布林带+RSI双指标反转:90段仅30段盈利,最深回撤66.6%
赌布林带均值回归:震荡市里跌破下轨且 RSI 超卖才进场,回到上轨即离场;单边下跌会被连续止损。
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。
布林带+RSI双指标反转在BTCUSDT日线上的90次切法回测里,盈利段只有30/90,段收益中位 -12.1%,最深回撤66.6%;同期买入持有各段收益均值 +109.5%。从这组历史数据看,它没有跑赢什么都不做。 这次测试把整段历史切成6个不重叠窗口、重复15轮,每轮随机抖动边界,共90次回测;随机种子已落库,同一seed可复现相同切分。段收益最高+50.1%、最低-57.3%。最好的一段是第11轮第5段,2024-06-05至2025-11-02,段收益+50.1%,该段最深回撤19.0%;最差的一段是第2轮第2段,2021-01-30至2022-07-09,段收益-57.3%,该段最深回撤66.6%。爆仓0段(占比0.0%)。单笔平均盈利$11,123,单笔平均亏损$10,545,都是金额。与买入持有各段收益均值+109.5%相比,策略最高段+50.1%仍低于这个均值,而中位段收益为负。 这个策略在赌什么:它假设价格触及布林带外侧、同时RSI进入超买或超卖后,会均值回归或反转,而不是延续单边趋势。核心是“极端偏离后回摆”。在震荡市里,这种假设可能有发挥空间;但一旦行情变成持续单边,逆势信号会反复遇到不利走势,回撤容易快速放大。 弱点也在数据里:盈利段30/90说明多数切法并不赚钱;段收益中位-12.1%、最低-57.3%、最深回撤66.6%,说明不利区间下亏损可以很深。它更可能在趋势市、低波动或参数不匹配时失效。布林带周期、标准差倍数、RSI阈值、趋势过滤均线和仓位设置都会改变信号频率与盈亏结构,因此参数取值非常关键。 需要诚实的局限:原文没有给出interval、bb_period、bb_stdDev、rsi_period、rsi_oversold、rsi_overbought、ma_period_trend、position.value,本次是按行业惯例填的,所以这不是对原策略参数的完整复现;换一组参数,结论可能不同。另外,90次回测是同一份数据的90个不同切法,不是90个独立样本,不能把30/90直接当成独立胜率。段收益是每段回测的原始总收益,段长只有几十天,不应据此外推。爆仓0段只说明这批切法中没有触发爆仓,并不等于风险可控。 本内容为历史数据的复现验证,不构成投资建议,本平台不推荐、不评级、不排名。
两段对比
同一个策略的 90 个时间窗里,收益最高的那一段与回撤最大的那一段并排。两张图用同一刻度 —— 如果一条平滑、一条锯齿,那是策略本身不稳定,不是画法问题。
收益最高段
2024-06-05 → 2025-11-02
图上显示 1d(策略跑在 1d,每 1 根合并,原始 516 根)。
回撤最大段
2021-01-30 → 2022-07-09
图上显示 1d(策略跑在 1d,每 1 根合并,原始 526 根)。
汇总
- 段收益中位
- -12.1%
- 最高段收益
- 50.1%
- 最低段收益
- -57.3%
- 最深回撤(90 段里最深)
- 66.6%
- 盈利时段
- 30 / 90
- 是否出现过强平
- 无
- 单笔平均盈利($)
- $11,123
- 单笔平均亏损($)
- $10,545
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 | 2020-01-01 | 2021-03-30 | -20.1% | 50.0% | 2 | 0.0% |
| 2 | 2021-03-31 | 2022-02-14 | -37.9% | 53.5% | 3 | 33.3% |
| 3 | 2022-02-15 | 2023-06-24 | -3.5% | 45.6% | 6 | 50.0% |
| 4 | 2023-06-25 | 2024-05-02 | -17.1% | 17.3% | 2 | 0.0% |
| 5 | 2024-05-03 | 2025-10-10 | 31.4% | 19.3% | 8 | 75.0% |
| 6 | 2025-10-11 | 2026-10-04 | -29.4% | 39.9% | 3 | 0.0% |
| 7 | 2020-01-01 | 2021-01-29 | -22.8% | 50.0% | 2 | 0.0% |
| 8 | 2021-01-30 | 2022-07-09 | -44.6% | 66.6% | 5 | 20.0% |
| 9 | 2022-07-10 | 2023-07-04 | 35.9% | 23.2% | 4 | 75.0% |
| 10 | 2023-07-05 | 2024-08-03 | -10.1% | 22.4% | 4 | 25.0% |
| 11 | 2024-08-04 | 2025-05-11 | 13.9% | 19.7% | 3 | 66.7% |
| 12 | 2025-05-12 | 2026-10-04 | 2.2% | 33.5% | 7 | 57.1% |
| 13 | 2020-01-01 | 2021-01-26 | -22.9% | 50.0% | 2 | 0.0% |
| 14 | 2021-01-27 | 2022-04-03 | -29.8% | 53.5% | 3 | 33.3% |
| 15 | 2022-04-04 | 2023-05-27 | -14.0% | 45.6% | 5 | 40.0% |
| 16 | 2023-05-28 | 2024-04-17 | -3.1% | 14.6% | 3 | 33.3% |
| 17 | 2024-04-18 | 2025-05-31 | 11.4% | 19.3% | 4 | 50.0% |
| 18 | 2025-06-01 | 2026-10-04 | -8.2% | 37.2% | 6 | 50.0% |
| 19 | 2020-01-01 | 2021-02-10 | -22.2% | 50.0% | 2 | 0.0% |
| 20 | 2021-02-11 | 2022-05-04 | -28.7% | 53.5% | 4 | 50.0% |
| 21 | 2022-05-05 | 2023-06-21 | 25.4% | 26.4% | 6 | 66.7% |
| 22 | 2023-06-22 | 2024-09-10 | 2.5% | 21.3% | 5 | 60.0% |
| 23 | 2024-09-11 | 2025-08-08 | 9.8% | 22.7% | 3 | 66.7% |
| 24 | 2025-08-09 | 2026-10-04 | -18.0% | 38.9% | 4 | 25.0% |
| 25 | 2020-01-01 | 2021-02-09 | -22.2% | 50.0% | 2 | 0.0% |
| 26 | 2021-02-10 | 2022-02-26 | -33.0% | 53.5% | 3 | 33.3% |
| 27 | 2022-02-27 | 2023-04-20 | -11.7% | 45.6% | 5 | 40.0% |
| 28 | 2023-04-21 | 2024-07-12 | -6.3% | 19.9% | 4 | 50.0% |
| 29 | 2024-07-13 | 2025-09-19 | 33.2% | 18.8% | 6 | 83.3% |
| 30 | 2025-09-20 | 2026-10-04 | -28.1% | 39.9% | 3 | 0.0% |
| 31 | 2020-01-01 | 2021-01-25 | -23.0% | 50.0% | 2 | 0.0% |
| 32 | 2021-01-26 | 2022-04-04 | -29.7% | 53.5% | 3 | 33.3% |
| 33 | 2022-04-05 | 2023-03-14 | -26.8% | 45.6% | 5 | 40.0% |
| 34 | 2023-03-15 | 2024-09-23 | 14.7% | 19.9% | 6 | 66.7% |
| 35 | 2024-09-24 | 2025-10-28 | 42.0% | 19.5% | 6 | 83.3% |
| 36 | 2025-10-29 | 2026-10-04 | -30.7% | 37.3% | 3 | 0.0% |
| 37 | 2020-01-01 | 2020-11-18 | -27.1% | 50.0% | 2 | 0.0% |
| 38 | 2020-11-19 | 2022-05-17 | -36.7% | 57.2% | 4 | 25.0% |
| 39 | 2022-05-18 | 2023-06-13 | 8.4% | 28.6% | 5 | 60.0% |
| 40 | 2023-06-14 | 2024-07-11 | -16.7% | 21.3% | 3 | 33.3% |
| 41 | 2024-07-12 | 2025-09-23 | 32.8% | 18.8% | 6 | 83.3% |
| 42 | 2025-09-24 | 2026-10-04 | -40.0% | 47.8% | 3 | 0.0% |
| 43 | 2020-01-01 | 2021-04-20 | -19.3% | 50.0% | 2 | 0.0% |
| 44 | 2021-04-21 | 2022-01-23 | -50.9% | 44.0% | 3 | 33.3% |
| 45 | 2022-01-24 | 2023-03-29 | -11.4% | 45.6% | 5 | 40.0% |
| 46 | 2023-03-30 | 2024-03-25 | 2.3% | 14.5% | 2 | 50.0% |
| 47 | 2024-03-26 | 2025-08-10 | 23.5% | 18.6% | 7 | 71.4% |
| 48 | 2025-08-11 | 2026-10-04 | -18.1% | 38.9% | 4 | 25.0% |
| 49 | 2020-01-01 | 2021-03-24 | -20.3% | 50.0% | 2 | 0.0% |
| 50 | 2021-03-25 | 2021-12-20 | -36.8% | 51.4% | 3 | 33.3% |
| 51 | 2021-12-21 | 2023-03-27 | -14.0% | 45.6% | 6 | 33.3% |
| 52 | 2023-03-28 | 2024-08-31 | 4.5% | 19.9% | 5 | 60.0% |
| 53 | 2024-09-01 | 2025-05-31 | -6.7% | 22.7% | 1 | 0.0% |
| 54 | 2025-06-01 | 2026-10-04 | -8.2% | 37.2% | 6 | 50.0% |
| 55 | 2020-01-01 | 2021-03-28 | -20.2% | 50.0% | 2 | 0.0% |
| 56 | 2021-03-29 | 2022-06-13 | -48.7% | 60.5% | 5 | 20.0% |
| 57 | 2022-06-14 | 2023-03-31 | 36.8% | 18.7% | 3 | 66.7% |
| 58 | 2023-04-01 | 2024-07-21 | 1.9% | 19.9% | 4 | 50.0% |
| 59 | 2024-07-22 | 2025-07-22 | 44.1% | 16.8% | 4 | 75.0% |
| 60 | 2025-07-23 | 2026-10-04 | -14.1% | 38.3% | 5 | 40.0% |
| 61 | 2020-01-01 | 2021-05-07 | -13.0% | 50.0% | 3 | 33.3% |
| 62 | 2021-05-08 | 2022-04-15 | 3.2% | 34.5% | 4 | 50.0% |
| 63 | 2022-04-16 | 2023-04-12 | -9.0% | 43.1% | 5 | 40.0% |
| 64 | 2023-04-13 | 2024-06-04 | 4.6% | 16.4% | 3 | 66.7% |
| 65 | 2024-06-05 | 2025-11-02 | 33.3% | 19.0% | 8 | 75.0% |
| 66 | 2025-11-03 | 2026-10-04 | -23.3% | 31.6% | 3 | 0.0% |
| 67 | 2020-01-01 | 2021-04-12 | -19.6% | 50.0% | 2 | 0.0% |
| 68 | 2021-04-13 | 2021-12-26 | -16.9% | 37.0% | 3 | 33.3% |
| 69 | 2021-12-27 | 2023-02-21 | -15.7% | 44.9% | 6 | 50.0% |
| 70 | 2023-02-22 | 2024-07-23 | 19.3% | 16.1% | 5 | 60.0% |
| 71 | 2024-07-24 | 2025-07-16 | 26.2% | 19.5% | 3 | 66.7% |
| 72 | 2025-07-17 | 2026-10-04 | -9.0% | 37.2% | 6 | 50.0% |
| 73 | 2020-01-01 | 2020-12-03 | -26.1% | 50.0% | 2 | 0.0% |
| 74 | 2020-12-04 | 2022-01-29 | -38.4% | 53.5% | 3 | 33.3% |
| 75 | 2022-01-30 | 2023-06-12 | -9.5% | 45.6% | 6 | 50.0% |
| 76 | 2023-06-13 | 2024-05-07 | -11.2% | 17.3% | 2 | 0.0% |
| 77 | 2024-05-08 | 2025-07-02 | 17.0% | 19.3% | 5 | 60.0% |
| 78 | 2025-07-03 | 2026-10-04 | -8.8% | 37.2% | 6 | 50.0% |
| 79 | 2020-01-01 | 2021-01-19 | -23.3% | 50.0% | 2 | 0.0% |
| 80 | 2021-01-20 | 2022-01-18 | -12.0% | 43.0% | 4 | 50.0% |
| 81 | 2022-01-19 | 2023-08-02 | 10.6% | 43.0% | 8 | 62.5% |
| 82 | 2023-08-03 | 2024-04-19 | 2.4% | 9.3% | 2 | 50.0% |
| 83 | 2024-04-20 | 2025-05-30 | 11.4% | 19.3% | 4 | 50.0% |
| 84 | 2025-05-31 | 2026-10-04 | -8.2% | 37.2% | 6 | 50.0% |
| 85 | 2020-01-01 | 2021-01-17 | -23.4% | 50.0% | 2 | 0.0% |
| 86 | 2021-01-18 | 2022-05-07 | -33.3% | 53.5% | 4 | 25.0% |
| 87 | 2022-05-08 | 2023-08-26 | -4.3% | 38.7% | 8 | 62.5% |
| 88 | 2023-08-27 | 2024-09-25 | 19.2% | 16.6% | 4 | 75.0% |
| 89 | 2024-09-26 | 2025-06-01 | -7.4% | 22.7% | 1 | 0.0% |
| 90 | 2025-06-02 | 2026-10-04 | 2.9% | 33.3% | 7 | 57.1% |
可复现性
- 数据区间
- 2020-01-01 → 2026-10-04
- 轮数 × 段数
- 15 轮 × 6 段 = 90 次回测
- 随机种子
- 68e56c61fd56
- 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。