=0.01385 H=0.01455 L=0.01379 C=0.0141610:12 O=0.01415 H=0.01429 L=0.01408 C=0.0142510:13 O=0.01425 H=0.01425 L=0.0141 C=0.014210:14 O=0.01419 H=0.01446 L=0.01418 C=0.0144110:15 O=0.01441 H=0.01457 L=0.01418 C=0.0142110:16 O=0.0142 H=0.01427 L=0.01402 C=0.0141310:17 O=0.01412 H=0.01423 L=0.01404 C=0.0141710:18 O=0.01418 H=0.01427 L=0.01408 C=0.0141810:19 O=0.01417 H=0.01426 L=0.01411 C=0.0141910:20 O=0.01417 H=0.01427 L=0.01416 C=0.0142510:21 O=0.01424 H=0.01438 L=0.0142 C=0.014310:22 O=0.01429 H=0.01443 L=0.0142 C=0.0143810:23 O=0.01439 H=0.01458 L=0.01428 C=0.0143310:24 O=0.01433 H=0.01434 L=0.01418 C=0.0143210:25 O=0.01433 H=0.01441 L=0.01427 C=0.0142910:26 O=0.01428 H=0.01434 L=0.01406 C=0.014110:27 O=0.01409 H=0.01419 L=0.01395 C=0.0140910:28 O=0.01409 H=0.01428 L=0.01401 C=0.0141410:29 O=0.01413 H=0.01415 L=0.01404 C=0.0141110:30 O=0.01412 H=0.01422 L=0.01403 C=0.0142210:3010:31 O=0.0142 H=0.01425 L=0.01417 C=0.0141810:32 O=0.01417 H=0.01432 L=0.01413 C=0.0141610:33 O=0.01415 H=0.01422 L=0.0141 C=0.0141210:34 O=0.01413 H=0.01423 L=0.0141 C=0.014210:35 O=0.01419 H=0.01428 L=0.01415 C=0.0141510:36 O=0.01416 H=0.01422 L=0.01414 C=0.0141510:37 O=0.01413 H=0.01414 L=0.01385 C=0.0138610:38 O=0.01385 H=0.014 L=0.01381 C=0.0139510:39 O=0.01394 H=0.0141 L=0.01388 C=0.0140110:40 O=0.01399 H=0.01403 L=0.01392 C=0.0139810:41 O=0.01397 H=0.01416 L=0.01394 C=0.0141610:42 O=0.01416 H=0.01425 L=0.0141 C=0.0141710:43 O=0.01417 H=0.01423 L=0.01417 C=0.0141810:44 O=0.01419 H=0.0142 L=0.01412 C=0.0141310:45 O=0.01412 H=0.01439 L=0.01407 C=0.0143610:46 O=0.01436 H=0.01483 L=0.01431 C=0.0145310:47 O=0.01455 H=0.01489 L=0.01454 C=0.014710:48 O=0.01471 H=0.01476 L=0.01456 C=0.0145710:49 O=0.01457 H=0.01466 L=0.01454 C=0.014610:50 O=0.01461 H=0.01467 L=0.01457 C=0.0146310:51 O=0.01463 H=0.01467 L=0.01441 C=0.0144110:52 O=0.01441 H=0.01443 L=0.01435 C=0.0144310:53 O=0.01442 H=0.01458 L=0.0143 C=0.0143710:54 O=0.01435 H=0.0144 L=0.01433 C=0.014410:55 O=0.01438 H=0.01448 L=0.01434 C=0.0143610:56 O=0.01436 H=0.01436 L=0.0142 C=0.0142510:57 O=0.01424 H=0.01431 L=0.01403 C=0.0140510:58 O=0.01406 H=0.01415 L=0.01392 C=0.0140110:59 O=0.01399 H=0.01402 L=0.01376 C=0.0138211:00 O=0.01381 H=0.01406 L=0.01375 C=0.013811:00
PORTALUSDT -29.89%（最終出場 2026-08-19 19:00）
0.010170.012320.0144719:00 O=0.01378 H=0.01378 L=0.01375 C=0.0137719:0019:01 O=0.01375 H=0.01376 L=0.01374 C=0.0137619:02 O=0.01375 H=0.01375 L=0.01375 C=0.0137519:03 O=0.01376 H=0.01376 L=0.01374 C=0.0137519:04 O=0.01375 H=0.01375 L=0.01372 C=0.0137419:05 O=0.01375 H=0.01379 L=0.01375 C=0.0137919:06 O=0.01379 H=0.01383 L=0.01379 C=0.0138219:07 O=0.01384 H=0.01386 L=0.01382 C=0.0138619:08 O=0.01386 H=0.01387 L=0.01386 C=0.0138719:09 O=0.01385 H=0.01386 L=0.01385 C=0.0138519:10 O=0.01384 H=0.01384 L=0.01384 C=0.0138419:11 O=0.01384 H=0.01386 L=0.01384 C=0.0138619:12 O=0.01386 H=0.0139 L=0.01386 C=0.013919:13 O=0.01391 H=0.01393 L=0.01391 C=0.0139319:14 O=0.01394 H=0.01403 L=0.01394 C=0.0140219:15 O=0.01403 H=0.01406 L=0.01399 C=0.0140519:16 O=0.01406 H=0.01417 L=0.01406 C=0.0141719:17 O=0.01415 H=0.01439 L=0.01415 C=0.014319:18 O=0.01431 H=0.0144 L=0.01421 C=0.0142319:19 O=0.01424 H=0.01441 L=0.01422 C=0.0143919:20 O=0.0144 H=0.01447 L=0.01425 C=0.0142619:21 O=0.01426 H=0.01431 L=0.01419 C=0.0142519:22 O=0.01425 H=0.01425 L=0.01423 C=0.0142319:23 O=0.01424 H=0.01424 L=0.01411 C=0.0141319:24 O=0.01411 H=0.01414 L=0.0141 C=0.0141319:25 O=0.01413 H=0.01413 L=0.01411 C=0.0141119:26 O=0.01412 H=0.01414 L=0.014 C=0.01419:27 O=0.014 H=0.01403 L=0.01392 C=0.0139619:28 O=0.01395 H=0.01395 L=0.01378 C=0.0137819:29 O=0.01377 H=0.01377 L=0.01301 C=0.0131919:30 O=0.01321 H=0.01326 L=0.01235 C=0.0123919:3019:31 O=0.0124 H=0.01249 L=0.01188 C=0.0119119:32 O=0.01192 H=0.01254 L=0.01192 C=0.0123419:33 O=0.01236 H=0.0125 L=0.01157 C=0.0115819:34 O=0.01159 H=0.01169 L=0.01124 C=0.0113119:35 O=0.01132 H=0.01133 L=0.01061 C=0.0108419:36 O=0.01083 H=0.01136 L=0.01075 C=0.0113119:37 O=0.01134 H=0.01181 L=0.01125 C=0.0117819:38 O=0.01178 H=0.01212 L=0.01172 C=0.0119419:39 O=0.01192 H=0.01208 L=0.01166 C=0.0118919:40 O=0.01188 H=0.01192 L=0.01175 C=0.0118619:41 O=0.01185 H=0.01187 L=0.01177 C=0.0117919:42 O=0.01179 H=0.0119 L=0.01126 C=0.0112719:43 O=0.01126 H=0.0113 L=0.01095 C=0.0110119:44 O=0.011 H=0.01134 L=0.01065 C=0.0108519:45 O=0.01085 H=0.01117 L=0.01081 C=0.0111219:46 O=0.01111 H=0.01149 L=0.01108 C=0.0113319:47 O=0.01134 H=0.01145 L=0.01114 C=0.011319:48 O=0.01129 H=0.01132 L=0.01079 C=0.0107919:49 O=0.01081 H=0.011 L=0.01066 C=0.0107619:50 O=0.01076 H=0.01077 L=0.01039 C=0.0104619:51 O=0.01047 H=0.01067 L=0.01017 C=0.0101919:52 O=0.01021 H=0.01045 L=0.01017 C=0.0102319:53 O=0.01026 H=0.01049 L=0.01026 C=0.0103319:54 O=0.01033 H=0.01058 L=0.0103 C=0.0103419:55 O=0.01031 H=0.01046 L=0.01029 C=0.0103819:56 O=0.01036 H=0.01052 L=0.01029 C=0.0103919:57 O=0.01039 H=0.01066 L=0.01028 C=0.0106319:58 O=0.01064 H=0.01078 L=0.01059 C=0.0107819:59 O=0.01076 H=0.0108 L=0.01073 C=0.010820:00 O=0.0108 H=0.01083 L=0.01072 C=0.010820:00
PORTALUSDT -29.57%（最終出場 2026-08-19 19:00）
0.010170.012320.0144719:00 O=0.01378 H=0.01378 L=0.01375 C=0.0137719:0019:01 O=0.01375 H=0.01376 L=0.01374 C=0.0137619:02 O=0.01375 H=0.01375 L=0.01375 C=0.0137519:03 O=0.01376 H=0.01376 L=0.01374 C=0.0137519:04 O=0.01375 H=0.01375 L=0.01372 C=0.0137419:05 O=0.01375 H=0.01379 L=0.01375 C=0.0137919:06 O=0.01379 H=0.01383 L=0.01379 C=0.0138219:07 O=0.01384 H=0.01386 L=0.01382 C=0.0138619:08 O=0.01386 H=0.01387 L=0.01386 C=0.0138719:09 O=0.01385 H=0.01386 L=0.01385 C=0.0138519:10 O=0.01384 H=0.01384 L=0.01384 C=0.0138419:11 O=0.01384 H=0.01386 L=0.01384 C=0.0138619:12 O=0.01386 H=0.0139 L=0.01386 C=0.013919:13 O=0.01391 H=0.01393 L=0.01391 C=0.0139319:14 O=0.01394 H=0.01403 L=0.01394 C=0.0140219:15 O=0.01403 H=0.01406 L=0.01399 C=0.0140519:16 O=0.01406 H=0.01417 L=0.01406 C=0.0141719:17 O=0.01415 H=0.01439 L=0.01415 C=0.014319:18 O=0.01431 H=0.0144 L=0.01421 C=0.0142319:19 O=0.01424 H=0.01441 L=0.01422 C=0.0143919:20 O=0.0144 H=0.01447 L=0.01425 C=0.0142619:21 O=0.01426 H=0.01431 L=0.01419 C=0.0142519:22 O=0.01425 H=0.01425 L=0.01423 C=0.0142319:23 O=0.01424 H=0.01424 L=0.01411 C=0.0141319:24 O=0.01411 H=0.01414 L=0.0141 C=0.0141319:25 O=0.01413 H=0.01413 L=0.01411 C=0.0141119:26 O=0.01412 H=0.01414 L=0.014 C=0.01419:27 O=0.014 H=0.01403 L=0.01392 C=0.0139619:28 O=0.01395 H=0.01395 L=0.01378 C=0.0137819:29 O=0.01377 H=0.01377 L=0.01301 C=0.0131919:30 O=0.01321 H=0.01326 L=0.01235 C=0.0123919:3019:31 O=0.0124 H=0.01249 L=0.01188 C=0.0119119:32 O=0.01192 H=0.01254 L=0.01192 C=0.0123419:33 O=0.01236 H=0.0125 L=0.01157 C=0.0115819:34 O=0.01159 H=0.01169 L=0.01124 C=0.0113119:35 O=0.01132 H=0.01133 L=0.01061 C=0.0108419:36 O=0.01083 H=0.01136 L=0.01075 C=0.0113119:37 O=0.01134 H=0.01181 L=0.01125 C=0.0117819:38 O=0.01178 H=0.01212 L=0.01172 C=0.0119419:39 O=0.01192 H=0.01208 L=0.01166 C=0.0118919:40 O=0.01188 H=0.01192 L=0.01175 C=0.0118619:41 O=0.01185 H=0.01187 L=0.01177 C=0.0117919:42 O=0.01179 H=0.0119 L=0.01126 C=0.0112719:43 O=0.01126 H=0.0113 L=0.01095 C=0.0110119:44 O=0.011 H=0.01134 L=0.01065 C=0.0108519:45 O=0.01085 H=0.01117 L=0.01081 C=0.0111219:46 O=0.01111 H=0.01149 L=0.01108 C=0.0113319:47 O=0.01134 H=0.01145 L=0.01114 C=0.011319:48 O=0.01129 H=0.01132 L=0.01079 C=0.0107919:49 O=0.01081 H=0.011 L=0.01066 C=0.0107619:50 O=0.01076 H=0.01077 L=0.01039 C=0.0104619:51 O=0.01047 H=0.01067 L=0.01017 C=0.0101919:52 O=0.01021 H=0.01045 L=0.01017 C=0.0102319:53 O=0.01026 H=0.01049 L=0.01026 C=0.0103319:54 O=0.01033 H=0.01058 L=0.0103 C=0.0103419:55 O=0.01031 H=0.01046 L=0.01029 C=0.0103819:56 O=0.01036 H=0.01052 L=0.01029 C=0.0103919:57 O=0.01039 H=0.01066 L=0.01028 C=0.0106319:58 O=0.01064 H=0.01078 L=0.01059 C=0.0107819:59 O=0.01076 H=0.0108 L=0.01073 C=0.010820:00 O=0.0108 H=0.01083 L=0.01072 C=0.010820:00
PORTALUSDT -29.57%（最終出場 2026-08-19 19:00）
0.010170.012320.0144719:00 O=0.01378 H=0.01378 L=0.01375 C=0.0137719:0019:01 O=0.01375 H=0.01376 L=0.01374 C=0.0137619:02 O=0.01375 H=0.01375 L=0.01375 C=0.0137519:03 O=0.01376 H=0.01376 L=0.01374 C=0.0137519:04 O=0.01375 H=0.01375 L=0.01372 C=0.0137419:05 O=0.01375 H=0.01379 L=0.01375 C=0.0137919:06 O=0.01379 H=0.01383 L=0.01379 C=0.0138219:07 O=0.01384 H=0.01386 L=0.01382 C=0.0138619:08 O=0.01386 H=0.01387 L=0.01386 C=0.0138719:09 O=0.01385 H=0.01386 L=0.01385 C=0.0138519:10 O=0.01384 H=0.01384 L=0.01384 C=0.0138419:11 O=0.01384 H=0.01386 L=0.01384 C=0.0138619:12 O=0.01386 H=0.0139 L=0.01386 C=0.013919:13 O=0.01391 H=0.01393 L=0.01391 C=0.0139319:14 O=0.01394 H=0.01403 L=0.01394 C=0.0140219:15 O=0.01403 H=0.01406 L=0.01399 C=0.0140519:16 O=0.01406 H=0.01417 L=0.01406 C=0.0141719:17 O=0.01415 H=0.01439 L=0.01415 C=0.014319:18 O=0.01431 H=0.0144 L=0.01421 C=0.0142319:19 O=0.01424 H=0.01441 L=0.01422 C=0.0143919:20 O=0.0144 H=0.01447 L=0.01425 C=0.0142619:21 O=0.01426 H=0.01431 L=0.01419 C=0.0142519:22 O=0.01425 H=0.01425 L=0.01423 C=0.0142319:23 O=0.01424 H=0.01424 L=0.01411 C=0.0141319:24 O=0.01411 H=0.01414 L=0.0141 C=0.0141319:25 O=0.01413 H=0.01413 L=0.01411 C=0.0141119:26 O=0.01412 H=0.01414 L=0.014 C=0.01419:27 O=0.014 H=0.01403 L=0.01392 C=0.0139619:28 O=0.01395 H=0.01395 L=0.01378 C=0.0137819:29 O=0.01377 H=0.01377 L=0.01301 C=0.0131919:30 O=0.01321 H=0.01326 L=0.01235 C=0.0123919:3019:31 O=0.0124 H=0.01249 L=0.01188 C=0.0119119:32 O=0.01192 H=0.01254 L=0.01192 C=0.0123419:33 O=0.01236 H=0.0125 L=0.01157 C=0.0115819:34 O=0.01159 H=0.01169 L=0.01124 C=0.0113119:35 O=0.01132 H=0.01133 L=0.01061 C=0.0108419:36 O=0.01083 H=0.01136 L=0.01075 C=0.0113119:37 O=0.01134 H=0.01181 L=0.01125 C=0.0117819:38 O=0.01178 H=0.01212 L=0.01172 C=0.0119419:39 O=0.01192 H=0.01208 L=0.01166 C=0.0118919:40 O=0.01188 H=0.01192 L=0.01175 C=0.0118619:41 O=0.01185 H=0.01187 L=0.01177 C=0.0117919:42 O=0.01179 H=0.0119 L=0.01126 C=0.0112719:43 O=0.01126 H=0.0113 L=0.01095 C=0.0110119:44 O=0.011 H=0.01134 L=0.01065 C=0.0108519:45 O=0.01085 H=0.01117 L=0.01081 C=0.0111219:46 O=0.01111 H=0.01149 L=0.01108 C=0.0113319:47 O=0.01134 H=0.01145 L=0.01114 C=0.011319:48 O=0.01129 H=0.01132 L=0.01079 C=0.0107919:49 O=0.01081 H=0.011 L=0.01066 C=0.0107619:50 O=0.01076 H=0.01077 L=0.01039 C=0.0104619:51 O=0.01047 H=0.01067 L=0.01017 C=0.0101919:52 O=0.01021 H=0.01045 L=0.01017 C=0.0102319:53 O=0.01026 H=0.01049 L=0.01026 C=0.0103319:54 O=0.01033 H=0.01058 L=0.0103 C=0.0103419:55 O=0.01031 H=0.01046 L=0.01029 C=0.0103819:56 O=0.01036 H=0.01052 L=0.01029 C=0.0103919:57 O=0.01039 H=0.01066 L=0.01028 C=0.0106319:58 O=0.01064 H=0.01078 L=0.01059 C=0.0107819:59 O=0.01076 H=0.0108 L=0.01073 C=0.010820:00 O=0.0108 H=0.01083 L=0.01072 C=0.010820:00
PORTALUSDT -29.38%（最終出場 2026-08-19 19:00）
0.010170.012320.0144719:00 O=0.01378 H=0.01378 L=0.01375 C=0.0137719:0019:01 O=0.01375 H=0.01376 L=0.01374 C=0.0137619:02 O=0.01375 H=0.01375 L=0.01375 C=0.0137519:03 O=0.01376 H=0.01376 L=0.01374 C=0.0137519:04 O=0.01375 H=0.01375 L=0.01372 C=0.0137419:05 O=0.01375 H=0.01379 L=0.01375 C=0.0137919:06 O=0.01379 H=0.01383 L=0.01379 C=0.0138219:07 O=0.01384 H=0.01386 L=0.01382 C=0.0138619:08 O=0.01386 H=0.01387 L=0.01386 C=0.0138719:09 O=0.01385 H=0.01386 L=0.01385 C=0.0138519:10 O=0.01384 H=0.01384 L=0.01384 C=0.0138419:11 O=0.01384 H=0.01386 L=0.01384 C=0.0138619:12 O=0.01386 H=0.0139 L=0.01386 C=0.013919:13 O=0.01391 H=0.01393 L=0.01391 C=0.0139319:14 O=0.01394 H=0.01403 L=0.01394 C=0.0140219:15 O=0.01403 H=0.01406 L=0.01399 C=0.0140519:16 O=0.01406 H=0.01417 L=0.01406 C=0.0141719:17 O=0.01415 H=0.01439 L=0.01415 C=0.014319:18 O=0.01431 H=0.0144 L=0.01421 C=0.0142319:19 O=0.01424 H=0.01441 L=0.01422 C=0.0143919:20 O=0.0144 H=0.01447 L=0.01425 C=0.0142619:21 O=0.01426 H=0.01431 L=0.01419 C=0.0142519:22 O=0.01425 H=0.01425 L=0.01423 C=0.0142319:23 O=0.01424 H=0.01424 L=0.01411 C=0.0141319:24 O=0.01411 H=0.01414 L=0.0141 C=0.0141319:25 O=0.01413 H=0.01413 L=0.01411 C=0.0141119:26 O=0.01412 H=0.01414 L=0.014 C=0.01419:27 O=0.014 H=0.01403 L=0.01392 C=0.0139619:28 O=0.01395 H=0.01395 L=0.01378 C=0.0137819:29 O=0.01377 H=0.01377 L=0.01301 C=0.0131919:30 O=0.01321 H=0.01326 L=0.01235 C=0.0123919:3019:31 O=0.0124 H=0.01249 L=0.01188 C=0.0119119:32 O=0.01192 H=0.01254 L=0.01192 C=0.0123419:33 O=0.01236 H=0.0125 L=0.01157 C=0.0115819:34 O=0.01159 H=0.01169 L=0.01124 C=0.0113119:35 O=0.01132 H=0.01133 L=0.01061 C=0.0108419:36 O=0.01083 H=0.01136 L=0.01075 C=0.0113119:37 O=0.01134 H=0.01181 L=0.01125 C=0.0117819:38 O=0.01178 H=0.01212 L=0.01172 C=0.0119419:39 O=0.01192 H=0.01208 L=0.01166 C=0.0118919:40 O=0.01188 H=0.01192 L=0.01175 C=0.0118619:41 O=0.01185 H=0.01187 L=0.01177 C=0.0117919:42 O=0.01179 H=0.0119 L=0.01126 C=0.0112719:43 O=0.01126 H=0.0113 L=0.01095 C=0.0110119:44 O=0.011 H=0.01134 L=0.01065 C=0.0108519:45 O=0.01085 H=0.01117 L=0.01081 C=0.0111219:46 O=0.01111 H=0.01149 L=0.01108 C=0.0113319:47 O=0.01134 H=0.01145 L=0.01114 C=0.011319:48 O=0.01129 H=0.01132 L=0.01079 C=0.0107919:49 O=0.01081 H=0.011 L=0.01066 C=0.0107619:50 O=0.01076 H=0.01077 L=0.01039 C=0.0104619:51 O=0.01047 H=0.01067 L=0.01017 C=0.0101919:52 O=0.01021 H=0.01045 L=0.01017 C=0.0102319:53 O=0.01026 H=0.01049 L=0.01026 C=0.0103319:54 O=0.01033 H=0.01058 L=0.0103 C=0.0103419:55 O=0.01031 H=0.01046 L=0.01029 C=0.0103819:56 O=0.01036 H=0.01052 L=0.01029 C=0.0103919:57 O=0.01039 H=0.01066 L=0.01028 C=0.0106319:58 O=0.01064 H=0.01078 L=0.01059 C=0.0107819:59 O=0.01076 H=0.0108 L=0.01073 C=0.010820:00 O=0.0108 H=0.01083 L=0.01072 C=0.010820:00

直接抓Binance現貨API當下那個小時的1分鐘K線畫成蠟燭圖，方便核對而不用自己 再去交易所找日期；抓取失敗(斷網/該幣已下架/該時段太久遠沒有分鐘資料)的那幾筆會顯示抓取 失敗訊息，不影響其它筆。

資金總和隨時間變化(所有複利軌道加總)

9601,3201,6792,0382,3982026-07-252026-08-062026-08-182026-08-312026-09-12

x軸為實際時間(涵蓋整個回測區間)，y軸為當下所有複利軌道加總的資金總額—— 用來肉眼檢查複利成長過程是不是平滑合理，有沒有突然的斷崖式下跌等異常。

綠色標示為最佳試驗。兩段式：第一段觸及s1觸發%後開始追蹤最高點，回落s1回落%就賣出s1賣出% 比例的倉位(先落袋一部分)；第二段觸及s2觸發%(通常設得比第一段高很多，確認是真正的大行情)後 改用s2回落%追蹤剩餘倉位，回落就全部賣出。2026-09-08實測發現：s1設得寬鬆、只賣一小部分, 真正的保護留給門檻夠高的s2用緊的回落%鎖利，比單階段版本(optimize_simulation_params) 在同樣修正後的模型下表現好很多。「截斷率」是交易到資料結束都還沒真正觸發出場、只能用最後 一天收盤價估報酬的比例——這是用還沒兌現的帳面數字冒充已實現獲利，搜尋範圍放寬時優化器容易 鑽這個漏洞(截斷率愈高、分數愈好看但愈不可信)，這個版本已經對截斷率設了上限(見上方meta)過濾掉 不可信的組合。僅供參考，非投資建議。

產生模擬操作回測(兩段式移動停利)

兩段式：第一段觸及較低門檻後開始追蹤最高點，回落一定比例就先賣出一部分倉位(先落袋一部分)； 第二段觸及較高門檻(確認是真正的大行情)後，改用另一組回落幅度追蹤剩餘倉位，回落就全部賣出。 2026-09-08實測：把「每輪取前幾名」跟「分數上限」也一起納入聯合搜尋，比之前固定這兩個維度只搜stage1/stage2參數時表現好很多。 詳細方法論與資料限制說明請見報告內文。

候選池大小 依週成交額排名取前幾檔候選(每週固定一次)
預測未來幾日 n_days
每筆投入金額(USD) stake_usd
停損值(%) 單一固定值(不參與貝氏優化搜尋)；2026-09-08實測32%改30%對結果幾乎無影響，30%下單比較好算
槓桿倍數 單一固定值；幣安槓桿只能設整數，這裡也只接受整數
滑價假設(%) 粗估觸發移動停利那根K棒過衝理論價位的部分打折吃到，0=完全不打折
手續費(每次成交%) 每次成交(買或賣)佔名目金額(保證金x槓桿)的%，開倉+平倉共收兩次
隱藏反轉校正 填 auto(預設，建議)=依實際移動停利門檻動態查表估計，填0=不校正，也可填固定數字(0~100)手動指定(不建議)
模擬輪數 n_iterations；建議搭配進場間隔=1小時使用(見下)
進場間隔(小時) entry_spacing_bars；設1小時可以拉到24條複利ROI軌道

貝氏優化(Optuna/TPE)聯合搜尋範圍

聯合搜尋「每輪取前幾名、分數上限、第一段觸發%/回落%/賣出比例、第二段觸發%/回落%」共7個維度。 下面只需設定每個維度的搜尋範圍(上下限)，優化器會自動在範圍內找最佳點；第一段觸發%範圍內含0%(一進場就啟動)這個邊界候選； 第二段觸發%用「相對第一段的增量」設定範圍，確保第二段門檻一定比第一段高。

試驗次數 n_trials；維度比單階段多，建議至少200次
每輪取前幾名 範圍 ~ top_k 搜尋下限~上限；預設上限5，因為目前是手動下單，一輪要買太多檔不實際(2026-09-08實測：限制在≤5跟不限制時的最佳解只差約1.6個百分點，值得用實務可行性換這一點差距)——之後有自動下單再放寬
分數上限(%) 範圍 ~ 搜尋空間同時包含「不設上限」這個候選
第一段觸發%(權益) 範圍 ~ 搜尋空間同時包含0%(一進場就啟動第一段)這個候選
第一段回落%(權益) 範圍 ~
第一段賣出比例(%) 範圍 ~ 觸及第一段門檻後回落，賣出這個比例的倉位(不隨槓桿換算)
第二段觸發%增量(權益) 範圍 ~ 第二段實際觸發% = 第一段觸發% + 這個增量，確保第二段門檻一定比第一段高；下限預設1%(2026-09-09使用者要求)，避免優化器找出兩段幾乎重疊、兩段式形同虛設退化成單階段的解
第二段回落%(權益) 範圍 ~
移動停利最小回調率(%) 交易所跟蹤委託的回調率(價格層級)通常有最小檔位；設定後會強制第一/二段回落%的搜尋下限=此值x槓桿
截斷率上限(%) 2026-09-08加入的保護：交易到資料結束都還沒真正觸發出場、只能用最後收盤價估報酬的比例超過此值就直接排除，避免優化器用未實現部位冒充已實現獲利、把門檻推向不合理的極端值
結算%區段統計+資金曲線圖 勾選時，用這次搜出的最佳組合把完整交易列表(1)依報酬率分桶畫成長條圖、(2)算出所有複利軌道加總的資金隨時間變化折線圖，都附進報告方便肉眼檢查有沒有不合理的地方(這個session就是靠報酬分佈這個方法抓到過兩個真bug)；不勾選就不算，省時間

表單已預先填入上次送出的參數值。

歷次報告

歷次報告： 2026-09-13 · 2026-09-12 · 2026-09-11 · 2026-09-09 · 2026-09-08

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