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《我用Python在MT5上实现了一个夏普2.12的BTC-ETH配对交易机器人》

  • 2026-04-16 03:37:16
《我用Python在MT5上实现了一个夏普2.12的BTC-ETH配对交易机器人》

最近我在做一件有意思的事:用“价差套利”来赚钱。

先坦白,我不是什么量化大神,只是一个喜欢折腾的交易爱好者。最近几个月,我一直在研究一种听起来有点玄乎、但其实逻辑很朴素的策略——协整配对套利。

说人话就是:找两个“走得很近”的币,比如 BTC 和 ETH,它们长期来看涨跌基本同步。但短期总会有“一个跑太快,一个没跟上”的时候。这时候,我就做空跑得快的,做多跑得慢的,等着它们“重新拉平”的时候,就能赚钱。

举个例子,就像两个人手拉手跑步,偶尔一个人冲快了,另一个人落后了,但手还牵着,迟早会被拽回来。我们就在这个“被拽回来”的过程中获利。

为什么我觉得这个策略比“死拿现货”或者“追涨杀跌”更适合普通人?

我对比过几种常见玩法,说说我的体会:

玩法和痛点以及我的策略怎么规避

现货长持,遇到熊市,几年白干。 我做的是“相对强弱”而不是赌方向。大盘涨跌跟我关系不大,只要 BTC 和 ETH 不同步,我就有机会。

期货单边,方向看错,容易爆仓。 我是多空对冲,天然不带方向。即使 BTC 大跌,只要 ETH 跌得更多,我反而赚钱。

网格交易,单边行情容易套牢。我的开仓信号基于统计偏离,不是固定间距。价差偏离越大,开仓信心越强。

传统套利(搬砖、资金费率)机会少,收益薄,内卷严重。协整套利机会每天都有,而且容量大,几百万资金进去也不怕滑点。

简单总结:这个策略不猜涨跌,只赌“它俩会重新靠近”。

目前我做到什么程度了?

回测(用历史数据模拟)年化能做到 70%+,夏普比率 2.1(不懂没关系,就是收益/风险的性价比很高)。

已经在 MT5 上搭好了自动化脚本,模拟盘跑了一段时间,目前信号、开仓、止损、风控都正常。

实时监控面板能看到价差曲线和 Z-Score(一个衡量偏离程度的数字),什么时候开仓、什么时候止损,一目了然。

当然,历史不代表未来,我也还在打磨参数和风控。但至少,这是一个有逻辑、可复制、不靠感觉的策略。

接下来我会在公众号里持续分享什么?

实盘模拟的每日盈亏、开仓记录

遇到回撤时我怎么调整

参数优化、品种筛选的一些小技巧

也会聊聊我踩过的坑(比如一开始只开单边,根本没对冲,结果亏得莫名其妙)

如果你也对“不赌方向、赚价差”的玩法感兴趣,可以点个关注,我们一起见证这个策略能不能跑赢市场。

最后提醒一句:量化不是圣杯,任何策略都会有不适应的时候。我只是分享我的实践,不构成投资建议。

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  1. CONNECT:[ UseTime:0.000527s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000688s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000301s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000277s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000499s ]
  6. SELECT * FROM `set` [ RunTime:0.000225s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000566s ]
  8. SELECT * FROM `article` WHERE `id` = 485919 LIMIT 1 [ RunTime:0.000773s ]
  9. UPDATE `article` SET `lasttime` = 1776282877 WHERE `id` = 485919 [ RunTime:0.024470s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.000370s ]
  11. SELECT * FROM `article` WHERE `id` < 485919 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000539s ]
  12. SELECT * FROM `article` WHERE `id` > 485919 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.001386s ]
  13. SELECT * FROM `article` WHERE `id` < 485919 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.001173s ]
  14. SELECT * FROM `article` WHERE `id` < 485919 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.001383s ]
  15. SELECT * FROM `article` WHERE `id` < 485919 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.001866s ]
0.099875s