MACD+SMA200 趋势策略:90段55段盈利,中位+6.7%跑输持有不动
赌 MACD 动能方向:柱状线金叉做多、死叉做空,均线过滤方向;震荡市反复翻仓会持续磨损。
测试所用仓位均为固定仓位(每次投入固定金额),而非 all-in 复利仓位:盈利后不会自动加大投入,亏损后投入受可用资金限制。请据此解读上面的数字。
结论先说:这套 MACD+SMA200 趋势策略在 BTCUSDT 1h 上做了 90 次切法回测,55 段盈利、35 段亏损,段收益中位 +6.7%;而同一批切法里,什么都不做的买入持有各段收益均值是 +33.1%。它能赚,但典型一次切法的收获明显不如拿着不动。 把数字摊开。90 段里最好的是第 8 轮第 3 段(2024-08-26 至 2025-04-23),段收益 +56.7%,该段内最深回撤 30.4%;最差的是第 2 轮第 5 段(2025-11-01 至 2026-05-12),段收益 -45.3%,该段内最深回撤 49.6%,也是 90 段里最深的一次。全程没有一段爆仓。单笔平均盈利 $388、单笔平均亏损 $361。 它在赌什么?赌趋势一旦形成会延续:快慢均线交叉给出动量信号,SMA200 判断大方向,顺方向进场、趋势走完离场。这类逻辑的收益天然集中在少数几段大行情上,+56.7% 那样的段撑起整体,其余大量时间在小区间里来回磨。 弱点也在这。单笔平均盈利 $388 只比平均亏损 $361 高约 7%,盈亏比接近 1:1,胜率稍有下滑整段就可能由正转负;55/90 刚过半,并不宽裕。真正让它难受的是没有方向的震荡和波动收缩阶段——均线反复交叉、反复止损,这是它最容易失效的环境。最差段 -45.3% 配上 49.6% 的最深回撤也说明,极端单边行情里止损并没有把亏损压住。 方法上有几处必须交代。原文没有给出 interval、macd_fast、macd_slow、macd_signal_period、position_size 和 position.stopPercent,这些是按行业惯例填的;入场条件由多信号 AND 改为 OR,原配置前 800 根 bar 内 0 交易,改后触发 41 笔;仓位从 50000 调到 100000。结果因此对参数取值和入场逻辑相当敏感,不能等同于原始配置的表现。另外,90 次是同一份历史数据的 90 个不同切法,不是 90 个独立样本,段与段之间高度相关;段长只有几十天,段收益就是那几十天的原始总收益,不要放大到更长口径去读。随机种子已落库,同一 seed 可复现完全相同的 90 次切分。 要盯的其实只有几个数:盈利段 55/90 只是刚过半、段收益中位 +6.7% 说明典型一次切法收获很薄、最深回撤 49.6% 说明代价可能很重,再加上买入持有 +33.1% 这个参照——它没能跑赢什么都不做。本内容为历史数据的复现验证,不构成投资建议,本平台不推荐、不评级、不排名。
两段对比
同一个策略的 90 个时间窗里,收益最高的那一段与回撤最大的那一段并排。两张图用同一刻度 —— 如果一条平滑、一条锯齿,那是策略本身不稳定,不是画法问题。
收益最高段
2024-08-26 → 2025-04-23
图上显示 1d(策略跑在 1h,每 24 根合并,原始 5763 根)。
回撤最大段
2025-11-01 → 2026-05-12
图上显示 1d(策略跑在 1h,每 24 根合并,原始 4607 根)。
汇总
- 段收益中位
- 6.7%
- 最高段收益
- 56.7%
- 最低段收益
- -45.3%
- 最深回撤(90 段里最深)
- 49.6%
- 盈利时段
- 55 / 90
- 是否出现过强平
- 无
- 单笔平均盈利($)
- $388
- 单笔平均亏损($)
- $361
分段明细
同一份数据切成若干个等长且互不重叠的时段,每段各跑一遍,按顺序连续编号(1–90)。没有任何一段是事后挑出来的。
| 段 | 起 | 止 | 年化收益 | 最大回撤 | 交易数 | 胜率 |
|---|---|---|---|---|---|---|
| 1 | 2023-09-01 | 2024-04-06 | 69.0% | 16.9% | 1854 | 49.2% |
| 2 | 2024-04-06 | 2024-10-12 | -31.3% | 30.6% | 2329 | 49.9% |
| 3 | 2024-10-12 | 2025-03-04 | 75.4% | 32.6% | 1582 | 48.7% |
| 4 | 2025-03-04 | 2025-10-07 | 31.9% | 19.1% | 2070 | 49.0% |
| 5 | 2025-10-07 | 2026-03-10 | -60.4% | 39.5% | 2289 | 47.2% |
| 6 | 2026-03-10 | 2026-10-04 | 4.9% | 30.4% | 2404 | 49.3% |
| 7 | 2023-09-01 | 2024-03-09 | 75.6% | 16.9% | 1492 | 48.6% |
| 8 | 2024-03-09 | 2024-10-23 | -8.9% | 27.2% | 2723 | 50.1% |
| 9 | 2024-10-23 | 2025-02-27 | 10.3% | 33.6% | 1390 | 47.6% |
| 10 | 2025-02-27 | 2025-11-01 | 25.9% | 18.6% | 2548 | 49.2% |
| 11 | 2025-11-01 | 2026-05-12 | -68.2% | 49.6% | 2367 | 47.2% |
| 12 | 2026-05-12 | 2026-10-04 | 46.3% | 21.6% | 1746 | 50.3% |
| 13 | 2023-09-01 | 2024-04-15 | 60.3% | 16.9% | 1941 | 49.1% |
| 14 | 2024-04-15 | 2024-09-17 | -12.2% | 21.2% | 1965 | 49.7% |
| 15 | 2024-09-17 | 2025-04-24 | 107.6% | 30.7% | 2335 | 49.3% |
| 16 | 2025-04-24 | 2025-11-01 | -11.2% | 22.2% | 2039 | 48.9% |
| 17 | 2025-11-01 | 2026-03-08 | -64.8% | 33.1% | 1837 | 47.1% |
| 18 | 2026-03-08 | 2026-10-04 | 13.6% | 30.0% | 2407 | 49.4% |
| 19 | 2023-09-01 | 2024-03-20 | 68.3% | 16.9% | 1631 | 48.8% |
| 20 | 2024-03-20 | 2024-09-29 | -10.2% | 26.3% | 2303 | 50.1% |
| 21 | 2024-09-29 | 2025-02-11 | 42.5% | 29.9% | 1280 | 49.0% |
| 22 | 2025-02-11 | 2025-08-07 | 80.1% | 12.2% | 1761 | 49.1% |
| 23 | 2025-08-07 | 2026-05-02 | -51.3% | 48.5% | 3577 | 47.9% |
| 24 | 2026-05-02 | 2026-10-04 | 38.6% | 21.7% | 1919 | 49.7% |
| 25 | 2023-09-01 | 2024-04-03 | 75.8% | 16.9% | 1786 | 49.1% |
| 26 | 2024-04-03 | 2024-09-25 | -22.6% | 25.6% | 2172 | 49.9% |
| 27 | 2024-09-25 | 2025-03-02 | 97.2% | 30.9% | 1716 | 49.0% |
| 28 | 2025-03-02 | 2025-08-19 | 11.9% | 15.5% | 1523 | 48.7% |
| 29 | 2025-08-19 | 2026-03-28 | -53.4% | 41.8% | 3061 | 48.1% |
| 30 | 2026-03-28 | 2026-10-04 | 49.4% | 21.4% | 2034 | 49.7% |
| 31 | 2023-09-01 | 2024-04-16 | 58.2% | 16.9% | 1965 | 49.1% |
| 32 | 2024-04-16 | 2024-09-14 | 1.0% | 19.0% | 1949 | 49.8% |
| 33 | 2024-09-14 | 2025-02-27 | 27.2% | 32.1% | 1724 | 48.2% |
| 34 | 2025-02-27 | 2025-09-21 | 15.0% | 18.7% | 1997 | 48.6% |
| 35 | 2025-09-21 | 2026-04-10 | -62.9% | 48.7% | 2830 | 47.5% |
| 36 | 2026-04-10 | 2026-10-04 | 30.4% | 22.8% | 2024 | 49.7% |
| 37 | 2023-09-01 | 2024-03-13 | 89.7% | 16.9% | 1495 | 48.7% |
| 38 | 2024-03-13 | 2024-09-19 | -51.2% | 38.8% | 2358 | 49.7% |
| 39 | 2024-09-19 | 2025-03-13 | 88.9% | 31.8% | 1964 | 49.0% |
| 40 | 2025-03-13 | 2025-08-18 | 16.3% | 14.9% | 1390 | 48.5% |
| 41 | 2025-08-18 | 2026-03-11 | -48.7% | 36.2% | 2857 | 48.1% |
| 42 | 2026-03-11 | 2026-10-04 | 7.9% | 29.9% | 2376 | 49.4% |
| 43 | 2023-09-01 | 2024-02-08 | 97.3% | 15.4% | 1371 | 48.5% |
| 44 | 2024-02-08 | 2024-08-26 | -22.0% | 29.9% | 2321 | 49.5% |
| 45 | 2024-08-26 | 2025-04-23 | 97.9% | 30.4% | 2504 | 49.6% |
| 46 | 2025-04-23 | 2025-08-22 | -10.0% | 16.0% | 1166 | 47.9% |
| 47 | 2025-08-22 | 2026-02-22 | -48.4% | 35.2% | 2582 | 48.0% |
| 48 | 2026-02-22 | 2026-10-04 | -34.6% | 44.3% | 2489 | 49.0% |
| 49 | 2023-09-01 | 2024-03-04 | 85.5% | 15.4% | 1488 | 48.5% |
| 50 | 2024-03-04 | 2024-08-27 | -9.9% | 24.9% | 2205 | 49.7% |
| 51 | 2024-08-27 | 2025-02-23 | 9.7% | 31.6% | 1781 | 49.0% |
| 52 | 2025-02-23 | 2025-10-21 | 25.4% | 18.4% | 2470 | 49.2% |
| 53 | 2025-10-21 | 2026-05-07 | -58.7% | 45.7% | 2620 | 47.4% |
| 54 | 2026-05-07 | 2026-10-04 | 22.2% | 23.5% | 1863 | 50.1% |
| 55 | 2023-09-01 | 2024-03-09 | 75.6% | 16.9% | 1492 | 48.6% |
| 56 | 2024-03-09 | 2024-08-11 | -12.8% | 25.6% | 2007 | 49.5% |
| 57 | 2024-08-11 | 2025-03-28 | 32.4% | 34.2% | 2384 | 49.5% |
| 58 | 2025-03-28 | 2025-10-12 | 33.1% | 19.7% | 1888 | 49.0% |
| 59 | 2025-10-12 | 2026-02-20 | -50.9% | 32.4% | 1942 | 47.1% |
| 60 | 2026-02-20 | 2026-10-04 | -34.7% | 44.9% | 2514 | 49.0% |
| 61 | 2023-09-01 | 2024-04-05 | 67.5% | 16.9% | 1834 | 49.0% |
| 62 | 2024-04-05 | 2024-08-13 | -37.4% | 27.9% | 1682 | 49.2% |
| 63 | 2024-08-13 | 2025-04-26 | 73.6% | 32.5% | 2670 | 49.8% |
| 64 | 2025-04-26 | 2025-08-09 | -9.5% | 16.1% | 985 | 48.2% |
| 65 | 2025-08-09 | 2026-05-12 | -49.6% | 48.7% | 3556 | 48.1% |
| 66 | 2026-05-12 | 2026-10-04 | 39.7% | 21.8% | 1741 | 50.1% |
| 67 | 2023-09-01 | 2024-02-23 | 122.6% | 15.4% | 1419 | 48.9% |
| 68 | 2024-02-23 | 2024-09-08 | -2.5% | 23.6% | 2487 | 50.0% |
| 69 | 2024-09-08 | 2025-02-06 | 103.2% | 27.6% | 1356 | 49.5% |
| 70 | 2025-02-06 | 2025-09-02 | 31.4% | 15.1% | 2239 | 48.5% |
| 71 | 2025-09-02 | 2026-05-04 | -45.0% | 47.0% | 3179 | 48.0% |
| 72 | 2026-05-04 | 2026-10-04 | 30.9% | 21.9% | 1909 | 49.7% |
| 73 | 2023-09-01 | 2024-03-16 | 81.6% | 16.9% | 1525 | 48.8% |
| 74 | 2024-03-16 | 2024-08-08 | -46.4% | 32.0% | 1847 | 49.3% |
| 75 | 2024-08-08 | 2025-02-25 | -5.4% | 34.8% | 2075 | 49.1% |
| 76 | 2025-02-25 | 2025-08-22 | 14.4% | 14.7% | 1683 | 48.6% |
| 77 | 2025-08-22 | 2026-05-04 | -52.2% | 48.4% | 3257 | 47.8% |
| 78 | 2026-05-04 | 2026-10-04 | 30.1% | 21.9% | 1907 | 49.7% |
| 79 | 2023-09-01 | 2024-04-19 | 51.4% | 16.9% | 2029 | 49.4% |
| 80 | 2024-04-19 | 2024-08-01 | 20.4% | 14.8% | 1275 | 48.5% |
| 81 | 2024-08-01 | 2025-03-08 | 77.5% | 29.5% | 2306 | 49.8% |
| 82 | 2025-03-08 | 2025-09-23 | -2.6% | 20.3% | 1873 | 48.6% |
| 83 | 2025-09-23 | 2026-04-07 | -66.1% | 48.6% | 2825 | 47.5% |
| 84 | 2026-04-07 | 2026-10-04 | 33.0% | 22.6% | 2026 | 49.8% |
| 85 | 2023-09-01 | 2024-02-05 | 87.1% | 15.4% | 1341 | 48.5% |
| 86 | 2024-02-05 | 2024-10-21 | 7.1% | 27.5% | 2886 | 50.1% |
| 87 | 2024-10-21 | 2025-03-30 | 52.8% | 34.2% | 1735 | 48.6% |
| 88 | 2025-03-30 | 2025-08-27 | 16.4% | 16.5% | 1380 | 48.2% |
| 89 | 2025-08-27 | 2026-02-23 | -32.1% | 34.0% | 2527 | 48.2% |
| 90 | 2026-02-23 | 2026-10-04 | -17.1% | 40.2% | 2489 | 49.0% |
可复现性
- 数据区间
- 2023-09-01 → 2026-10-04
- 轮数 × 段数
- 15 轮 × 6 段 = 90 次回测
- 随机种子
- c6d6b1c6e653
- 数据版本
- 438f@202610060239
- 引擎版本
- 2026.10.02-contract-v2
- 发布时间
- 2026-10-04
基于历史数据的模拟。它描述的是这套规则过去会怎么做,而不是将来会怎么做。不构成投资建议 —— 本站不推荐、不评级、不排名任何策略。