# 1h-1d 策略全维度对比回测报告（Spot + 合约）

> **生成时间**：2026-06-17 01:03:37 UTC
> **总耗时**：188.0 秒
> **测试维度**：9 策略 × 4 币种 × 2 时间级别 × 2 交易类型 × 4 数据量 = 1728 次回测
> **初始资金**：$10,000 | **预热 Bar**：150
> **错误数**：0

## 一、策略概览

| # | 策略名称 | 类型 | 参数 | 描述 |
|---|----------|------|------|------|
| 1. | **海龟交易** | 趋势跟踪 | `entry=20/exit=10/ATR(20)x2.0` | Donchian 20/10通道突破 + 2N ATR止损，多空双向 |
| 2. | **超级趋势** | 趋势跟踪 | `ATR(10)x3.0` | ATR(10)×3倍动态跟踪止损带，趋势翻转即反转 |
| 3. | **MACD金叉死叉** | 动量 | `MACD(12,26,9)/ATR(14)x2.0` | MACD(12,26,9)零轴上金叉做多/零轴下死叉做空+ATR止损 |
| 4. | **布林收缩爆发** | 波动率突破 | `BB(20,2.0)/KC(20,1.5)/squeeze=30` | BB收缩至KC内部后扩张爆发，顺势入场 + ATR止损 |
| 5. | **三均线排列** | 趋势跟踪 | `EMA(10,30,60)/ATR(14)x2.0` | EMA(10,30,60)多头/空头排列，快线金叉入场+ATR追踪止损 |
| 6. | **RSI均值回归** | 均值回归 | `RSI(14)25/75+BB(20,2.0)/ATR(14)x1.5` | RSI(14)超卖25/超买75 + 布林带触碰确认 → 逆向回归 |
| 7. | **ATR波动率突破** | 波动率突破 | `ATR(14)/squeeze=20x0.7/EMA(10,30)` | ATR(14)收缩至极低后扩张突破 + EMA(10/30)方向确认 |
| 8. | **EMA双均线多空** | 趋势跟踪 | `EMA(10,50)/ATR(14)x2.5` | EMA(10,50)金叉做多死叉做空 + ATR追踪止损，始终在场 |
| 9. | **牛熊自适应** | 牛熊自适应 | `EMA200投票(斜率+价格+ATH)牛多熊空` | EMA200斜率+价格vsEMA200+ATH回撤3选2投票，牛市只多/熊市只空 |

## 二、全量数据 TOP 20（按夏普比率排名）

| 排名 | 策略 | 币种 | TF | 类型 | 总收益% | 年化% | 夏普 | 回撤% | 胜率% | 盈亏比 | 交易数 | 卡尔玛 |
|------|------|------|----|------|---------|-------|------|-------|-------|--------|--------|--------|
| 🥇 | EMA双均线多空 | ETHUSDT | 1d | um | -125.4% | +0.0% | **1.63** | -156.4% | 0.0% | 0.00 | 1 | 0.00 |
| 🥈 | 超级趋势 | SOLUSDT | 8h | um | +1161.8% | +57.0% | **1.51** | -35.0% | 45.9% | 3.00 | 61 | 1.63 |
| 🥉 | 超级趋势 | SOLUSDT | 8h | spot | +756.6% | +45.6% | **1.44** | -35.2% | 47.5% | 2.94 | 59 | 1.29 |
|   4 | 牛熊自适应 | BNBUSDT | 6h | um | +2076.9% | +63.7% | **1.44** | -35.6% | 39.4% | 2.15 | 94 | 1.79 |
|   5 | 超级趋势 | SOLUSDT | 6h | um | +608.5% | +41.4% | **1.42** | -37.1% | 41.9% | 2.25 | 86 | 1.11 |
|   6 | ATR波动率突破 | SOLUSDT | 2h | um | +10658.9% | +126.5% | **1.41** | -61.9% | 36.5% | 1.40 | 200 | 2.04 |
|   7 | 超级趋势 | SOLUSDT | 6h | spot | +625.8% | +41.2% | **1.40** | -37.0% | 40.2% | 2.22 | 87 | 1.11 |
|   8 | ATR波动率突破 | SOLUSDT | 2h | spot | +10978.1% | +124.6% | **1.38** | -59.8% | 37.9% | 1.34 | 203 | 2.08 |
|   9 | ATR波动率突破 | SOLUSDT | 8h | um | +6002.2% | +107.8% | **1.30** | -78.0% | 34.1% | 1.36 | 41 | 1.38 |
|   10 | ATR波动率突破 | SOLUSDT | 4h | um | +6725.3% | +110.1% | **1.29** | -75.8% | 26.4% | 1.22 | 91 | 1.45 |
|   11 | ATR波动率突破 | SOLUSDT | 8h | spot | +5956.7% | +105.1% | **1.29** | -78.5% | 34.1% | 1.36 | 41 | 1.34 |
|   12 | 牛熊自适应 | BTCUSDT | 1d | um | +640.3% | +37.0% | **1.25** | -30.6% | 50.0% | 2.91 | 22 | 1.21 |
|   13 | 牛熊自适应 | ETHUSDT | 4h | spot | +4239.5% | +53.7% | **1.24** | -37.3% | 40.5% | 1.75 | 205 | 1.44 |
|   14 | MACD金叉死叉 | SOLUSDT | 8h | um | +210.6% | +22.3% | **1.23** | -15.3% | 47.7% | 1.86 | 153 | 1.46 |
|   15 | 牛熊自适应 | BNBUSDT | 6h | spot | +3592.9% | +52.8% | **1.21** | -44.5% | 37.5% | 1.99 | 128 | 1.19 |
|   16 | MACD金叉死叉 | SOLUSDT | 8h | spot | +206.9% | +21.7% | **1.19** | -15.5% | 47.8% | 1.81 | 157 | 1.40 |
|   17 | ATR波动率突破 | SOLUSDT | 6h | spot | +3897.4% | +90.0% | **1.19** | -84.4% | 22.0% | 1.22 | 59 | 1.07 |
|   18 | ATR波动率突破 | SOLUSDT | 6h | um | +3152.2% | +85.1% | **1.16** | -85.8% | 22.4% | 1.20 | 58 | 0.99 |
|   19 | 牛熊自适应 | BNBUSDT | 1d | um | +1363.3% | +57.1% | **1.13** | -45.3% | 38.1% | 2.19 | 21 | 1.26 |
|   20 | ATR波动率突破 | BTCUSDT | 2h | spot | +4378.7% | +54.0% | **1.12** | -52.6% | 31.4% | 1.41 | 334 | 1.03 |

## 三、各策略全量数据详细表现（2h vs 6h × 4 币种 × spot/um）

### 1.海龟交易
> **类型**：趋势跟踪 | **参数**：`entry=20/exit=10/ATR(20)x2.0`
> Donchian 20/10通道突破 + 2N ATR止损，多空双向

| 币种 | TF | 类型 | 总收益% | 年化% | 夏普 | 回撤% | 胜率% | 盈亏比 | 交易数 | 卡尔玛 |
|------|----|------|---------|-------|------|-------|-------|--------|--------|--------|
| BTCUSDT | 1h | spot | -87.7% | -21.2% | **-3.18** | -87.8% | 27.6% | 0.68 | 2854 | -0.24 |
| BTCUSDT | 1h | um | -73.8% | -18.0% | **-2.99** | -74.4% | 27.8% | 0.76 | 2096 | -0.24 |
| BTCUSDT | 2h | spot | -71.8% | -13.4% | **-1.71** | -72.0% | 29.9% | 0.74 | 1624 | -0.19 |
| BTCUSDT | 2h | um | -55.8% | -11.4% | **-1.63** | -57.8% | 30.6% | 0.79 | 1194 | -0.20 |
| BTCUSDT | 4h | spot | -23.5% | -3.0% | **-0.33** | -37.6% | 33.9% | 0.98 | 836 | -0.08 |
| BTCUSDT | 4h | um | -20.2% | -3.3% | **-0.44** | -26.2% | 33.3% | 0.96 | 628 | -0.13 |
| BTCUSDT | 6h | spot | +9.8% | +1.1% | **0.17** | -19.1% | 35.2% | 1.13 | 580 | 0.06 |
| BTCUSDT | 6h | um | -7.5% | -1.2% | **-0.13** | -16.8% | 32.3% | 1.02 | 437 | -0.07 |
| BTCUSDT | 8h | spot | +18.6% | +2.0% | **0.28** | -14.1% | 34.1% | 1.16 | 443 | 0.14 |
| BTCUSDT | 8h | um | -2.9% | -0.4% | **-0.03** | -11.2% | 34.0% | 1.05 | 326 | -0.04 |
| BTCUSDT | 1d | spot | +13.4% | +1.5% | **0.21** | -14.6% | 35.2% | 1.17 | 162 | 0.10 |
| BTCUSDT | 1d | um | +14.7% | +2.2% | **0.30** | -14.2% | 34.7% | 1.22 | 121 | 0.15 |
| ETHUSDT | 1h | spot | -92.8% | -25.8% | **-3.18** | -92.9% | 28.3% | 0.68 | 3147 | -0.28 |
| ETHUSDT | 1h | um | -82.3% | -23.3% | **-3.14** | -83.6% | 27.9% | 0.74 | 2279 | -0.28 |
| ETHUSDT | 2h | spot | -64.1% | -11.0% | **-1.18** | -64.8% | 31.2% | 0.85 | 1687 | -0.17 |
| ETHUSDT | 2h | um | -50.7% | -10.3% | **-1.14** | -54.7% | 31.0% | 0.87 | 1233 | -0.19 |
| ETHUSDT | 4h | spot | -13.0% | -1.6% | **-0.11** | -29.1% | 35.7% | 1.03 | 894 | -0.05 |
| ETHUSDT | 4h | um | -15.2% | -2.5% | **-0.23** | -28.0% | 35.3% | 1.00 | 648 | -0.09 |
| ETHUSDT | 6h | spot | +17.0% | +1.8% | **0.23** | -28.6% | 37.4% | 1.13 | 597 | 0.06 |
| ETHUSDT | 6h | um | -1.5% | -0.2% | **0.02** | -25.4% | 35.9% | 1.06 | 435 | -0.01 |
| ETHUSDT | 8h | spot | +27.2% | +2.8% | **0.32** | -16.6% | 40.6% | 1.17 | 453 | 0.17 |
| ETHUSDT | 8h | um | +8.9% | +1.3% | **0.19** | -15.7% | 39.3% | 1.12 | 328 | 0.09 |
| ETHUSDT | 1d | spot | +46.2% | +4.6% | **0.45** | -14.3% | 39.1% | 1.31 | 156 | 0.32 |
| ETHUSDT | 1d | um | +28.9% | +4.2% | **0.46** | -14.3% | 37.7% | 1.32 | 114 | 0.30 |
| BNBUSDT | 1h | spot | -87.8% | -21.7% | **-2.14** | -88.2% | 28.9% | 0.77 | 3048 | -0.25 |
| BNBUSDT | 1h | um | -70.1% | -17.4% | **-1.88** | -73.2% | 27.4% | 0.86 | 2166 | -0.24 |
| BNBUSDT | 2h | spot | -64.3% | -11.3% | **-1.08** | -67.5% | 31.0% | 0.86 | 1647 | -0.17 |
| BNBUSDT | 2h | um | -55.2% | -11.9% | **-1.26** | -58.6% | 31.1% | 0.82 | 1169 | -0.20 |
| BNBUSDT | 4h | spot | +31.6% | +3.3% | **0.34** | -32.3% | 33.6% | 1.18 | 858 | 0.10 |
| BNBUSDT | 4h | um | -7.7% | -1.3% | **-0.07** | -29.0% | 32.1% | 1.05 | 614 | -0.04 |
| BNBUSDT | 6h | spot | +95.7% | +8.2% | **0.64** | -34.1% | 35.0% | 1.30 | 606 | 0.24 |
| BNBUSDT | 6h | um | -9.6% | -1.6% | **-0.11** | -32.3% | 32.1% | 1.01 | 436 | -0.05 |
| BNBUSDT | 8h | spot | +71.2% | +6.5% | **0.54** | -21.0% | 38.1% | 1.36 | 428 | 0.31 |
| BNBUSDT | 8h | um | +46.5% | +6.3% | **0.56** | -13.9% | 37.5% | 1.37 | 309 | 0.46 |
| BNBUSDT | 1d | spot | +107.3% | +9.3% | **0.71** | -16.2% | 42.9% | 1.82 | 147 | 0.57 |
| BNBUSDT | 1d | um | +88.9% | +11.3% | **0.81** | -20.7% | 44.3% | 1.95 | 97 | 0.55 |
| SOLUSDT | 1h | spot | -88.3% | -30.8% | **-2.76** | -89.2% | 29.8% | 0.76 | 2355 | -0.35 |
| SOLUSDT | 1h | um | -89.3% | -32.2% | **-3.02** | -89.4% | 29.4% | 0.71 | 2302 | -0.36 |
| SOLUSDT | 2h | spot | -60.3% | -14.7% | **-1.12** | -61.1% | 32.6% | 0.86 | 1244 | -0.24 |
| SOLUSDT | 2h | um | -61.5% | -15.4% | **-1.18** | -64.2% | 33.1% | 0.86 | 1210 | -0.24 |
| SOLUSDT | 4h | spot | -46.5% | -10.2% | **-0.70** | -53.8% | 31.9% | 0.85 | 653 | -0.19 |
| SOLUSDT | 4h | um | -50.4% | -11.6% | **-0.85** | -54.4% | 32.5% | 0.81 | 637 | -0.21 |
| SOLUSDT | 6h | spot | -22.7% | -4.4% | **-0.29** | -41.1% | 36.3% | 0.92 | 438 | -0.11 |
| SOLUSDT | 6h | um | -23.9% | -4.7% | **-0.32** | -37.4% | 36.7% | 0.91 | 422 | -0.13 |
| SOLUSDT | 8h | spot | +17.2% | +2.8% | **0.27** | -25.6% | 39.8% | 1.13 | 334 | 0.11 |
| SOLUSDT | 8h | um | +5.2% | +0.9% | **0.13** | -27.4% | 39.1% | 1.07 | 327 | 0.03 |
| SOLUSDT | 1d | spot | +85.0% | +12.0% | **0.84** | -19.6% | 47.6% | 1.60 | 105 | 0.61 |
| SOLUSDT | 1d | um | -1.0% | -0.2% | **0.07** | -44.0% | 44.9% | 1.01 | 98 | -0.00 |

> 🏆 **海龟交易 最优**：SOLUSDT 1d spot，夏普 **0.84**，总收益 **+85.0%**，年化 **+12.0%**，交易 105 次

### 2.超级趋势
> **类型**：趋势跟踪 | **参数**：`ATR(10)x3.0`
> ATR(10)×3倍动态跟踪止损带，趋势翻转即反转

| 币种 | TF | 类型 | 总收益% | 年化% | 夏普 | 回撤% | 胜率% | 盈亏比 | 交易数 | 卡尔玛 |
|------|----|------|---------|-------|------|-------|-------|--------|--------|--------|
| BTCUSDT | 1h | spot | -50.6% | -7.7% | **-0.62** | -60.6% | 33.8% | 0.87 | 782 | -0.13 |
| BTCUSDT | 1h | um | -50.5% | -9.9% | **-0.92** | -61.5% | 33.2% | 0.78 | 617 | -0.16 |
| BTCUSDT | 2h | spot | -36.8% | -5.1% | **-0.39** | -48.0% | 31.9% | 0.86 | 401 | -0.11 |
| BTCUSDT | 2h | um | -31.2% | -5.4% | **-0.49** | -47.4% | 32.3% | 0.83 | 310 | -0.11 |
| BTCUSDT | 4h | spot | +144.8% | +10.8% | **0.90** | -15.7% | 39.4% | 1.60 | 213 | 0.69 |
| BTCUSDT | 4h | um | -26.5% | -4.5% | **-0.40** | -35.8% | 32.7% | 0.77 | 165 | -0.13 |
| BTCUSDT | 6h | spot | +113.4% | +9.1% | **0.83** | -16.2% | 37.0% | 1.65 | 135 | 0.56 |
| BTCUSDT | 6h | um | -23.0% | -3.8% | **-0.32** | -34.5% | 33.0% | 0.75 | 109 | -0.11 |
| BTCUSDT | 8h | spot | +159.7% | +11.6% | **1.00** | -16.8% | 35.0% | 1.96 | 100 | 0.69 |
| BTCUSDT | 8h | um | -1.5% | -0.2% | **0.03** | -23.6% | 39.0% | 1.01 | 77 | -0.01 |
| BTCUSDT | 1d | spot | +112.8% | +9.4% | **0.73** | -19.8% | 40.5% | 2.01 | 37 | 0.47 |
| BTCUSDT | 1d | um | -29.2% | -5.3% | **-0.50** | -41.6% | 24.1% | 0.53 | 29 | -0.13 |
| ETHUSDT | 1h | spot | -49.1% | -7.4% | **-0.45** | -57.7% | 32.7% | 0.89 | 811 | -0.13 |
| ETHUSDT | 1h | um | -53.9% | -11.2% | **-0.81** | -61.1% | 31.7% | 0.77 | 608 | -0.18 |
| ETHUSDT | 2h | spot | -14.3% | -1.7% | **-0.05** | -48.1% | 34.1% | 0.99 | 407 | -0.04 |
| ETHUSDT | 2h | um | -36.8% | -6.8% | **-0.45** | -49.3% | 31.8% | 0.81 | 308 | -0.14 |
| ETHUSDT | 4h | spot | +198.1% | +13.3% | **0.86** | -21.5% | 35.5% | 1.50 | 214 | 0.62 |
| ETHUSDT | 4h | um | -26.1% | -4.6% | **-0.29** | -39.7% | 37.1% | 0.80 | 159 | -0.11 |
| ETHUSDT | 6h | spot | +4.3% | +0.5% | **0.10** | -42.7% | 44.2% | 1.05 | 129 | 0.01 |
| ETHUSDT | 6h | um | -6.4% | -1.0% | **-0.01** | -42.1% | 47.4% | 0.95 | 95 | -0.02 |
| ETHUSDT | 8h | spot | +2.7% | +0.3% | **0.09** | -36.2% | 39.3% | 1.04 | 89 | 0.01 |
| ETHUSDT | 8h | um | -10.1% | -1.6% | **-0.06** | -37.8% | 36.6% | 0.90 | 71 | -0.04 |
| ETHUSDT | 1d | spot | -2.5% | -0.3% | **0.03** | -31.5% | 42.4% | 0.99 | 33 | -0.01 |
| ETHUSDT | 1d | um | -10.5% | -1.8% | **-0.10** | -28.4% | 37.5% | 0.83 | 24 | -0.06 |
| BNBUSDT | 1h | spot | +105.7% | +8.8% | **0.49** | -38.5% | 37.3% | 1.19 | 831 | 0.23 |
| BNBUSDT | 1h | um | +22.1% | +3.2% | **0.26** | -38.5% | 37.7% | 1.12 | 632 | 0.08 |
| BNBUSDT | 2h | spot | +512.2% | +23.5% | **0.94** | -37.0% | 40.2% | 1.55 | 393 | 0.64 |
| BNBUSDT | 2h | um | +239.3% | +21.3% | **0.88** | -17.6% | 37.5% | 1.53 | 293 | 1.21 |
| BNBUSDT | 4h | spot | +305.1% | +17.8% | **0.72** | -38.4% | 42.4% | 1.72 | 210 | 0.46 |
| BNBUSDT | 4h | um | -41.7% | -8.2% | **-0.65** | -47.6% | 35.3% | 0.59 | 153 | -0.17 |
| BNBUSDT | 6h | spot | +285.4% | +17.2% | **0.72** | -35.9% | 40.1% | 2.01 | 147 | 0.48 |
| BNBUSDT | 6h | um | +165.3% | +16.9% | **0.72** | -27.7% | 40.4% | 2.10 | 104 | 0.61 |
| BNBUSDT | 8h | spot | +117.6% | +9.6% | **0.49** | -40.4% | 36.0% | 1.66 | 111 | 0.24 |
| BNBUSDT | 8h | um | +145.8% | +15.6% | **0.69** | -31.8% | 40.5% | 2.06 | 74 | 0.49 |
| BNBUSDT | 1d | spot | -7.2% | -0.9% | **-0.03** | -30.5% | 37.5% | 0.90 | 32 | -0.03 |
| BNBUSDT | 1d | um | -11.1% | -2.0% | **-0.15** | -30.4% | 33.3% | 0.77 | 24 | -0.06 |
| SOLUSDT | 1h | spot | +29.2% | +4.5% | **0.31** | -35.3% | 37.0% | 1.10 | 602 | 0.13 |
| SOLUSDT | 1h | um | -73.7% | -20.7% | **-1.15** | -76.0% | 34.3% | 0.65 | 586 | -0.27 |
| SOLUSDT | 2h | spot | -47.6% | -10.5% | **-0.53** | -56.6% | 35.4% | 0.76 | 285 | -0.19 |
| SOLUSDT | 2h | um | -46.4% | -10.3% | **-0.53** | -59.5% | 35.6% | 0.77 | 278 | -0.17 |
| SOLUSDT | 4h | spot | -40.6% | -8.6% | **-0.43** | -53.0% | 37.2% | 0.71 | 145 | -0.16 |
| SOLUSDT | 4h | um | +178.5% | +19.7% | **0.94** | -29.4% | 40.1% | 1.59 | 132 | 0.67 |
| SOLUSDT | 6h | spot | +625.8% | +41.2% | **1.40** | -37.0% | 40.2% | 2.22 | 87 | 1.11 |
| SOLUSDT | 6h | um | +608.5% | +41.4% | **1.42** | -37.1% | 41.9% | 2.25 | 86 | 1.11 |
| SOLUSDT | 8h | spot | +756.6% | +45.6% | **1.44** | -35.2% | 47.5% | 2.94 | 59 | 1.29 |
| SOLUSDT | 8h | um | +1161.8% | +57.0% | **1.51** | -35.0% | 45.9% | 3.00 | 61 | 1.63 |
| SOLUSDT | 1d | spot | +139.3% | +17.4% | **0.80** | -26.7% | 47.4% | 2.71 | 19 | 0.65 |
| SOLUSDT | 1d | um | +138.7% | +17.7% | **0.81** | -28.2% | 47.4% | 2.75 | 19 | 0.63 |

> 🏆 **超级趋势 最优**：SOLUSDT 8h um，夏普 **1.51**，总收益 **+1161.8%**，年化 **+57.0%**，交易 61 次

### 3.MACD金叉死叉
> **类型**：动量 | **参数**：`MACD(12,26,9)/ATR(14)x2.0`
> MACD(12,26,9)零轴上金叉做多/零轴下死叉做空+ATR止损

| 币种 | TF | 类型 | 总收益% | 年化% | 夏普 | 回撤% | 胜率% | 盈亏比 | 交易数 | 卡尔玛 |
|------|----|------|---------|-------|------|-------|-------|--------|--------|--------|
| BTCUSDT | 1h | spot | -49.2% | -7.4% | **-0.69** | -58.3% | 33.1% | 0.97 | 1916 | -0.13 |
| BTCUSDT | 1h | um | -42.0% | -7.8% | **-0.80** | -47.8% | 32.2% | 0.95 | 1442 | -0.16 |
| BTCUSDT | 2h | spot | +7.8% | +0.9% | **0.13** | -19.2% | 36.6% | 1.12 | 875 | 0.04 |
| BTCUSDT | 2h | um | -3.2% | -0.5% | **-0.01** | -18.9% | 35.2% | 1.08 | 679 | -0.03 |
| BTCUSDT | 4h | spot | +26.5% | +2.7% | **0.33** | -26.3% | 37.3% | 1.18 | 458 | 0.10 |
| BTCUSDT | 4h | um | -1.8% | -0.3% | **0.01** | -27.1% | 37.2% | 1.05 | 357 | -0.01 |
| BTCUSDT | 6h | spot | +6.0% | +0.7% | **0.12** | -28.8% | 37.0% | 1.08 | 316 | 0.02 |
| BTCUSDT | 6h | um | -10.8% | -1.7% | **-0.18** | -28.5% | 33.6% | 0.95 | 235 | -0.06 |
| BTCUSDT | 8h | spot | +60.4% | +5.6% | **0.59** | -34.4% | 38.6% | 1.40 | 228 | 0.16 |
| BTCUSDT | 8h | um | +13.2% | +1.9% | **0.26** | -34.5% | 38.1% | 1.20 | 173 | 0.05 |
| BTCUSDT | 1d | spot | +86.7% | +7.7% | **0.81** | -12.8% | 47.9% | 2.04 | 71 | 0.60 |
| BTCUSDT | 1d | um | +26.1% | +3.7% | **0.49** | -12.9% | 42.3% | 1.53 | 52 | 0.29 |
| ETHUSDT | 1h | spot | -22.8% | -2.9% | **-0.16** | -51.5% | 35.6% | 1.05 | 1858 | -0.06 |
| ETHUSDT | 1h | um | -41.6% | -7.9% | **-0.61** | -54.4% | 35.3% | 0.96 | 1398 | -0.15 |
| ETHUSDT | 2h | spot | +104.8% | +8.5% | **0.67** | -26.8% | 37.3% | 1.26 | 869 | 0.32 |
| ETHUSDT | 2h | um | +10.2% | +1.5% | **0.18** | -29.4% | 35.3% | 1.11 | 641 | 0.05 |
| ETHUSDT | 4h | spot | +53.3% | +5.0% | **0.44** | -33.8% | 37.6% | 1.18 | 465 | 0.15 |
| ETHUSDT | 4h | um | +6.3% | +0.9% | **0.14** | -31.1% | 37.2% | 1.08 | 344 | 0.03 |
| ETHUSDT | 6h | spot | +108.3% | +8.8% | **0.81** | -15.3% | 38.0% | 1.43 | 305 | 0.57 |
| ETHUSDT | 6h | um | +22.2% | +3.1% | **0.35** | -18.2% | 35.5% | 1.20 | 228 | 0.17 |
| ETHUSDT | 8h | spot | +118.4% | +9.4% | **0.76** | -17.9% | 37.5% | 1.48 | 224 | 0.53 |
| ETHUSDT | 8h | um | +48.8% | +6.4% | **0.51** | -19.0% | 33.1% | 1.36 | 172 | 0.34 |
| ETHUSDT | 1d | spot | +110.9% | +9.3% | **0.76** | -23.5% | 42.1% | 1.73 | 76 | 0.39 |
| ETHUSDT | 1d | um | +31.9% | +4.6% | **0.43** | -23.6% | 37.9% | 1.39 | 58 | 0.20 |
| BNBUSDT | 1h | spot | -42.7% | -6.3% | **-0.32** | -61.1% | 35.2% | 1.00 | 1843 | -0.10 |
| BNBUSDT | 1h | um | -44.3% | -8.8% | **-0.64** | -54.7% | 33.3% | 0.94 | 1365 | -0.16 |
| BNBUSDT | 2h | spot | +96.8% | +8.2% | **0.55** | -37.8% | 37.6% | 1.22 | 919 | 0.22 |
| BNBUSDT | 2h | um | -6.0% | -1.0% | **-0.01** | -38.1% | 36.5% | 1.05 | 696 | -0.03 |
| BNBUSDT | 4h | spot | +168.3% | +12.2% | **0.72** | -26.7% | 41.8% | 1.42 | 457 | 0.46 |
| BNBUSDT | 4h | um | +29.6% | +4.2% | **0.35** | -28.2% | 39.8% | 1.21 | 359 | 0.15 |
| BNBUSDT | 6h | spot | +43.0% | +4.3% | **0.37** | -18.3% | 38.5% | 1.26 | 288 | 0.23 |
| BNBUSDT | 6h | um | +18.3% | +2.7% | **0.26** | -14.3% | 35.8% | 1.20 | 221 | 0.19 |
| BNBUSDT | 8h | spot | +38.9% | +4.0% | **0.34** | -24.2% | 41.6% | 1.25 | 221 | 0.16 |
| BNBUSDT | 8h | um | +31.0% | +4.4% | **0.38** | -14.0% | 40.6% | 1.30 | 165 | 0.32 |
| BNBUSDT | 1d | spot | +191.7% | +13.9% | **0.72** | -25.8% | 47.1% | 2.66 | 70 | 0.54 |
| BNBUSDT | 1d | um | +120.9% | +14.3% | **0.67** | -26.1% | 44.4% | 2.78 | 45 | 0.55 |
| SOLUSDT | 1h | spot | -54.4% | -12.6% | **-0.72** | -57.5% | 36.1% | 0.90 | 1248 | -0.22 |
| SOLUSDT | 1h | um | -55.6% | -13.2% | **-0.73** | -57.3% | 36.1% | 0.89 | 1241 | -0.23 |
| SOLUSDT | 2h | spot | +51.1% | +7.3% | **0.52** | -25.0% | 38.5% | 1.20 | 619 | 0.29 |
| SOLUSDT | 2h | um | +65.0% | +9.1% | **0.63** | -17.7% | 38.7% | 1.22 | 612 | 0.52 |
| SOLUSDT | 4h | spot | +62.8% | +8.8% | **0.61** | -20.1% | 41.9% | 1.27 | 322 | 0.44 |
| SOLUSDT | 4h | um | +57.3% | +8.3% | **0.58** | -19.1% | 42.5% | 1.26 | 318 | 0.43 |
| SOLUSDT | 6h | spot | +84.6% | +11.3% | **0.73** | -27.7% | 42.4% | 1.34 | 217 | 0.41 |
| SOLUSDT | 6h | um | +86.7% | +11.7% | **0.73** | -27.6% | 42.7% | 1.35 | 213 | 0.42 |
| SOLUSDT | 8h | spot | +206.9% | +21.7% | **1.19** | -15.5% | 47.8% | 1.81 | 157 | 1.40 |
| SOLUSDT | 8h | um | +210.6% | +22.3% | **1.23** | -15.3% | 47.7% | 1.86 | 153 | 1.46 |
| SOLUSDT | 1d | spot | +110.8% | +14.7% | **0.89** | -20.5% | 48.9% | 2.18 | 47 | 0.72 |
| SOLUSDT | 1d | um | -5.7% | -1.1% | **0.02** | -39.3% | 42.5% | 0.94 | 47 | -0.03 |

> 🏆 **MACD金叉死叉 最优**：SOLUSDT 8h um，夏普 **1.23**，总收益 **+210.6%**，年化 **+22.3%**，交易 153 次

### 4.布林收缩爆发
> **类型**：波动率突破 | **参数**：`BB(20,2.0)/KC(20,1.5)/squeeze=30`
> BB收缩至KC内部后扩张爆发，顺势入场 + ATR止损

| 币种 | TF | 类型 | 总收益% | 年化% | 夏普 | 回撤% | 胜率% | 盈亏比 | 交易数 | 卡尔玛 |
|------|----|------|---------|-------|------|-------|-------|--------|--------|--------|
| BTCUSDT | 1h | spot | +12.9% | +1.4% | **0.25** | -15.3% | 34.0% | 1.27 | 271 | 0.09 |
| BTCUSDT | 1h | um | -4.8% | -0.7% | **-0.10** | -16.2% | 33.0% | 1.01 | 206 | -0.04 |
| BTCUSDT | 2h | spot | -7.0% | -0.8% | **-0.18** | -19.0% | 31.4% | 0.91 | 118 | -0.04 |
| BTCUSDT | 2h | um | -5.9% | -0.9% | **-0.26** | -18.5% | 36.8% | 0.85 | 87 | -0.05 |
| BTCUSDT | 4h | spot | -7.1% | -0.8% | **-0.17** | -19.6% | 27.3% | 0.87 | 77 | -0.04 |
| BTCUSDT | 4h | um | -9.5% | -1.5% | **-0.35** | -15.4% | 30.0% | 0.73 | 60 | -0.10 |
| BTCUSDT | 6h | spot | -6.0% | -0.7% | **-0.13** | -18.1% | 33.3% | 0.89 | 63 | -0.04 |
| BTCUSDT | 6h | um | -14.5% | -2.3% | **-0.65** | -16.3% | 31.7% | 0.39 | 41 | -0.14 |
| BTCUSDT | 8h | spot | +8.8% | +1.0% | **0.24** | -12.4% | 36.8% | 1.43 | 38 | 0.08 |
| BTCUSDT | 8h | um | -1.9% | -0.3% | **-0.04** | -15.6% | 28.6% | 0.95 | 35 | -0.02 |
| BTCUSDT | 1d | spot | +0.3% | +0.0% | **0.03** | -13.6% | 44.4% | 1.04 | 18 | 0.00 |
| BTCUSDT | 1d | um | -3.1% | -0.5% | **-0.09** | -16.1% | 38.5% | 0.78 | 13 | -0.03 |
| ETHUSDT | 1h | spot | -20.7% | -2.6% | **-0.44** | -25.8% | 31.5% | 0.84 | 340 | -0.10 |
| ETHUSDT | 1h | um | -4.6% | -0.7% | **-0.08** | -13.1% | 35.3% | 1.01 | 207 | -0.05 |
| ETHUSDT | 2h | spot | +20.9% | +2.2% | **0.38** | -13.4% | 42.3% | 1.42 | 137 | 0.16 |
| ETHUSDT | 2h | um | +14.9% | +2.1% | **0.41** | -8.8% | 45.4% | 1.51 | 86 | 0.25 |
| ETHUSDT | 4h | spot | +92.5% | +7.8% | **0.99** | -9.1% | 42.9% | 2.39 | 84 | 0.85 |
| ETHUSDT | 4h | um | +13.6% | +2.0% | **0.38** | -10.3% | 38.9% | 1.61 | 54 | 0.19 |
| ETHUSDT | 6h | spot | +9.4% | +1.0% | **0.21** | -18.4% | 36.8% | 1.26 | 57 | 0.06 |
| ETHUSDT | 6h | um | -20.6% | -3.5% | **-0.70** | -23.0% | 28.6% | 0.44 | 49 | -0.15 |
| ETHUSDT | 8h | spot | +20.6% | +2.2% | **0.34** | -14.4% | 28.6% | 1.41 | 49 | 0.15 |
| ETHUSDT | 8h | um | +3.1% | +0.5% | **0.11** | -11.6% | 31.6% | 1.12 | 38 | 0.04 |
| ETHUSDT | 1d | spot | +21.0% | +2.3% | **0.36** | -11.1% | 41.2% | 1.89 | 17 | 0.21 |
| ETHUSDT | 1d | um | -11.1% | -1.9% | **-0.46** | -18.0% | 25.0% | 0.16 | 8 | -0.11 |
| BNBUSDT | 1h | spot | +29.1% | +3.0% | **0.42** | -17.0% | 33.1% | 1.36 | 356 | 0.18 |
| BNBUSDT | 1h | um | +9.1% | +1.4% | **0.22** | -17.9% | 29.7% | 1.22 | 276 | 0.08 |
| BNBUSDT | 2h | spot | +25.7% | +2.7% | **0.30** | -18.6% | 35.9% | 1.38 | 159 | 0.14 |
| BNBUSDT | 2h | um | -9.1% | -1.5% | **-0.30** | -21.8% | 32.2% | 0.85 | 121 | -0.07 |
| BNBUSDT | 4h | spot | +62.1% | +5.8% | **0.67** | -20.2% | 39.7% | 2.18 | 68 | 0.29 |
| BNBUSDT | 4h | um | -10.2% | -1.7% | **-0.37** | -16.4% | 31.1% | 0.59 | 45 | -0.10 |
| BNBUSDT | 6h | spot | +51.4% | +5.0% | **0.54** | -22.1% | 38.6% | 1.80 | 70 | 0.23 |
| BNBUSDT | 6h | um | -22.4% | -4.0% | **-0.81** | -27.2% | 25.9% | 0.39 | 54 | -0.15 |
| BNBUSDT | 8h | spot | -10.9% | -1.4% | **-0.29** | -18.4% | 27.5% | 0.66 | 40 | -0.07 |
| BNBUSDT | 8h | um | -11.0% | -1.9% | **-0.39** | -14.6% | 26.5% | 0.57 | 34 | -0.13 |
| BNBUSDT | 1d | spot | -0.1% | -0.0% | **0.03** | -12.6% | 45.5% | 1.02 | 22 | -0.00 |
| BNBUSDT | 1d | um | -7.7% | -1.3% | **-0.29** | -11.0% | 33.3% | 0.45 | 12 | -0.12 |
| SOLUSDT | 1h | spot | -0.6% | -0.1% | **0.03** | -17.1% | 35.7% | 1.06 | 244 | -0.01 |
| SOLUSDT | 1h | um | +1.6% | +0.3% | **0.07** | -15.0% | 34.2% | 1.08 | 219 | 0.02 |
| SOLUSDT | 2h | spot | -12.4% | -2.2% | **-0.23** | -27.2% | 29.1% | 0.87 | 134 | -0.08 |
| SOLUSDT | 2h | um | -12.7% | -2.4% | **-0.28** | -29.5% | 26.1% | 0.85 | 119 | -0.08 |
| SOLUSDT | 4h | spot | +3.2% | +0.6% | **0.11** | -12.9% | 35.5% | 1.13 | 62 | 0.04 |
| SOLUSDT | 4h | um | -11.8% | -2.2% | **-0.31** | -17.8% | 33.3% | 0.75 | 63 | -0.12 |
| SOLUSDT | 6h | spot | -5.5% | -1.0% | **-0.09** | -18.2% | 26.2% | 0.89 | 42 | -0.05 |
| SOLUSDT | 6h | um | -11.4% | -2.1% | **-0.17** | -22.0% | 27.7% | 0.78 | 47 | -0.10 |
| SOLUSDT | 8h | spot | +89.5% | +11.8% | **0.98** | -11.7% | 38.6% | 2.53 | 44 | 1.02 |
| SOLUSDT | 8h | um | +36.5% | +5.7% | **0.60** | -9.8% | 41.0% | 1.91 | 39 | 0.58 |
| SOLUSDT | 1d | spot | -17.5% | -3.5% | **-0.67** | -20.3% | 20.0% | 0.21 | 10 | -0.17 |
| SOLUSDT | 1d | um | -17.7% | -3.6% | **-0.67** | -20.5% | 20.0% | 0.21 | 10 | -0.17 |

> 🏆 **布林收缩爆发 最优**：ETHUSDT 4h spot，夏普 **0.99**，总收益 **+92.5%**，年化 **+7.8%**，交易 84 次

### 5.三均线排列
> **类型**：趋势跟踪 | **参数**：`EMA(10,30,60)/ATR(14)x2.0`
> EMA(10,30,60)多头/空头排列，快线金叉入场+ATR追踪止损

| 币种 | TF | 类型 | 总收益% | 年化% | 夏普 | 回撤% | 胜率% | 盈亏比 | 交易数 | 卡尔玛 |
|------|----|------|---------|-------|------|-------|-------|--------|--------|--------|
| BTCUSDT | 1h | spot | -26.6% | -3.4% | **-0.51** | -37.2% | 31.4% | 0.97 | 900 | -0.09 |
| BTCUSDT | 1h | um | -22.9% | -3.8% | **-0.68** | -32.5% | 32.5% | 0.94 | 698 | -0.12 |
| BTCUSDT | 2h | spot | +14.0% | +1.5% | **0.26** | -26.5% | 33.5% | 1.21 | 412 | 0.06 |
| BTCUSDT | 2h | um | -14.7% | -2.3% | **-0.44** | -27.9% | 32.0% | 0.91 | 322 | -0.08 |
| BTCUSDT | 4h | spot | +23.3% | +2.4% | **0.40** | -25.9% | 36.0% | 1.28 | 228 | 0.09 |
| BTCUSDT | 4h | um | -18.2% | -3.0% | **-0.53** | -28.7% | 32.2% | 0.78 | 180 | -0.10 |
| BTCUSDT | 6h | spot | +86.1% | +7.4% | **0.93** | -13.3% | 37.8% | 1.82 | 148 | 0.55 |
| BTCUSDT | 6h | um | +23.3% | +3.2% | **0.46** | -13.7% | 34.7% | 1.38 | 124 | 0.23 |
| BTCUSDT | 8h | spot | +55.6% | +5.2% | **0.74** | -10.0% | 37.4% | 1.81 | 107 | 0.52 |
| BTCUSDT | 8h | um | +17.0% | +2.4% | **0.41** | -10.0% | 38.8% | 1.41 | 85 | 0.24 |
| BTCUSDT | 1d | spot | +35.2% | +3.6% | **0.62** | -9.9% | 43.3% | 2.28 | 30 | 0.37 |
| BTCUSDT | 1d | um | +40.3% | +5.5% | **0.90** | -7.2% | 52.2% | 2.97 | 23 | 0.76 |
| ETHUSDT | 1h | spot | -23.9% | -3.0% | **-0.32** | -41.6% | 30.4% | 1.00 | 923 | -0.07 |
| ETHUSDT | 1h | um | -27.8% | -4.8% | **-0.61** | -34.0% | 28.2% | 0.91 | 694 | -0.14 |
| ETHUSDT | 2h | spot | -23.7% | -3.0% | **-0.39** | -37.5% | 28.4% | 0.91 | 419 | -0.08 |
| ETHUSDT | 2h | um | -29.1% | -5.1% | **-0.77** | -37.4% | 26.5% | 0.77 | 313 | -0.14 |
| ETHUSDT | 4h | spot | +64.3% | +5.8% | **0.65** | -21.0% | 34.6% | 1.45 | 237 | 0.28 |
| ETHUSDT | 4h | um | +24.9% | +3.5% | **0.41** | -21.9% | 32.4% | 1.29 | 182 | 0.16 |
| ETHUSDT | 6h | spot | +81.9% | +7.1% | **0.72** | -18.5% | 35.1% | 1.67 | 154 | 0.38 |
| ETHUSDT | 6h | um | +62.5% | +7.8% | **0.80** | -17.9% | 34.1% | 1.71 | 123 | 0.44 |
| ETHUSDT | 8h | spot | +108.0% | +8.8% | **0.92** | -23.0% | 34.9% | 1.89 | 109 | 0.38 |
| ETHUSDT | 8h | um | +59.6% | +7.5% | **0.80** | -23.8% | 37.4% | 1.73 | 83 | 0.32 |
| ETHUSDT | 1d | spot | +21.8% | +2.4% | **0.37** | -15.1% | 38.7% | 1.48 | 31 | 0.16 |
| ETHUSDT | 1d | um | +28.6% | +4.2% | **0.55** | -15.2% | 37.0% | 1.65 | 27 | 0.28 |
| BNBUSDT | 1h | spot | -18.4% | -2.3% | **-0.22** | -39.8% | 31.1% | 1.03 | 957 | -0.06 |
| BNBUSDT | 1h | um | -24.1% | -4.2% | **-0.50** | -39.6% | 30.2% | 0.96 | 734 | -0.11 |
| BNBUSDT | 2h | spot | +32.9% | +3.4% | **0.34** | -30.2% | 32.4% | 1.23 | 432 | 0.11 |
| BNBUSDT | 2h | um | -15.4% | -2.6% | **-0.31** | -31.8% | 30.2% | 0.92 | 318 | -0.08 |
| BNBUSDT | 4h | spot | +84.1% | +7.4% | **0.77** | -16.3% | 37.6% | 1.69 | 194 | 0.45 |
| BNBUSDT | 4h | um | +15.1% | +2.3% | **0.35** | -12.8% | 36.0% | 1.32 | 147 | 0.18 |
| BNBUSDT | 6h | spot | +93.9% | +8.1% | **0.77** | -21.1% | 40.8% | 1.83 | 147 | 0.38 |
| BNBUSDT | 6h | um | +26.4% | +3.8% | **0.50** | -10.3% | 40.8% | 1.48 | 98 | 0.37 |
| BNBUSDT | 8h | spot | +102.6% | +8.7% | **0.88** | -12.2% | 46.3% | 2.09 | 108 | 0.71 |
| BNBUSDT | 8h | um | +43.9% | +6.0% | **0.73** | -8.5% | 42.3% | 1.87 | 78 | 0.71 |
| BNBUSDT | 1d | spot | +29.3% | +3.2% | **0.57** | -6.0% | 59.3% | 2.92 | 27 | 0.53 |
| BNBUSDT | 1d | um | +27.0% | +4.1% | **0.74** | -5.9% | 60.0% | 4.12 | 20 | 0.69 |
| SOLUSDT | 1h | spot | +51.4% | +7.4% | **0.68** | -13.4% | 38.9% | 1.30 | 584 | 0.55 |
| SOLUSDT | 1h | um | +40.1% | +6.1% | **0.60** | -13.1% | 38.2% | 1.26 | 578 | 0.46 |
| SOLUSDT | 2h | spot | +34.4% | +5.2% | **0.54** | -15.0% | 38.9% | 1.29 | 270 | 0.35 |
| SOLUSDT | 2h | um | +28.1% | +4.4% | **0.47** | -15.1% | 39.5% | 1.25 | 271 | 0.29 |
| SOLUSDT | 4h | spot | +32.2% | +5.0% | **0.53** | -11.5% | 35.7% | 1.40 | 140 | 0.43 |
| SOLUSDT | 4h | um | +23.1% | +3.7% | **0.41** | -13.5% | 34.3% | 1.30 | 140 | 0.28 |
| SOLUSDT | 6h | spot | +19.2% | +3.1% | **0.34** | -11.8% | 38.4% | 1.32 | 86 | 0.26 |
| SOLUSDT | 6h | um | +18.7% | +3.1% | **0.34** | -11.0% | 36.4% | 1.31 | 88 | 0.28 |
| SOLUSDT | 8h | spot | +28.2% | +4.5% | **0.49** | -18.0% | 35.4% | 1.47 | 65 | 0.25 |
| SOLUSDT | 8h | um | +24.5% | +4.0% | **0.45** | -16.9% | 34.9% | 1.44 | 63 | 0.23 |
| SOLUSDT | 1d | spot | -8.0% | -1.5% | **-0.17** | -18.3% | 33.3% | 0.72 | 18 | -0.08 |
| SOLUSDT | 1d | um | -12.4% | -2.5% | **-0.23** | -23.8% | 33.3% | 0.61 | 18 | -0.10 |

> 🏆 **三均线排列 最优**：BTCUSDT 6h spot，夏普 **0.93**，总收益 **+86.1%**，年化 **+7.4%**，交易 148 次

### 6.RSI均值回归
> **类型**：均值回归 | **参数**：`RSI(14)25/75+BB(20,2.0)/ATR(14)x1.5`
> RSI(14)超卖25/超买75 + 布林带触碰确认 → 逆向回归

| 币种 | TF | 类型 | 总收益% | 年化% | 夏普 | 回撤% | 胜率% | 盈亏比 | 交易数 | 卡尔玛 |
|------|----|------|---------|-------|------|-------|-------|--------|--------|--------|
| BTCUSDT | 1h | spot | -99.2% | -42.1% | **-1.65** | -99.2% | 39.5% | 0.64 | 832 | -0.42 |
| BTCUSDT | 1h | um | -96.4% | -38.8% | **-1.60** | -96.5% | 43.1% | 0.63 | 684 | -0.40 |
| BTCUSDT | 2h | spot | -98.5% | -38.0% | **-1.34** | -98.8% | 36.0% | 0.52 | 481 | -0.38 |
| BTCUSDT | 2h | um | -90.4% | -29.4% | **-0.98** | -91.7% | 39.0% | 0.67 | 362 | -0.32 |
| BTCUSDT | 4h | spot | -94.2% | -27.8% | **-0.82** | -95.9% | 35.0% | 0.66 | 286 | -0.29 |
| BTCUSDT | 4h | um | -82.1% | -22.6% | **-0.68** | -86.9% | 36.2% | 0.69 | 207 | -0.26 |
| BTCUSDT | 6h | spot | -85.8% | -20.0% | **-0.52** | -89.8% | 38.1% | 0.77 | 194 | -0.22 |
| BTCUSDT | 6h | um | -85.6% | -25.2% | **-0.83** | -87.7% | 35.8% | 0.58 | 137 | -0.29 |
| BTCUSDT | 8h | spot | -87.5% | -21.3% | **-0.56** | -92.8% | 33.8% | 0.68 | 136 | -0.23 |
| BTCUSDT | 8h | um | -85.8% | -25.4% | **-0.73** | -86.3% | 35.0% | 0.40 | 100 | -0.29 |
| BTCUSDT | 1d | spot | -82.0% | -18.4% | **-0.58** | -84.9% | 21.3% | 0.41 | 47 | -0.22 |
| BTCUSDT | 1d | um | -58.7% | -13.0% | **-0.34** | -75.9% | 27.3% | 0.65 | 33 | -0.17 |
| ETHUSDT | 1h | spot | -99.9% | -54.4% | **-1.81** | -99.9% | 38.8% | 0.62 | 878 | -0.54 |
| ETHUSDT | 1h | um | -98.9% | -49.8% | **-1.57** | -99.0% | 40.0% | 0.68 | 638 | -0.50 |
| ETHUSDT | 2h | spot | -99.7% | -47.8% | **-1.33** | -99.8% | 38.7% | 0.62 | 499 | -0.48 |
| ETHUSDT | 2h | um | -95.8% | -38.6% | **-1.07** | -97.3% | 40.3% | 0.54 | 352 | -0.40 |
| ETHUSDT | 4h | spot | -98.8% | -39.9% | **-1.01** | -99.4% | 35.9% | 0.60 | 284 | -0.40 |
| ETHUSDT | 4h | um | -89.3% | -29.2% | **-0.78** | -92.7% | 36.9% | 0.54 | 187 | -0.31 |
| ETHUSDT | 6h | spot | -98.0% | -36.3% | **-0.86** | -99.0% | 32.7% | 0.65 | 199 | -0.37 |
| ETHUSDT | 6h | um | -81.5% | -23.0% | **-0.54** | -84.7% | 37.8% | 0.57 | 127 | -0.27 |
| ETHUSDT | 8h | spot | -95.6% | -30.1% | **-0.70** | -96.2% | 33.8% | 0.62 | 151 | -0.31 |
| ETHUSDT | 8h | um | -86.6% | -26.9% | **-0.55** | -90.6% | 37.8% | 0.55 | 98 | -0.30 |
| ETHUSDT | 1d | spot | -87.3% | -21.7% | **-0.42** | -91.4% | 29.6% | 0.49 | 44 | -0.24 |
| ETHUSDT | 1d | um | -85.8% | -27.2% | **-0.67** | -87.7% | 23.3% | 0.16 | 30 | -0.31 |
| BNBUSDT | 1h | spot | -99.4% | -45.2% | **-1.19** | -99.5% | 41.5% | 0.47 | 763 | -0.45 |
| BNBUSDT | 1h | um | -93.9% | -35.6% | **-0.85** | -94.2% | 42.6% | 0.68 | 556 | -0.38 |
| BNBUSDT | 2h | spot | -96.5% | -32.5% | **-0.72** | -97.3% | 43.5% | 0.45 | 411 | -0.33 |
| BNBUSDT | 2h | um | -66.3% | -15.8% | **-0.31** | -73.2% | 45.8% | 0.84 | 297 | -0.22 |
| BNBUSDT | 4h | spot | -98.4% | -38.3% | **-0.77** | -98.4% | 37.5% | 0.66 | 232 | -0.39 |
| BNBUSDT | 4h | um | -97.8% | -45.5% | **-1.14** | -97.8% | 33.3% | 0.36 | 156 | -0.47 |
| BNBUSDT | 6h | spot | -80.3% | -17.4% | **-0.07** | -96.2% | 42.3% | 0.95 | 168 | -0.18 |
| BNBUSDT | 6h | um | -90.5% | -31.4% | **-0.70** | -93.5% | 38.7% | 0.52 | 111 | -0.34 |
| BNBUSDT | 8h | spot | -83.8% | -19.3% | **-0.30** | -88.9% | 39.0% | 0.79 | 123 | -0.22 |
| BNBUSDT | 8h | um | -73.4% | -19.2% | **-0.46** | -82.2% | 34.1% | 0.67 | 85 | -0.23 |
| BNBUSDT | 1d | spot | -93.2% | -27.9% | **-0.57** | -94.1% | 36.7% | 0.35 | 49 | -0.30 |
| BNBUSDT | 1d | um | -87.7% | -29.7% | **-0.66** | -89.4% | 36.1% | 0.19 | 36 | -0.33 |
| SOLUSDT | 1h | spot | -79.8% | -24.0% | **-0.40** | -86.5% | 45.5% | 0.93 | 475 | -0.28 |
| SOLUSDT | 1h | um | -75.7% | -21.8% | **-0.26** | -88.7% | 46.7% | 0.95 | 475 | -0.25 |
| SOLUSDT | 2h | spot | -89.8% | -32.4% | **-0.65** | -93.0% | 40.5% | 0.82 | 252 | -0.35 |
| SOLUSDT | 2h | um | -83.6% | -27.1% | **-0.40** | -89.5% | 41.8% | 0.85 | 249 | -0.30 |
| SOLUSDT | 4h | spot | -96.0% | -42.6% | **-0.71** | -97.9% | 37.0% | 0.57 | 138 | -0.44 |
| SOLUSDT | 4h | um | -95.6% | -42.3% | **-0.80** | -97.8% | 36.2% | 0.54 | 138 | -0.43 |
| SOLUSDT | 6h | spot | -95.6% | -41.9% | **-0.60** | -97.1% | 38.0% | 0.60 | 100 | -0.43 |
| SOLUSDT | 6h | um | -96.4% | -44.4% | **-0.45** | -97.9% | 38.6% | 0.61 | 101 | -0.45 |
| SOLUSDT | 8h | spot | -96.2% | -43.5% | **-0.63** | -97.3% | 33.3% | 0.37 | 75 | -0.45 |
| SOLUSDT | 8h | um | -91.5% | -35.5% | **-0.31** | -94.2% | 38.2% | 0.53 | 76 | -0.38 |
| SOLUSDT | 1d | spot | -76.4% | -23.3% | **-0.25** | -85.6% | 33.3% | 0.33 | 33 | -0.27 |
| SOLUSDT | 1d | um | +407.3% | +35.5% | **0.77** | -73.3% | 61.3% | 1.36 | 31 | 0.48 |

> 🏆 **RSI均值回归 最优**：SOLUSDT 1d um，夏普 **0.77**，总收益 **+407.3%**，年化 **+35.5%**，交易 31 次

### 7.ATR波动率突破
> **类型**：波动率突破 | **参数**：`ATR(14)/squeeze=20x0.7/EMA(10,30)`
> ATR(14)收缩至极低后扩张突破 + EMA(10/30)方向确认

| 币种 | TF | 类型 | 总收益% | 年化% | 夏普 | 回撤% | 胜率% | 盈亏比 | 交易数 | 卡尔玛 |
|------|----|------|---------|-------|------|-------|-------|--------|--------|--------|
| BTCUSDT | 1h | spot | +939.3% | +30.4% | **0.78** | -71.6% | 26.8% | 1.15 | 682 | 0.42 |
| BTCUSDT | 1h | um | -6.4% | -1.0% | **0.19** | -70.6% | 24.9% | 1.07 | 579 | -0.01 |
| BTCUSDT | 2h | spot | +4378.7% | +54.0% | **1.12** | -52.6% | 31.4% | 1.41 | 334 | 1.03 |
| BTCUSDT | 2h | um | +404.5% | +27.1% | **0.76** | -51.2% | 29.5% | 1.35 | 278 | 0.53 |
| BTCUSDT | 4h | spot | +1760.7% | +39.6% | **0.94** | -45.3% | 32.7% | 1.43 | 165 | 0.87 |
| BTCUSDT | 4h | um | +562.8% | +32.6% | **0.86** | -37.9% | 33.1% | 1.45 | 133 | 0.86 |
| BTCUSDT | 6h | spot | +1409.3% | +36.5% | **0.90** | -55.8% | 31.9% | 1.39 | 94 | 0.65 |
| BTCUSDT | 6h | um | +72.8% | +8.5% | **0.40** | -58.8% | 29.3% | 1.16 | 82 | 0.15 |
| BTCUSDT | 8h | spot | +512.0% | +23.1% | **0.69** | -69.6% | 26.0% | 1.38 | 73 | 0.33 |
| BTCUSDT | 8h | um | +278.4% | +22.2% | **0.68** | -62.2% | 26.3% | 1.39 | 57 | 0.36 |
| BTCUSDT | 1d | spot | +1251.7% | +36.2% | **0.89** | -51.6% | 52.0% | 1.93 | 25 | 0.70 |
| BTCUSDT | 1d | um | +614.0% | +36.2% | **0.88** | -49.6% | 52.9% | 2.01 | 17 | 0.73 |
| ETHUSDT | 1h | spot | +2464.8% | +44.5% | **0.89** | -66.5% | 28.6% | 1.18 | 661 | 0.67 |
| ETHUSDT | 1h | um | +726.5% | +38.1% | **0.83** | -58.7% | 28.6% | 1.21 | 510 | 0.65 |
| ETHUSDT | 2h | spot | +1744.5% | +39.2% | **0.85** | -59.9% | 31.9% | 1.30 | 339 | 0.66 |
| ETHUSDT | 2h | um | +353.2% | +26.1% | **0.68** | -62.1% | 31.8% | 1.31 | 264 | 0.42 |
| ETHUSDT | 4h | spot | +1662.7% | +38.7% | **0.84** | -60.8% | 30.5% | 1.37 | 154 | 0.64 |
| ETHUSDT | 4h | um | +224.3% | +19.9% | **0.60** | -60.2% | 25.8% | 1.28 | 124 | 0.33 |
| ETHUSDT | 6h | spot | +4659.2% | +55.6% | **1.02** | -47.6% | 36.2% | 2.08 | 94 | 1.17 |
| ETHUSDT | 6h | um | +2156.2% | +62.1% | **1.09** | -47.7% | 34.2% | 1.88 | 76 | 1.30 |
| ETHUSDT | 8h | spot | +3982.1% | +53.2% | **1.00** | -66.7% | 40.9% | 2.48 | 66 | 0.80 |
| ETHUSDT | 8h | um | +922.3% | +43.6% | **0.84** | -66.8% | 40.5% | 2.40 | 42 | 0.65 |
| ETHUSDT | 1d | spot | +69.7% | +6.5% | **0.41** | -93.3% | 38.5% | 1.07 | 26 | 0.07 |
| ETHUSDT | 1d | um | +632.5% | +38.3% | **0.87** | -70.8% | 71.4% | 3.38 | 14 | 0.54 |
| BNBUSDT | 1h | spot | +411.0% | +20.9% | **0.59** | -87.4% | 24.8% | 1.09 | 614 | 0.24 |
| BNBUSDT | 1h | um | -59.7% | -13.4% | **0.06** | -87.8% | 23.7% | 0.97 | 481 | -0.15 |
| BNBUSDT | 2h | spot | +2197.7% | +44.1% | **0.83** | -72.5% | 29.4% | 1.21 | 303 | 0.61 |
| BNBUSDT | 2h | um | +360.8% | +27.4% | **0.67** | -68.7% | 26.9% | 1.22 | 216 | 0.40 |
| BNBUSDT | 4h | spot | -112.5% | +0.0% | **-6.88** | -112.5% | 0.0% | 0.00 | 2 | 0.00 |
| BNBUSDT | 4h | um | +152.0% | +15.8% | **0.52** | -73.9% | 26.3% | 1.21 | 118 | 0.21 |
| BNBUSDT | 6h | spot | +676.2% | +27.2% | **0.67** | -87.8% | 26.2% | 1.34 | 107 | 0.31 |
| BNBUSDT | 6h | um | +2241.7% | +65.6% | **1.08** | -60.7% | 29.0% | 1.75 | 69 | 1.08 |
| BNBUSDT | 8h | spot | +2051.9% | +43.6% | **0.51** | -105.7% | 32.4% | 1.53 | 74 | 0.41 |
| BNBUSDT | 8h | um | +523.2% | +34.2% | **0.75** | -65.6% | 28.6% | 1.35 | 56 | 0.52 |
| BNBUSDT | 1d | spot | +638.7% | +27.6% | **0.68** | -71.8% | 24.0% | 1.40 | 25 | 0.38 |
| BNBUSDT | 1d | um | +817.6% | +45.3% | **0.87** | -63.1% | 22.2% | 1.57 | 18 | 0.72 |
| SOLUSDT | 1h | spot | +1157.2% | +54.3% | **0.93** | -66.7% | 31.8% | 1.19 | 384 | 0.81 |
| SOLUSDT | 1h | um | +2227.4% | +73.0% | **1.06** | -71.2% | 32.4% | 1.21 | 373 | 1.03 |
| SOLUSDT | 2h | spot | +10978.1% | +124.6% | **1.38** | -59.8% | 37.9% | 1.34 | 203 | 2.08 |
| SOLUSDT | 2h | um | +10658.9% | +126.5% | **1.41** | -61.9% | 36.5% | 1.40 | 200 | 2.04 |
| SOLUSDT | 4h | spot | +3128.3% | +82.4% | **1.12** | -67.6% | 26.3% | 1.23 | 95 | 1.22 |
| SOLUSDT | 4h | um | +6725.3% | +110.1% | **1.29** | -75.8% | 26.4% | 1.22 | 91 | 1.45 |
| SOLUSDT | 6h | spot | +3897.4% | +90.0% | **1.19** | -84.4% | 22.0% | 1.22 | 59 | 1.07 |
| SOLUSDT | 6h | um | +3152.2% | +85.1% | **1.16** | -85.8% | 22.4% | 1.20 | 58 | 0.99 |
| SOLUSDT | 8h | spot | +5956.7% | +105.1% | **1.29** | -78.5% | 34.1% | 1.36 | 41 | 1.34 |
| SOLUSDT | 8h | um | +6002.2% | +107.8% | **1.30** | -78.0% | 34.1% | 1.36 | 41 | 1.38 |
| SOLUSDT | 1d | spot | -39.3% | -8.8% | **0.27** | -81.7% | 20.0% | 0.82 | 15 | -0.11 |
| SOLUSDT | 1d | um | -25.9% | -5.5% | **0.32** | -81.8% | 21.4% | 0.87 | 14 | -0.07 |

> 🏆 **ATR波动率突破 最优**：SOLUSDT 2h um，夏普 **1.41**，总收益 **+10658.9%**，年化 **+126.5%**，交易 200 次

### 8.EMA双均线多空
> **类型**：趋势跟踪 | **参数**：`EMA(10,50)/ATR(14)x2.5`
> EMA(10,50)金叉做多死叉做空 + ATR追踪止损，始终在场

| 币种 | TF | 类型 | 总收益% | 年化% | 夏普 | 回撤% | 胜率% | 盈亏比 | 交易数 | 卡尔玛 |
|------|----|------|---------|-------|------|-------|-------|--------|--------|--------|
| BTCUSDT | 1h | spot | -99.4% | -44.0% | **-0.73** | -99.7% | 31.4% | 0.97 | 1449 | -0.44 |
| BTCUSDT | 1h | um | -99.4% | -52.7% | **-1.33** | -99.5% | 32.2% | 0.88 | 1110 | -0.53 |
| BTCUSDT | 2h | spot | -99.3% | -43.2% | **-0.48** | -99.4% | 32.9% | 0.67 | 712 | -0.44 |
| BTCUSDT | 2h | um | -99.4% | -52.7% | **-0.78** | -99.6% | 32.8% | 0.73 | 577 | -0.53 |
| BTCUSDT | 4h | spot | +128.3% | +9.9% | **0.44** | -73.3% | 36.3% | 1.09 | 383 | 0.13 |
| BTCUSDT | 4h | um | -68.3% | -15.7% | **-0.03** | -84.4% | 35.7% | 0.95 | 311 | -0.19 |
| BTCUSDT | 6h | spot | +1129.9% | +33.3% | **0.81** | -57.2% | 41.1% | 1.53 | 241 | 0.58 |
| BTCUSDT | 6h | um | +359.7% | +25.7% | **0.72** | -65.2% | 40.8% | 1.41 | 191 | 0.39 |
| BTCUSDT | 8h | spot | +406.5% | +20.5% | **0.62** | -71.8% | 37.2% | 1.40 | 188 | 0.29 |
| BTCUSDT | 8h | um | +518.5% | +31.6% | **0.81** | -69.0% | 39.5% | 1.54 | 147 | 0.46 |
| BTCUSDT | 1d | spot | +397.8% | +21.0% | **0.63** | -58.0% | 46.5% | 1.51 | 58 | 0.36 |
| BTCUSDT | 1d | um | +275.4% | +23.1% | **0.70** | -48.5% | 46.7% | 1.41 | 45 | 0.48 |
| ETHUSDT | 1h | spot | -100.0% | -62.7% | **-1.16** | -100.0% | 34.6% | 0.48 | 1243 | -0.63 |
| ETHUSDT | 1h | um | -99.9% | -63.8% | **-1.23** | -99.9% | 33.6% | 0.80 | 1173 | -0.64 |
| ETHUSDT | 2h | spot | -99.8% | -52.1% | **-0.60** | -99.9% | 33.0% | 0.57 | 795 | -0.52 |
| ETHUSDT | 2h | um | -89.9% | -29.6% | **-0.18** | -97.1% | 34.7% | 0.98 | 603 | -0.30 |
| ETHUSDT | 4h | spot | -55.0% | -8.7% | **0.29** | -90.1% | 38.1% | 0.99 | 388 | -0.10 |
| ETHUSDT | 4h | um | -54.9% | -11.5% | **0.25** | -93.9% | 35.7% | 1.01 | 297 | -0.12 |
| ETHUSDT | 6h | spot | -114.3% | +0.0% | **-1.11** | -110.5% | 20.0% | 0.22 | 10 | 0.00 |
| ETHUSDT | 6h | um | -12.5% | -2.0% | **0.19** | -102.9% | 39.0% | 1.02 | 177 | -0.02 |
| ETHUSDT | 8h | spot | -131.4% | +0.0% | **-3.80** | -125.5% | 20.0% | 0.01 | 5 | 0.00 |
| ETHUSDT | 8h | um | -103.9% | +0.0% | **-1.35** | -109.3% | 22.7% | 0.16 | 22 | 0.00 |
| ETHUSDT | 1d | spot | +168.1% | +12.4% | **0.50** | -68.2% | 52.7% | 1.33 | 55 | 0.18 |
| ETHUSDT | 1d | um | -125.4% | +0.0% | **1.63** | -156.4% | 0.0% | 0.00 | 1 | 0.00 |
| BNBUSDT | 1h | spot | -128.2% | +0.0% | **-2.54** | -153.4% | 29.0% | 0.55 | 31 | 0.00 |
| BNBUSDT | 1h | um | -161.6% | +0.0% | **-1.22** | -143.8% | 37.1% | 0.66 | 167 | 0.00 |
| BNBUSDT | 2h | spot | +37.4% | +3.8% | **0.39** | -94.0% | 37.2% | 1.07 | 753 | 0.04 |
| BNBUSDT | 2h | um | -83.4% | -24.7% | **-0.26** | -92.3% | 37.1% | 0.83 | 555 | -0.27 |
| BNBUSDT | 4h | spot | -82.8% | -18.6% | **0.26** | -135.2% | 37.2% | 0.76 | 376 | -0.14 |
| BNBUSDT | 4h | um | +41.1% | +5.6% | **0.39** | -75.0% | 37.5% | 1.08 | 285 | 0.08 |
| BNBUSDT | 6h | spot | -278.8% | +0.0% | **-1.64** | -318.9% | 0.0% | 0.00 | 1 | 0.00 |
| BNBUSDT | 6h | um | +111.6% | +12.7% | **0.51** | -78.7% | 37.2% | 1.11 | 188 | 0.16 |
| BNBUSDT | 8h | spot | -106.2% | +0.0% | **-1.75** | -109.6% | 12.5% | 0.16 | 32 | 0.00 |
| BNBUSDT | 8h | um | -114.3% | +0.0% | **-0.18** | -136.9% | 42.1% | 0.26 | 19 | 0.00 |
| BNBUSDT | 1d | spot | -750.8% | +0.0% | **-0.83** | -980.2% | 31.2% | 0.06 | 16 | 0.00 |
| BNBUSDT | 1d | um | -1211.1% | +0.0% | **-1.91** | -1449.8% | 25.0% | 0.02 | 4 | 0.00 |
| SOLUSDT | 1h | spot | -99.9% | -68.5% | **-0.85** | -99.9% | 34.2% | 0.86 | 1046 | -0.69 |
| SOLUSDT | 1h | um | -99.8% | -66.9% | **-0.79** | -99.9% | 33.8% | 0.86 | 1026 | -0.67 |
| SOLUSDT | 2h | spot | -120.9% | +0.0% | **-1.06** | -113.0% | 32.1% | 0.74 | 84 | 0.00 |
| SOLUSDT | 2h | um | -106.2% | +0.0% | **-1.36** | -105.1% | 37.0% | 0.58 | 73 | 0.00 |
| SOLUSDT | 4h | spot | -85.8% | -28.6% | **0.14** | -92.9% | 35.3% | 0.84 | 249 | -0.31 |
| SOLUSDT | 4h | um | -90.1% | -33.4% | **0.06** | -92.5% | 35.7% | 0.75 | 241 | -0.36 |
| SOLUSDT | 6h | spot | -141.6% | +0.0% | **-1.28** | -153.2% | 29.2% | 0.44 | 24 | 0.00 |
| SOLUSDT | 6h | um | -178.5% | +0.0% | **-1.29** | -155.2% | 31.8% | 0.56 | 22 | 0.00 |
| SOLUSDT | 8h | spot | -5728.9% | +0.0% | **-0.19** | -347.6% | 37.1% | 0.49 | 70 | 0.00 |
| SOLUSDT | 8h | um | -3613.5% | +0.0% | **-0.26** | -344.9% | 37.1% | 0.49 | 70 | 0.00 |
| SOLUSDT | 1d | spot | -241.6% | +0.0% | **-2.68** | -346.8% | 0.0% | 0.00 | 1 | 0.00 |
| SOLUSDT | 1d | um | -240.8% | +0.0% | **-3.02** | -345.6% | 0.0% | 0.00 | 1 | 0.00 |

> 🏆 **EMA双均线多空 最优**：ETHUSDT 1d um，夏普 **1.63**，总收益 **-125.4%**，年化 **+0.0%**，交易 1 次

### 9.牛熊自适应
> **类型**：牛熊自适应 | **参数**：`EMA200投票(斜率+价格+ATH)牛多熊空`
> EMA200斜率+价格vsEMA200+ATH回撤3选2投票，牛市只多/熊市只空

| 币种 | TF | 类型 | 总收益% | 年化% | 夏普 | 回撤% | 胜率% | 盈亏比 | 交易数 | 卡尔玛 |
|------|----|------|---------|-------|------|-------|-------|--------|--------|--------|
| BTCUSDT | 1h | spot | -81.4% | -17.4% | **-0.57** | -92.0% | 27.3% | 0.98 | 748 | -0.19 |
| BTCUSDT | 1h | um | -87.6% | -26.6% | **-1.25** | -91.5% | 27.5% | 0.77 | 552 | -0.29 |
| BTCUSDT | 2h | spot | +88.0% | +7.4% | **0.39** | -66.9% | 33.3% | 1.17 | 375 | 0.11 |
| BTCUSDT | 2h | um | -44.2% | -8.3% | **-0.25** | -65.8% | 31.8% | 0.89 | 280 | -0.13 |
| BTCUSDT | 4h | spot | +493.5% | +22.5% | **0.80** | -34.1% | 36.5% | 1.53 | 208 | 0.66 |
| BTCUSDT | 4h | um | +234.1% | +19.7% | **0.74** | -33.4% | 38.9% | 1.48 | 167 | 0.59 |
| BTCUSDT | 6h | spot | +317.6% | +17.8% | **0.67** | -43.3% | 35.2% | 1.37 | 122 | 0.41 |
| BTCUSDT | 6h | um | +96.4% | +10.7% | **0.48** | -48.8% | 34.0% | 1.26 | 97 | 0.22 |
| BTCUSDT | 8h | spot | +76.3% | +6.7% | **0.37** | -50.7% | 31.1% | 1.19 | 90 | 0.13 |
| BTCUSDT | 8h | um | +100.2% | +11.0% | **0.51** | -43.2% | 31.0% | 1.31 | 71 | 0.26 |
| BTCUSDT | 1d | spot | +649.2% | +27.0% | **1.03** | -30.6% | 46.4% | 2.78 | 28 | 0.88 |
| BTCUSDT | 1d | um | +640.3% | +37.0% | **1.25** | -30.6% | 50.0% | 2.91 | 22 | 1.21 |
| ETHUSDT | 1h | spot | -59.2% | -9.7% | **-0.13** | -88.3% | 30.7% | 1.04 | 758 | -0.11 |
| ETHUSDT | 1h | um | -71.3% | -17.4% | **-0.43** | -88.8% | 29.3% | 0.99 | 546 | -0.20 |
| ETHUSDT | 2h | spot | -22.2% | -2.8% | **0.10** | -80.0% | 29.8% | 1.04 | 400 | -0.04 |
| ETHUSDT | 2h | um | -61.2% | -13.5% | **-0.32** | -81.1% | 29.4% | 0.93 | 303 | -0.17 |
| ETHUSDT | 4h | spot | +4239.5% | +53.7% | **1.24** | -37.3% | 40.5% | 1.75 | 205 | 1.44 |
| ETHUSDT | 4h | um | +546.1% | +33.3% | **0.96** | -37.2% | 39.9% | 1.54 | 153 | 0.90 |
| ETHUSDT | 6h | spot | +748.9% | +27.8% | **0.80** | -73.0% | 34.1% | 1.27 | 132 | 0.38 |
| ETHUSDT | 6h | um | +3.3% | +0.5% | **0.17** | -73.4% | 32.3% | 1.05 | 93 | 0.01 |
| ETHUSDT | 8h | spot | +146.8% | +10.9% | **0.47** | -57.4% | 31.6% | 1.26 | 98 | 0.19 |
| ETHUSDT | 8h | um | +37.3% | +5.1% | **0.31** | -57.6% | 30.1% | 1.16 | 73 | 0.09 |
| ETHUSDT | 1d | spot | +222.5% | +14.9% | **0.64** | -57.7% | 48.0% | 1.61 | 25 | 0.26 |
| ETHUSDT | 1d | um | +204.3% | +19.9% | **0.76** | -57.8% | 47.6% | 1.62 | 21 | 0.34 |
| BNBUSDT | 1h | spot | -49.0% | -7.5% | **0.03** | -81.5% | 28.8% | 1.04 | 767 | -0.09 |
| BNBUSDT | 1h | um | -52.2% | -11.0% | **-0.17** | -81.9% | 29.8% | 1.02 | 558 | -0.13 |
| BNBUSDT | 2h | spot | +836.1% | +29.8% | **0.76** | -68.2% | 34.8% | 1.25 | 382 | 0.44 |
| BNBUSDT | 2h | um | -42.9% | -8.5% | **-0.19** | -72.0% | 34.4% | 0.84 | 270 | -0.12 |
| BNBUSDT | 4h | spot | +1375.2% | +37.0% | **0.92** | -44.6% | 37.4% | 1.55 | 190 | 0.83 |
| BNBUSDT | 4h | um | +272.6% | +23.3% | **0.73** | -40.1% | 34.7% | 1.43 | 144 | 0.58 |
| BNBUSDT | 6h | spot | +3592.9% | +52.8% | **1.21** | -44.5% | 37.5% | 1.99 | 128 | 1.19 |
| BNBUSDT | 6h | um | +2076.9% | +63.7% | **1.44** | -35.6% | 39.4% | 2.15 | 94 | 1.79 |
| BNBUSDT | 8h | spot | +409.1% | +21.2% | **0.70** | -45.8% | 31.6% | 1.54 | 95 | 0.46 |
| BNBUSDT | 8h | um | +761.7% | +41.4% | **1.10** | -27.7% | 33.9% | 1.78 | 65 | 1.50 |
| BNBUSDT | 1d | spot | +1466.4% | +39.9% | **0.93** | -47.1% | 38.5% | 2.12 | 26 | 0.85 |
| BNBUSDT | 1d | um | +1363.3% | +57.1% | **1.13** | -45.3% | 38.1% | 2.19 | 21 | 1.26 |
| SOLUSDT | 1h | spot | -70.8% | -19.0% | **-0.26** | -79.5% | 33.0% | 0.95 | 518 | -0.24 |
| SOLUSDT | 1h | um | -60.5% | -14.9% | **-0.15** | -78.2% | 32.5% | 0.99 | 510 | -0.19 |
| SOLUSDT | 2h | spot | -62.8% | -15.6% | **-0.21** | -86.1% | 32.5% | 0.91 | 271 | -0.18 |
| SOLUSDT | 2h | um | -67.9% | -18.0% | **-0.29** | -88.6% | 30.9% | 0.90 | 265 | -0.20 |
| SOLUSDT | 4h | spot | +65.3% | +9.1% | **0.41** | -56.6% | 35.1% | 1.13 | 134 | 0.16 |
| SOLUSDT | 4h | um | +43.0% | +6.5% | **0.35** | -54.0% | 33.9% | 1.12 | 130 | 0.12 |
| SOLUSDT | 6h | spot | +219.6% | +22.4% | **0.68** | -74.0% | 34.6% | 1.43 | 78 | 0.30 |
| SOLUSDT | 6h | um | +58.8% | +8.5% | **0.40** | -71.5% | 36.7% | 1.18 | 79 | 0.12 |
| SOLUSDT | 8h | spot | +194.2% | +20.8% | **0.65** | -56.2% | 36.7% | 1.41 | 60 | 0.37 |
| SOLUSDT | 8h | um | +57.2% | +8.4% | **0.41** | -55.6% | 36.7% | 1.18 | 60 | 0.15 |
| SOLUSDT | 1d | spot | +326.9% | +30.6% | **0.86** | -55.5% | 35.0% | 2.01 | 20 | 0.55 |
| SOLUSDT | 1d | um | +272.4% | +27.9% | **0.78** | -62.2% | 30.0% | 1.80 | 20 | 0.45 |

> 🏆 **牛熊自适应 最优**：BNBUSDT 6h um，夏普 **1.44**，总收益 **+2076.9%**，年化 **+63.7%**，交易 94 次

## 四、各币种全量数据 — 策略横向对比

### BTCUSDT

| 排名 | 策略 | TF | 类型 | 总收益% | 年化% | 夏普 | 回撤% | 胜率% | 盈亏比 | 交易数 | 卡尔玛 |
|------|------|----|------|---------|-------|------|-------|-------|--------|--------|--------|
| 🥇 | 牛熊自适应 | 1d | um | +640.3% | +37.0% | **1.25** | -30.6% | 50.0% | 2.91 | 22 | 1.21 |
| 🥈 | ATR波动率突破 | 2h | spot | +4378.7% | +54.0% | **1.12** | -52.6% | 31.4% | 1.41 | 334 | 1.03 |
| 🥉 | 牛熊自适应 | 1d | spot | +649.2% | +27.0% | **1.03** | -30.6% | 46.4% | 2.78 | 28 | 0.88 |
|   4 | 超级趋势 | 8h | spot | +159.7% | +11.6% | **1.00** | -16.8% | 35.0% | 1.96 | 100 | 0.69 |
|   5 | ATR波动率突破 | 4h | spot | +1760.7% | +39.6% | **0.94** | -45.3% | 32.7% | 1.43 | 165 | 0.87 |
|   6 | 三均线排列 | 6h | spot | +86.1% | +7.4% | **0.93** | -13.3% | 37.8% | 1.82 | 148 | 0.55 |
|   7 | 超级趋势 | 4h | spot | +144.8% | +10.8% | **0.90** | -15.7% | 39.4% | 1.60 | 213 | 0.69 |
|   8 | 三均线排列 | 1d | um | +40.3% | +5.5% | **0.90** | -7.2% | 52.2% | 2.97 | 23 | 0.76 |
|   9 | ATR波动率突破 | 6h | spot | +1409.3% | +36.5% | **0.90** | -55.8% | 31.9% | 1.39 | 94 | 0.65 |
|   10 | ATR波动率突破 | 1d | spot | +1251.7% | +36.2% | **0.89** | -51.6% | 52.0% | 1.93 | 25 | 0.70 |
|   11 | ATR波动率突破 | 1d | um | +614.0% | +36.2% | **0.88** | -49.6% | 52.9% | 2.01 | 17 | 0.73 |
|   12 | ATR波动率突破 | 4h | um | +562.8% | +32.6% | **0.86** | -37.9% | 33.1% | 1.45 | 133 | 0.86 |
|   13 | 超级趋势 | 6h | spot | +113.4% | +9.1% | **0.83** | -16.2% | 37.0% | 1.65 | 135 | 0.56 |
|   14 | MACD金叉死叉 | 1d | spot | +86.7% | +7.7% | **0.81** | -12.8% | 47.9% | 2.04 | 71 | 0.60 |
|   15 | EMA双均线多空 | 6h | spot | +1129.9% | +33.3% | **0.81** | -57.2% | 41.1% | 1.53 | 241 | 0.58 |
|   16 | EMA双均线多空 | 8h | um | +518.5% | +31.6% | **0.81** | -69.0% | 39.5% | 1.54 | 147 | 0.46 |
|   17 | 牛熊自适应 | 4h | spot | +493.5% | +22.5% | **0.80** | -34.1% | 36.5% | 1.53 | 208 | 0.66 |
|   18 | ATR波动率突破 | 1h | spot | +939.3% | +30.4% | **0.78** | -71.6% | 26.8% | 1.15 | 682 | 0.42 |
|   19 | ATR波动率突破 | 2h | um | +404.5% | +27.1% | **0.76** | -51.2% | 29.5% | 1.35 | 278 | 0.53 |
|   20 | 三均线排列 | 8h | spot | +55.6% | +5.2% | **0.74** | -10.0% | 37.4% | 1.81 | 107 | 0.52 |
|   21 | 牛熊自适应 | 4h | um | +234.1% | +19.7% | **0.74** | -33.4% | 38.9% | 1.48 | 167 | 0.59 |
|   22 | 超级趋势 | 1d | spot | +112.8% | +9.4% | **0.73** | -19.8% | 40.5% | 2.01 | 37 | 0.47 |
|   23 | EMA双均线多空 | 6h | um | +359.7% | +25.7% | **0.72** | -65.2% | 40.8% | 1.41 | 191 | 0.39 |
|   24 | EMA双均线多空 | 1d | um | +275.4% | +23.1% | **0.70** | -48.5% | 46.7% | 1.41 | 45 | 0.48 |
|   25 | ATR波动率突破 | 8h | spot | +512.0% | +23.1% | **0.69** | -69.6% | 26.0% | 1.38 | 73 | 0.33 |
|   26 | ATR波动率突破 | 8h | um | +278.4% | +22.2% | **0.68** | -62.2% | 26.3% | 1.39 | 57 | 0.36 |
|   27 | 牛熊自适应 | 6h | spot | +317.6% | +17.8% | **0.67** | -43.3% | 35.2% | 1.37 | 122 | 0.41 |
|   28 | EMA双均线多空 | 1d | spot | +397.8% | +21.0% | **0.63** | -58.0% | 46.5% | 1.51 | 58 | 0.36 |
|   29 | 三均线排列 | 1d | spot | +35.2% | +3.6% | **0.62** | -9.9% | 43.3% | 2.28 | 30 | 0.37 |
|   30 | EMA双均线多空 | 8h | spot | +406.5% | +20.5% | **0.62** | -71.8% | 37.2% | 1.40 | 188 | 0.29 |
|   31 | MACD金叉死叉 | 8h | spot | +60.4% | +5.6% | **0.59** | -34.4% | 38.6% | 1.40 | 228 | 0.16 |
|   32 | 牛熊自适应 | 8h | um | +100.2% | +11.0% | **0.51** | -43.2% | 31.0% | 1.31 | 71 | 0.26 |
|   33 | MACD金叉死叉 | 1d | um | +26.1% | +3.7% | **0.49** | -12.9% | 42.3% | 1.53 | 52 | 0.29 |
|   34 | 牛熊自适应 | 6h | um | +96.4% | +10.7% | **0.48** | -48.8% | 34.0% | 1.26 | 97 | 0.22 |
|   35 | 三均线排列 | 6h | um | +23.3% | +3.2% | **0.46** | -13.7% | 34.7% | 1.38 | 124 | 0.23 |
|   36 | EMA双均线多空 | 4h | spot | +128.3% | +9.9% | **0.44** | -73.3% | 36.3% | 1.09 | 383 | 0.13 |
|   37 | 三均线排列 | 8h | um | +17.0% | +2.4% | **0.41** | -10.0% | 38.8% | 1.41 | 85 | 0.24 |
|   38 | 三均线排列 | 4h | spot | +23.3% | +2.4% | **0.40** | -25.9% | 36.0% | 1.28 | 228 | 0.09 |
|   39 | ATR波动率突破 | 6h | um | +72.8% | +8.5% | **0.40** | -58.8% | 29.3% | 1.16 | 82 | 0.15 |
|   40 | 牛熊自适应 | 2h | spot | +88.0% | +7.4% | **0.39** | -66.9% | 33.3% | 1.17 | 375 | 0.11 |
|   41 | 牛熊自适应 | 8h | spot | +76.3% | +6.7% | **0.37** | -50.7% | 31.1% | 1.19 | 90 | 0.13 |
|   42 | MACD金叉死叉 | 4h | spot | +26.5% | +2.7% | **0.33** | -26.3% | 37.3% | 1.18 | 458 | 0.10 |
|   43 | 海龟交易 | 1d | um | +14.7% | +2.2% | **0.30** | -14.2% | 34.7% | 1.22 | 121 | 0.15 |
|   44 | 海龟交易 | 8h | spot | +18.6% | +2.0% | **0.28** | -14.1% | 34.1% | 1.16 | 443 | 0.14 |
|   45 | MACD金叉死叉 | 8h | um | +13.2% | +1.9% | **0.26** | -34.5% | 38.1% | 1.20 | 173 | 0.05 |
|   46 | 三均线排列 | 2h | spot | +14.0% | +1.5% | **0.26** | -26.5% | 33.5% | 1.21 | 412 | 0.06 |
|   47 | 布林收缩爆发 | 1h | spot | +12.9% | +1.4% | **0.25** | -15.3% | 34.0% | 1.27 | 271 | 0.09 |
|   48 | 布林收缩爆发 | 8h | spot | +8.8% | +1.0% | **0.24** | -12.4% | 36.8% | 1.43 | 38 | 0.08 |
|   49 | 海龟交易 | 1d | spot | +13.4% | +1.5% | **0.21** | -14.6% | 35.2% | 1.17 | 162 | 0.10 |
|   50 | ATR波动率突破 | 1h | um | -6.4% | -1.0% | **0.19** | -70.6% | 24.9% | 1.07 | 579 | -0.01 |
|   51 | 海龟交易 | 6h | spot | +9.8% | +1.1% | **0.17** | -19.1% | 35.2% | 1.13 | 580 | 0.06 |
|   52 | MACD金叉死叉 | 2h | spot | +7.8% | +0.9% | **0.13** | -19.2% | 36.6% | 1.12 | 875 | 0.04 |
|   53 | MACD金叉死叉 | 6h | spot | +6.0% | +0.7% | **0.12** | -28.8% | 37.0% | 1.08 | 316 | 0.02 |
|   54 | 超级趋势 | 8h | um | -1.5% | -0.2% | **0.03** | -23.6% | 39.0% | 1.01 | 77 | -0.01 |
|   55 | 布林收缩爆发 | 1d | spot | +0.3% | +0.0% | **0.03** | -13.6% | 44.4% | 1.04 | 18 | 0.00 |
|   56 | MACD金叉死叉 | 4h | um | -1.8% | -0.3% | **0.01** | -27.1% | 37.2% | 1.05 | 357 | -0.01 |
|   57 | MACD金叉死叉 | 2h | um | -3.2% | -0.5% | **-0.01** | -18.9% | 35.2% | 1.08 | 679 | -0.03 |
|   58 | 海龟交易 | 8h | um | -2.9% | -0.4% | **-0.03** | -11.2% | 34.0% | 1.05 | 326 | -0.04 |
|   59 | EMA双均线多空 | 4h | um | -68.3% | -15.7% | **-0.03** | -84.4% | 35.7% | 0.95 | 311 | -0.19 |
|   60 | 布林收缩爆发 | 8h | um | -1.9% | -0.3% | **-0.04** | -15.6% | 28.6% | 0.95 | 35 | -0.02 |
|   61 | 布林收缩爆发 | 1d | um | -3.1% | -0.5% | **-0.09** | -16.1% | 38.5% | 0.78 | 13 | -0.03 |
|   62 | 布林收缩爆发 | 1h | um | -4.8% | -0.7% | **-0.10** | -16.2% | 33.0% | 1.01 | 206 | -0.04 |
|   63 | 海龟交易 | 6h | um | -7.5% | -1.2% | **-0.13** | -16.8% | 32.3% | 1.02 | 437 | -0.07 |
|   64 | 布林收缩爆发 | 6h | spot | -6.0% | -0.7% | **-0.13** | -18.1% | 33.3% | 0.89 | 63 | -0.04 |
|   65 | 布林收缩爆发 | 4h | spot | -7.1% | -0.8% | **-0.17** | -19.6% | 27.3% | 0.87 | 77 | -0.04 |
|   66 | MACD金叉死叉 | 6h | um | -10.8% | -1.7% | **-0.18** | -28.5% | 33.6% | 0.95 | 235 | -0.06 |
|   67 | 布林收缩爆发 | 2h | spot | -7.0% | -0.8% | **-0.18** | -19.0% | 31.4% | 0.91 | 118 | -0.04 |
|   68 | 牛熊自适应 | 2h | um | -44.2% | -8.3% | **-0.25** | -65.8% | 31.8% | 0.89 | 280 | -0.13 |
|   69 | 布林收缩爆发 | 2h | um | -5.9% | -0.9% | **-0.26** | -18.5% | 36.8% | 0.85 | 87 | -0.05 |
|   70 | 超级趋势 | 6h | um | -23.0% | -3.8% | **-0.32** | -34.5% | 33.0% | 0.75 | 109 | -0.11 |
|   71 | 海龟交易 | 4h | spot | -23.5% | -3.0% | **-0.33** | -37.6% | 33.9% | 0.98 | 836 | -0.08 |
|   72 | RSI均值回归 | 1d | um | -58.7% | -13.0% | **-0.34** | -75.9% | 27.3% | 0.65 | 33 | -0.17 |
|   73 | 布林收缩爆发 | 4h | um | -9.5% | -1.5% | **-0.35** | -15.4% | 30.0% | 0.73 | 60 | -0.10 |
|   74 | 超级趋势 | 2h | spot | -36.8% | -5.1% | **-0.39** | -48.0% | 31.9% | 0.86 | 401 | -0.11 |
|   75 | 超级趋势 | 4h | um | -26.5% | -4.5% | **-0.40** | -35.8% | 32.7% | 0.77 | 165 | -0.13 |
|   76 | 海龟交易 | 4h | um | -20.2% | -3.3% | **-0.44** | -26.2% | 33.3% | 0.96 | 628 | -0.13 |
|   77 | 三均线排列 | 2h | um | -14.7% | -2.3% | **-0.44** | -27.9% | 32.0% | 0.91 | 322 | -0.08 |
|   78 | EMA双均线多空 | 2h | spot | -99.3% | -43.2% | **-0.48** | -99.4% | 32.9% | 0.67 | 712 | -0.44 |
|   79 | 超级趋势 | 2h | um | -31.2% | -5.4% | **-0.49** | -47.4% | 32.3% | 0.83 | 310 | -0.11 |
|   80 | 超级趋势 | 1d | um | -29.2% | -5.3% | **-0.50** | -41.6% | 24.1% | 0.53 | 29 | -0.13 |
|   81 | 三均线排列 | 1h | spot | -26.6% | -3.4% | **-0.51** | -37.2% | 31.4% | 0.97 | 900 | -0.09 |
|   82 | RSI均值回归 | 6h | spot | -85.8% | -20.0% | **-0.52** | -89.8% | 38.1% | 0.77 | 194 | -0.22 |
|   83 | 三均线排列 | 4h | um | -18.2% | -3.0% | **-0.53** | -28.7% | 32.2% | 0.78 | 180 | -0.10 |
|   84 | RSI均值回归 | 8h | spot | -87.5% | -21.3% | **-0.56** | -92.8% | 33.8% | 0.68 | 136 | -0.23 |
|   85 | 牛熊自适应 | 1h | spot | -81.4% | -17.4% | **-0.57** | -92.0% | 27.3% | 0.98 | 748 | -0.19 |
|   86 | RSI均值回归 | 1d | spot | -82.0% | -18.4% | **-0.58** | -84.9% | 21.3% | 0.41 | 47 | -0.22 |
|   87 | 超级趋势 | 1h | spot | -50.6% | -7.7% | **-0.62** | -60.6% | 33.8% | 0.87 | 782 | -0.13 |
|   88 | 布林收缩爆发 | 6h | um | -14.5% | -2.3% | **-0.65** | -16.3% | 31.7% | 0.39 | 41 | -0.14 |
|   89 | 三均线排列 | 1h | um | -22.9% | -3.8% | **-0.68** | -32.5% | 32.5% | 0.94 | 698 | -0.12 |
|   90 | RSI均值回归 | 4h | um | -82.1% | -22.6% | **-0.68** | -86.9% | 36.2% | 0.69 | 207 | -0.26 |
|   91 | MACD金叉死叉 | 1h | spot | -49.2% | -7.4% | **-0.69** | -58.3% | 33.1% | 0.97 | 1916 | -0.13 |
|   92 | RSI均值回归 | 8h | um | -85.8% | -25.4% | **-0.73** | -86.3% | 35.0% | 0.40 | 100 | -0.29 |
|   93 | EMA双均线多空 | 1h | spot | -99.4% | -44.0% | **-0.73** | -99.7% | 31.4% | 0.97 | 1449 | -0.44 |
|   94 | EMA双均线多空 | 2h | um | -99.4% | -52.7% | **-0.78** | -99.6% | 32.8% | 0.73 | 577 | -0.53 |
|   95 | MACD金叉死叉 | 1h | um | -42.0% | -7.8% | **-0.80** | -47.8% | 32.2% | 0.95 | 1442 | -0.16 |
|   96 | RSI均值回归 | 4h | spot | -94.2% | -27.8% | **-0.82** | -95.9% | 35.0% | 0.66 | 286 | -0.29 |
|   97 | RSI均值回归 | 6h | um | -85.6% | -25.2% | **-0.83** | -87.7% | 35.8% | 0.58 | 137 | -0.29 |
|   98 | 超级趋势 | 1h | um | -50.5% | -9.9% | **-0.92** | -61.5% | 33.2% | 0.78 | 617 | -0.16 |
|   99 | RSI均值回归 | 2h | um | -90.4% | -29.4% | **-0.98** | -91.7% | 39.0% | 0.67 | 362 | -0.32 |
|   100 | 牛熊自适应 | 1h | um | -87.6% | -26.6% | **-1.25** | -91.5% | 27.5% | 0.77 | 552 | -0.29 |
|   101 | EMA双均线多空 | 1h | um | -99.4% | -52.7% | **-1.33** | -99.5% | 32.2% | 0.88 | 1110 | -0.53 |
|   102 | RSI均值回归 | 2h | spot | -98.5% | -38.0% | **-1.34** | -98.8% | 36.0% | 0.52 | 481 | -0.38 |
|   103 | RSI均值回归 | 1h | um | -96.4% | -38.8% | **-1.60** | -96.5% | 43.1% | 0.63 | 684 | -0.40 |
|   104 | 海龟交易 | 2h | um | -55.8% | -11.4% | **-1.63** | -57.8% | 30.6% | 0.79 | 1194 | -0.20 |
|   105 | RSI均值回归 | 1h | spot | -99.2% | -42.1% | **-1.65** | -99.2% | 39.5% | 0.64 | 832 | -0.42 |
|   106 | 海龟交易 | 2h | spot | -71.8% | -13.4% | **-1.71** | -72.0% | 29.9% | 0.74 | 1624 | -0.19 |
|   107 | 海龟交易 | 1h | um | -73.8% | -18.0% | **-2.99** | -74.4% | 27.8% | 0.76 | 2096 | -0.24 |
|   108 | 海龟交易 | 1h | spot | -87.7% | -21.2% | **-3.18** | -87.8% | 27.6% | 0.68 | 2854 | -0.24 |

> 🏆 **BTCUSDT 最优**：牛熊自适应 1d um，夏普 **1.25**，总收益 **+640.3%**

### ETHUSDT

| 排名 | 策略 | TF | 类型 | 总收益% | 年化% | 夏普 | 回撤% | 胜率% | 盈亏比 | 交易数 | 卡尔玛 |
|------|------|----|------|---------|-------|------|-------|-------|--------|--------|--------|
| 🥇 | EMA双均线多空 | 1d | um | -125.4% | +0.0% | **1.63** | -156.4% | 0.0% | 0.00 | 1 | 0.00 |
| 🥈 | 牛熊自适应 | 4h | spot | +4239.5% | +53.7% | **1.24** | -37.3% | 40.5% | 1.75 | 205 | 1.44 |
| 🥉 | ATR波动率突破 | 6h | um | +2156.2% | +62.1% | **1.09** | -47.7% | 34.2% | 1.88 | 76 | 1.30 |
|   4 | ATR波动率突破 | 6h | spot | +4659.2% | +55.6% | **1.02** | -47.6% | 36.2% | 2.08 | 94 | 1.17 |
|   5 | ATR波动率突破 | 8h | spot | +3982.1% | +53.2% | **1.00** | -66.7% | 40.9% | 2.48 | 66 | 0.80 |
|   6 | 布林收缩爆发 | 4h | spot | +92.5% | +7.8% | **0.99** | -9.1% | 42.9% | 2.39 | 84 | 0.85 |
|   7 | 牛熊自适应 | 4h | um | +546.1% | +33.3% | **0.96** | -37.2% | 39.9% | 1.54 | 153 | 0.90 |
|   8 | 三均线排列 | 8h | spot | +108.0% | +8.8% | **0.92** | -23.0% | 34.9% | 1.89 | 109 | 0.38 |
|   9 | ATR波动率突破 | 1h | spot | +2464.8% | +44.5% | **0.89** | -66.5% | 28.6% | 1.18 | 661 | 0.67 |
|   10 | ATR波动率突破 | 1d | um | +632.5% | +38.3% | **0.87** | -70.8% | 71.4% | 3.38 | 14 | 0.54 |
|   11 | 超级趋势 | 4h | spot | +198.1% | +13.3% | **0.86** | -21.5% | 35.5% | 1.50 | 214 | 0.62 |
|   12 | ATR波动率突破 | 2h | spot | +1744.5% | +39.2% | **0.85** | -59.9% | 31.9% | 1.30 | 339 | 0.66 |
|   13 | ATR波动率突破 | 4h | spot | +1662.7% | +38.7% | **0.84** | -60.8% | 30.5% | 1.37 | 154 | 0.64 |
|   14 | ATR波动率突破 | 8h | um | +922.3% | +43.6% | **0.84** | -66.8% | 40.5% | 2.40 | 42 | 0.65 |
|   15 | ATR波动率突破 | 1h | um | +726.5% | +38.1% | **0.83** | -58.7% | 28.6% | 1.21 | 510 | 0.65 |
|   16 | MACD金叉死叉 | 6h | spot | +108.3% | +8.8% | **0.81** | -15.3% | 38.0% | 1.43 | 305 | 0.57 |
|   17 | 三均线排列 | 6h | um | +62.5% | +7.8% | **0.80** | -17.9% | 34.1% | 1.71 | 123 | 0.44 |
|   18 | 三均线排列 | 8h | um | +59.6% | +7.5% | **0.80** | -23.8% | 37.4% | 1.73 | 83 | 0.32 |
|   19 | 牛熊自适应 | 6h | spot | +748.9% | +27.8% | **0.80** | -73.0% | 34.1% | 1.27 | 132 | 0.38 |
|   20 | MACD金叉死叉 | 8h | spot | +118.4% | +9.4% | **0.76** | -17.9% | 37.5% | 1.48 | 224 | 0.53 |
|   21 | MACD金叉死叉 | 1d | spot | +110.9% | +9.3% | **0.76** | -23.5% | 42.1% | 1.73 | 76 | 0.39 |
|   22 | 牛熊自适应 | 1d | um | +204.3% | +19.9% | **0.76** | -57.8% | 47.6% | 1.62 | 21 | 0.34 |
|   23 | 三均线排列 | 6h | spot | +81.9% | +7.1% | **0.72** | -18.5% | 35.1% | 1.67 | 154 | 0.38 |
|   24 | ATR波动率突破 | 2h | um | +353.2% | +26.1% | **0.68** | -62.1% | 31.8% | 1.31 | 264 | 0.42 |
|   25 | MACD金叉死叉 | 2h | spot | +104.8% | +8.5% | **0.67** | -26.8% | 37.3% | 1.26 | 869 | 0.32 |
|   26 | 三均线排列 | 4h | spot | +64.3% | +5.8% | **0.65** | -21.0% | 34.6% | 1.45 | 237 | 0.28 |
|   27 | 牛熊自适应 | 1d | spot | +222.5% | +14.9% | **0.64** | -57.7% | 48.0% | 1.61 | 25 | 0.26 |
|   28 | ATR波动率突破 | 4h | um | +224.3% | +19.9% | **0.60** | -60.2% | 25.8% | 1.28 | 124 | 0.33 |
|   29 | 三均线排列 | 1d | um | +28.6% | +4.2% | **0.55** | -15.2% | 37.0% | 1.65 | 27 | 0.28 |
|   30 | MACD金叉死叉 | 8h | um | +48.8% | +6.4% | **0.51** | -19.0% | 33.1% | 1.36 | 172 | 0.34 |
|   31 | EMA双均线多空 | 1d | spot | +168.1% | +12.4% | **0.50** | -68.2% | 52.7% | 1.33 | 55 | 0.18 |
|   32 | 牛熊自适应 | 8h | spot | +146.8% | +10.9% | **0.47** | -57.4% | 31.6% | 1.26 | 98 | 0.19 |
|   33 | 海龟交易 | 1d | um | +28.9% | +4.2% | **0.46** | -14.3% | 37.7% | 1.32 | 114 | 0.30 |
|   34 | 海龟交易 | 1d | spot | +46.2% | +4.6% | **0.45** | -14.3% | 39.1% | 1.31 | 156 | 0.32 |
|   35 | MACD金叉死叉 | 4h | spot | +53.3% | +5.0% | **0.44** | -33.8% | 37.6% | 1.18 | 465 | 0.15 |
|   36 | MACD金叉死叉 | 1d | um | +31.9% | +4.6% | **0.43** | -23.6% | 37.9% | 1.39 | 58 | 0.20 |
|   37 | 布林收缩爆发 | 2h | um | +14.9% | +2.1% | **0.41** | -8.8% | 45.4% | 1.51 | 86 | 0.25 |
|   38 | 三均线排列 | 4h | um | +24.9% | +3.5% | **0.41** | -21.9% | 32.4% | 1.29 | 182 | 0.16 |
|   39 | ATR波动率突破 | 1d | spot | +69.7% | +6.5% | **0.41** | -93.3% | 38.5% | 1.07 | 26 | 0.07 |
|   40 | 布林收缩爆发 | 2h | spot | +20.9% | +2.2% | **0.38** | -13.4% | 42.3% | 1.42 | 137 | 0.16 |
|   41 | 布林收缩爆发 | 4h | um | +13.6% | +2.0% | **0.38** | -10.3% | 38.9% | 1.61 | 54 | 0.19 |
|   42 | 三均线排列 | 1d | spot | +21.8% | +2.4% | **0.37** | -15.1% | 38.7% | 1.48 | 31 | 0.16 |
|   43 | 布林收缩爆发 | 1d | spot | +21.0% | +2.3% | **0.36** | -11.1% | 41.2% | 1.89 | 17 | 0.21 |
|   44 | MACD金叉死叉 | 6h | um | +22.2% | +3.1% | **0.35** | -18.2% | 35.5% | 1.20 | 228 | 0.17 |
|   45 | 布林收缩爆发 | 8h | spot | +20.6% | +2.2% | **0.34** | -14.4% | 28.6% | 1.41 | 49 | 0.15 |
|   46 | 海龟交易 | 8h | spot | +27.2% | +2.8% | **0.32** | -16.6% | 40.6% | 1.17 | 453 | 0.17 |
|   47 | 牛熊自适应 | 8h | um | +37.3% | +5.1% | **0.31** | -57.6% | 30.1% | 1.16 | 73 | 0.09 |
|   48 | EMA双均线多空 | 4h | spot | -55.0% | -8.7% | **0.29** | -90.1% | 38.1% | 0.99 | 388 | -0.10 |
|   49 | EMA双均线多空 | 4h | um | -54.9% | -11.5% | **0.25** | -93.9% | 35.7% | 1.01 | 297 | -0.12 |
|   50 | 海龟交易 | 6h | spot | +17.0% | +1.8% | **0.23** | -28.6% | 37.4% | 1.13 | 597 | 0.06 |
|   51 | 布林收缩爆发 | 6h | spot | +9.4% | +1.0% | **0.21** | -18.4% | 36.8% | 1.26 | 57 | 0.06 |
|   52 | 海龟交易 | 8h | um | +8.9% | +1.3% | **0.19** | -15.7% | 39.3% | 1.12 | 328 | 0.09 |
|   53 | EMA双均线多空 | 6h | um | -12.5% | -2.0% | **0.19** | -102.9% | 39.0% | 1.02 | 177 | -0.02 |
|   54 | MACD金叉死叉 | 2h | um | +10.2% | +1.5% | **0.18** | -29.4% | 35.3% | 1.11 | 641 | 0.05 |
|   55 | 牛熊自适应 | 6h | um | +3.3% | +0.5% | **0.17** | -73.4% | 32.3% | 1.05 | 93 | 0.01 |
|   56 | MACD金叉死叉 | 4h | um | +6.3% | +0.9% | **0.14** | -31.1% | 37.2% | 1.08 | 344 | 0.03 |
|   57 | 布林收缩爆发 | 8h | um | +3.1% | +0.5% | **0.11** | -11.6% | 31.6% | 1.12 | 38 | 0.04 |
|   58 | 超级趋势 | 6h | spot | +4.3% | +0.5% | **0.10** | -42.7% | 44.2% | 1.05 | 129 | 0.01 |
|   59 | 牛熊自适应 | 2h | spot | -22.2% | -2.8% | **0.10** | -80.0% | 29.8% | 1.04 | 400 | -0.04 |
|   60 | 超级趋势 | 8h | spot | +2.7% | +0.3% | **0.09** | -36.2% | 39.3% | 1.04 | 89 | 0.01 |
|   61 | 超级趋势 | 1d | spot | -2.5% | -0.3% | **0.03** | -31.5% | 42.4% | 0.99 | 33 | -0.01 |
|   62 | 海龟交易 | 6h | um | -1.5% | -0.2% | **0.02** | -25.4% | 35.9% | 1.06 | 435 | -0.01 |
|   63 | 超级趋势 | 6h | um | -6.4% | -1.0% | **-0.01** | -42.1% | 47.4% | 0.95 | 95 | -0.02 |
|   64 | 超级趋势 | 2h | spot | -14.3% | -1.7% | **-0.05** | -48.1% | 34.1% | 0.99 | 407 | -0.04 |
|   65 | 超级趋势 | 8h | um | -10.1% | -1.6% | **-0.06** | -37.8% | 36.6% | 0.90 | 71 | -0.04 |
|   66 | 布林收缩爆发 | 1h | um | -4.6% | -0.7% | **-0.08** | -13.1% | 35.3% | 1.01 | 207 | -0.05 |
|   67 | 超级趋势 | 1d | um | -10.5% | -1.8% | **-0.10** | -28.4% | 37.5% | 0.83 | 24 | -0.06 |
|   68 | 海龟交易 | 4h | spot | -13.0% | -1.6% | **-0.11** | -29.1% | 35.7% | 1.03 | 894 | -0.05 |
|   69 | 牛熊自适应 | 1h | spot | -59.2% | -9.7% | **-0.13** | -88.3% | 30.7% | 1.04 | 758 | -0.11 |
|   70 | MACD金叉死叉 | 1h | spot | -22.8% | -2.9% | **-0.16** | -51.5% | 35.6% | 1.05 | 1858 | -0.06 |
|   71 | EMA双均线多空 | 2h | um | -89.9% | -29.6% | **-0.18** | -97.1% | 34.7% | 0.98 | 603 | -0.30 |
|   72 | 海龟交易 | 4h | um | -15.2% | -2.5% | **-0.23** | -28.0% | 35.3% | 1.00 | 648 | -0.09 |
|   73 | 超级趋势 | 4h | um | -26.1% | -4.6% | **-0.29** | -39.7% | 37.1% | 0.80 | 159 | -0.11 |
|   74 | 三均线排列 | 1h | spot | -23.9% | -3.0% | **-0.32** | -41.6% | 30.4% | 1.00 | 923 | -0.07 |
|   75 | 牛熊自适应 | 2h | um | -61.2% | -13.5% | **-0.32** | -81.1% | 29.4% | 0.93 | 303 | -0.17 |
|   76 | 三均线排列 | 2h | spot | -23.7% | -3.0% | **-0.39** | -37.5% | 28.4% | 0.91 | 419 | -0.08 |
|   77 | RSI均值回归 | 1d | spot | -87.3% | -21.7% | **-0.42** | -91.4% | 29.6% | 0.49 | 44 | -0.24 |
|   78 | 牛熊自适应 | 1h | um | -71.3% | -17.4% | **-0.43** | -88.8% | 29.3% | 0.99 | 546 | -0.20 |
|   79 | 布林收缩爆发 | 1h | spot | -20.7% | -2.6% | **-0.44** | -25.8% | 31.5% | 0.84 | 340 | -0.10 |
|   80 | 超级趋势 | 1h | spot | -49.1% | -7.4% | **-0.45** | -57.7% | 32.7% | 0.89 | 811 | -0.13 |
|   81 | 超级趋势 | 2h | um | -36.8% | -6.8% | **-0.45** | -49.3% | 31.8% | 0.81 | 308 | -0.14 |
|   82 | 布林收缩爆发 | 1d | um | -11.1% | -1.9% | **-0.46** | -18.0% | 25.0% | 0.16 | 8 | -0.11 |
|   83 | RSI均值回归 | 6h | um | -81.5% | -23.0% | **-0.54** | -84.7% | 37.8% | 0.57 | 127 | -0.27 |
|   84 | RSI均值回归 | 8h | um | -86.6% | -26.9% | **-0.55** | -90.6% | 37.8% | 0.55 | 98 | -0.30 |
|   85 | EMA双均线多空 | 2h | spot | -99.8% | -52.1% | **-0.60** | -99.9% | 33.0% | 0.57 | 795 | -0.52 |
|   86 | MACD金叉死叉 | 1h | um | -41.6% | -7.9% | **-0.61** | -54.4% | 35.3% | 0.96 | 1398 | -0.15 |
|   87 | 三均线排列 | 1h | um | -27.8% | -4.8% | **-0.61** | -34.0% | 28.2% | 0.91 | 694 | -0.14 |
|   88 | RSI均值回归 | 1d | um | -85.8% | -27.2% | **-0.67** | -87.7% | 23.3% | 0.16 | 30 | -0.31 |
|   89 | 布林收缩爆发 | 6h | um | -20.6% | -3.5% | **-0.70** | -23.0% | 28.6% | 0.44 | 49 | -0.15 |
|   90 | RSI均值回归 | 8h | spot | -95.6% | -30.1% | **-0.70** | -96.2% | 33.8% | 0.62 | 151 | -0.31 |
|   91 | 三均线排列 | 2h | um | -29.1% | -5.1% | **-0.77** | -37.4% | 26.5% | 0.77 | 313 | -0.14 |
|   92 | RSI均值回归 | 4h | um | -89.3% | -29.2% | **-0.78** | -92.7% | 36.9% | 0.54 | 187 | -0.31 |
|   93 | 超级趋势 | 1h | um | -53.9% | -11.2% | **-0.81** | -61.1% | 31.7% | 0.77 | 608 | -0.18 |
|   94 | RSI均值回归 | 6h | spot | -98.0% | -36.3% | **-0.86** | -99.0% | 32.7% | 0.65 | 199 | -0.37 |
|   95 | RSI均值回归 | 4h | spot | -98.8% | -39.9% | **-1.01** | -99.4% | 35.9% | 0.60 | 284 | -0.40 |
|   96 | RSI均值回归 | 2h | um | -95.8% | -38.6% | **-1.07** | -97.3% | 40.3% | 0.54 | 352 | -0.40 |
|   97 | EMA双均线多空 | 6h | spot | -114.3% | +0.0% | **-1.11** | -110.5% | 20.0% | 0.22 | 10 | 0.00 |
|   98 | 海龟交易 | 2h | um | -50.7% | -10.3% | **-1.14** | -54.7% | 31.0% | 0.87 | 1233 | -0.19 |
|   99 | EMA双均线多空 | 1h | spot | -100.0% | -62.7% | **-1.16** | -100.0% | 34.6% | 0.48 | 1243 | -0.63 |
|   100 | 海龟交易 | 2h | spot | -64.1% | -11.0% | **-1.18** | -64.8% | 31.2% | 0.85 | 1687 | -0.17 |
|   101 | EMA双均线多空 | 1h | um | -99.9% | -63.8% | **-1.23** | -99.9% | 33.6% | 0.80 | 1173 | -0.64 |
|   102 | RSI均值回归 | 2h | spot | -99.7% | -47.8% | **-1.33** | -99.8% | 38.7% | 0.62 | 499 | -0.48 |
|   103 | EMA双均线多空 | 8h | um | -103.9% | +0.0% | **-1.35** | -109.3% | 22.7% | 0.16 | 22 | 0.00 |
|   104 | RSI均值回归 | 1h | um | -98.9% | -49.8% | **-1.57** | -99.0% | 40.0% | 0.68 | 638 | -0.50 |
|   105 | RSI均值回归 | 1h | spot | -99.9% | -54.4% | **-1.81** | -99.9% | 38.8% | 0.62 | 878 | -0.54 |
|   106 | 海龟交易 | 1h | um | -82.3% | -23.3% | **-3.14** | -83.6% | 27.9% | 0.74 | 2279 | -0.28 |
|   107 | 海龟交易 | 1h | spot | -92.8% | -25.8% | **-3.18** | -92.9% | 28.3% | 0.68 | 3147 | -0.28 |
|   108 | EMA双均线多空 | 8h | spot | -131.4% | +0.0% | **-3.80** | -125.5% | 20.0% | 0.01 | 5 | 0.00 |

> 🏆 **ETHUSDT 最优**：EMA双均线多空 1d um，夏普 **1.63**，总收益 **-125.4%**

### BNBUSDT

| 排名 | 策略 | TF | 类型 | 总收益% | 年化% | 夏普 | 回撤% | 胜率% | 盈亏比 | 交易数 | 卡尔玛 |
|------|------|----|------|---------|-------|------|-------|-------|--------|--------|--------|
| 🥇 | 牛熊自适应 | 6h | um | +2076.9% | +63.7% | **1.44** | -35.6% | 39.4% | 2.15 | 94 | 1.79 |
| 🥈 | 牛熊自适应 | 6h | spot | +3592.9% | +52.8% | **1.21** | -44.5% | 37.5% | 1.99 | 128 | 1.19 |
| 🥉 | 牛熊自适应 | 1d | um | +1363.3% | +57.1% | **1.13** | -45.3% | 38.1% | 2.19 | 21 | 1.26 |
|   4 | 牛熊自适应 | 8h | um | +761.7% | +41.4% | **1.10** | -27.7% | 33.9% | 1.78 | 65 | 1.50 |
|   5 | ATR波动率突破 | 6h | um | +2241.7% | +65.6% | **1.08** | -60.7% | 29.0% | 1.75 | 69 | 1.08 |
|   6 | 超级趋势 | 2h | spot | +512.2% | +23.5% | **0.94** | -37.0% | 40.2% | 1.55 | 393 | 0.64 |
|   7 | 牛熊自适应 | 1d | spot | +1466.4% | +39.9% | **0.93** | -47.1% | 38.5% | 2.12 | 26 | 0.85 |
|   8 | 牛熊自适应 | 4h | spot | +1375.2% | +37.0% | **0.92** | -44.6% | 37.4% | 1.55 | 190 | 0.83 |
|   9 | 超级趋势 | 2h | um | +239.3% | +21.3% | **0.88** | -17.6% | 37.5% | 1.53 | 293 | 1.21 |
|   10 | 三均线排列 | 8h | spot | +102.6% | +8.7% | **0.88** | -12.2% | 46.3% | 2.09 | 108 | 0.71 |
|   11 | ATR波动率突破 | 1d | um | +817.6% | +45.3% | **0.87** | -63.1% | 22.2% | 1.57 | 18 | 0.72 |
|   12 | ATR波动率突破 | 2h | spot | +2197.7% | +44.1% | **0.83** | -72.5% | 29.4% | 1.21 | 303 | 0.61 |
|   13 | 海龟交易 | 1d | um | +88.9% | +11.3% | **0.81** | -20.7% | 44.3% | 1.95 | 97 | 0.55 |
|   14 | 三均线排列 | 4h | spot | +84.1% | +7.4% | **0.77** | -16.3% | 37.6% | 1.69 | 194 | 0.45 |
|   15 | 三均线排列 | 6h | spot | +93.9% | +8.1% | **0.77** | -21.1% | 40.8% | 1.83 | 147 | 0.38 |
|   16 | 牛熊自适应 | 2h | spot | +836.1% | +29.8% | **0.76** | -68.2% | 34.8% | 1.25 | 382 | 0.44 |
|   17 | ATR波动率突破 | 8h | um | +523.2% | +34.2% | **0.75** | -65.6% | 28.6% | 1.35 | 56 | 0.52 |
|   18 | 三均线排列 | 1d | um | +27.0% | +4.1% | **0.74** | -5.9% | 60.0% | 4.12 | 20 | 0.69 |
|   19 | 三均线排列 | 8h | um | +43.9% | +6.0% | **0.73** | -8.5% | 42.3% | 1.87 | 78 | 0.71 |
|   20 | 牛熊自适应 | 4h | um | +272.6% | +23.3% | **0.73** | -40.1% | 34.7% | 1.43 | 144 | 0.58 |
|   21 | 超级趋势 | 4h | spot | +305.1% | +17.8% | **0.72** | -38.4% | 42.4% | 1.72 | 210 | 0.46 |
|   22 | 超级趋势 | 6h | spot | +285.4% | +17.2% | **0.72** | -35.9% | 40.1% | 2.01 | 147 | 0.48 |
|   23 | 超级趋势 | 6h | um | +165.3% | +16.9% | **0.72** | -27.7% | 40.4% | 2.10 | 104 | 0.61 |
|   24 | MACD金叉死叉 | 4h | spot | +168.3% | +12.2% | **0.72** | -26.7% | 41.8% | 1.42 | 457 | 0.46 |
|   25 | MACD金叉死叉 | 1d | spot | +191.7% | +13.9% | **0.72** | -25.8% | 47.1% | 2.66 | 70 | 0.54 |
|   26 | 海龟交易 | 1d | spot | +107.3% | +9.3% | **0.71** | -16.2% | 42.9% | 1.82 | 147 | 0.57 |
|   27 | 牛熊自适应 | 8h | spot | +409.1% | +21.2% | **0.70** | -45.8% | 31.6% | 1.54 | 95 | 0.46 |
|   28 | 超级趋势 | 8h | um | +145.8% | +15.6% | **0.69** | -31.8% | 40.5% | 2.06 | 74 | 0.49 |
|   29 | ATR波动率突破 | 1d | spot | +638.7% | +27.6% | **0.68** | -71.8% | 24.0% | 1.40 | 25 | 0.38 |
|   30 | MACD金叉死叉 | 1d | um | +120.9% | +14.3% | **0.67** | -26.1% | 44.4% | 2.78 | 45 | 0.55 |
|   31 | 布林收缩爆发 | 4h | spot | +62.1% | +5.8% | **0.67** | -20.2% | 39.7% | 2.18 | 68 | 0.29 |
|   32 | ATR波动率突破 | 2h | um | +360.8% | +27.4% | **0.67** | -68.7% | 26.9% | 1.22 | 216 | 0.40 |
|   33 | ATR波动率突破 | 6h | spot | +676.2% | +27.2% | **0.67** | -87.8% | 26.2% | 1.34 | 107 | 0.31 |
|   34 | 海龟交易 | 6h | spot | +95.7% | +8.2% | **0.64** | -34.1% | 35.0% | 1.30 | 606 | 0.24 |
|   35 | ATR波动率突破 | 1h | spot | +411.0% | +20.9% | **0.59** | -87.4% | 24.8% | 1.09 | 614 | 0.24 |
|   36 | 三均线排列 | 1d | spot | +29.3% | +3.2% | **0.57** | -6.0% | 59.3% | 2.92 | 27 | 0.53 |
|   37 | 海龟交易 | 8h | um | +46.5% | +6.3% | **0.56** | -13.9% | 37.5% | 1.37 | 309 | 0.46 |
|   38 | MACD金叉死叉 | 2h | spot | +96.8% | +8.2% | **0.55** | -37.8% | 37.6% | 1.22 | 919 | 0.22 |
|   39 | 海龟交易 | 8h | spot | +71.2% | +6.5% | **0.54** | -21.0% | 38.1% | 1.36 | 428 | 0.31 |
|   40 | 布林收缩爆发 | 6h | spot | +51.4% | +5.0% | **0.54** | -22.1% | 38.6% | 1.80 | 70 | 0.23 |
|   41 | ATR波动率突破 | 4h | um | +152.0% | +15.8% | **0.52** | -73.9% | 26.3% | 1.21 | 118 | 0.21 |
|   42 | ATR波动率突破 | 8h | spot | +2051.9% | +43.6% | **0.51** | -105.7% | 32.4% | 1.53 | 74 | 0.41 |
|   43 | EMA双均线多空 | 6h | um | +111.6% | +12.7% | **0.51** | -78.7% | 37.2% | 1.11 | 188 | 0.16 |
|   44 | 三均线排列 | 6h | um | +26.4% | +3.8% | **0.50** | -10.3% | 40.8% | 1.48 | 98 | 0.37 |
|   45 | 超级趋势 | 1h | spot | +105.7% | +8.8% | **0.49** | -38.5% | 37.3% | 1.19 | 831 | 0.23 |
|   46 | 超级趋势 | 8h | spot | +117.6% | +9.6% | **0.49** | -40.4% | 36.0% | 1.66 | 111 | 0.24 |
|   47 | 布林收缩爆发 | 1h | spot | +29.1% | +3.0% | **0.42** | -17.0% | 33.1% | 1.36 | 356 | 0.18 |
|   48 | EMA双均线多空 | 2h | spot | +37.4% | +3.8% | **0.39** | -94.0% | 37.2% | 1.07 | 753 | 0.04 |
|   49 | EMA双均线多空 | 4h | um | +41.1% | +5.6% | **0.39** | -75.0% | 37.5% | 1.08 | 285 | 0.08 |
|   50 | MACD金叉死叉 | 8h | um | +31.0% | +4.4% | **0.38** | -14.0% | 40.6% | 1.30 | 165 | 0.32 |
|   51 | MACD金叉死叉 | 6h | spot | +43.0% | +4.3% | **0.37** | -18.3% | 38.5% | 1.26 | 288 | 0.23 |
|   52 | MACD金叉死叉 | 4h | um | +29.6% | +4.2% | **0.35** | -28.2% | 39.8% | 1.21 | 359 | 0.15 |
|   53 | 三均线排列 | 4h | um | +15.1% | +2.3% | **0.35** | -12.8% | 36.0% | 1.32 | 147 | 0.18 |
|   54 | 海龟交易 | 4h | spot | +31.6% | +3.3% | **0.34** | -32.3% | 33.6% | 1.18 | 858 | 0.10 |
|   55 | MACD金叉死叉 | 8h | spot | +38.9% | +4.0% | **0.34** | -24.2% | 41.6% | 1.25 | 221 | 0.16 |
|   56 | 三均线排列 | 2h | spot | +32.9% | +3.4% | **0.34** | -30.2% | 32.4% | 1.23 | 432 | 0.11 |
|   57 | 布林收缩爆发 | 2h | spot | +25.7% | +2.7% | **0.30** | -18.6% | 35.9% | 1.38 | 159 | 0.14 |
|   58 | 超级趋势 | 1h | um | +22.1% | +3.2% | **0.26** | -38.5% | 37.7% | 1.12 | 632 | 0.08 |
|   59 | MACD金叉死叉 | 6h | um | +18.3% | +2.7% | **0.26** | -14.3% | 35.8% | 1.20 | 221 | 0.19 |
|   60 | EMA双均线多空 | 4h | spot | -82.8% | -18.6% | **0.26** | -135.2% | 37.2% | 0.76 | 376 | -0.14 |
|   61 | 布林收缩爆发 | 1h | um | +9.1% | +1.4% | **0.22** | -17.9% | 29.7% | 1.22 | 276 | 0.08 |
|   62 | ATR波动率突破 | 1h | um | -59.7% | -13.4% | **0.06** | -87.8% | 23.7% | 0.97 | 481 | -0.15 |
|   63 | 布林收缩爆发 | 1d | spot | -0.1% | -0.0% | **0.03** | -12.6% | 45.5% | 1.02 | 22 | -0.00 |
|   64 | 牛熊自适应 | 1h | spot | -49.0% | -7.5% | **0.03** | -81.5% | 28.8% | 1.04 | 767 | -0.09 |
|   65 | MACD金叉死叉 | 2h | um | -6.0% | -1.0% | **-0.01** | -38.1% | 36.5% | 1.05 | 696 | -0.03 |
|   66 | 超级趋势 | 1d | spot | -7.2% | -0.9% | **-0.03** | -30.5% | 37.5% | 0.90 | 32 | -0.03 |
|   67 | 海龟交易 | 4h | um | -7.7% | -1.3% | **-0.07** | -29.0% | 32.1% | 1.05 | 614 | -0.04 |
|   68 | RSI均值回归 | 6h | spot | -80.3% | -17.4% | **-0.07** | -96.2% | 42.3% | 0.95 | 168 | -0.18 |
|   69 | 海龟交易 | 6h | um | -9.6% | -1.6% | **-0.11** | -32.3% | 32.1% | 1.01 | 436 | -0.05 |
|   70 | 超级趋势 | 1d | um | -11.1% | -2.0% | **-0.15** | -30.4% | 33.3% | 0.77 | 24 | -0.06 |
|   71 | 牛熊自适应 | 1h | um | -52.2% | -11.0% | **-0.17** | -81.9% | 29.8% | 1.02 | 558 | -0.13 |
|   72 | EMA双均线多空 | 8h | um | -114.3% | +0.0% | **-0.18** | -136.9% | 42.1% | 0.26 | 19 | 0.00 |
|   73 | 牛熊自适应 | 2h | um | -42.9% | -8.5% | **-0.19** | -72.0% | 34.4% | 0.84 | 270 | -0.12 |
|   74 | 三均线排列 | 1h | spot | -18.4% | -2.3% | **-0.22** | -39.8% | 31.1% | 1.03 | 957 | -0.06 |
|   75 | EMA双均线多空 | 2h | um | -83.4% | -24.7% | **-0.26** | -92.3% | 37.1% | 0.83 | 555 | -0.27 |
|   76 | 布林收缩爆发 | 8h | spot | -10.9% | -1.4% | **-0.29** | -18.4% | 27.5% | 0.66 | 40 | -0.07 |
|   77 | 布林收缩爆发 | 1d | um | -7.7% | -1.3% | **-0.29** | -11.0% | 33.3% | 0.45 | 12 | -0.12 |
|   78 | 布林收缩爆发 | 2h | um | -9.1% | -1.5% | **-0.30** | -21.8% | 32.2% | 0.85 | 121 | -0.07 |
|   79 | RSI均值回归 | 8h | spot | -83.8% | -19.3% | **-0.30** | -88.9% | 39.0% | 0.79 | 123 | -0.22 |
|   80 | 三均线排列 | 2h | um | -15.4% | -2.6% | **-0.31** | -31.8% | 30.2% | 0.92 | 318 | -0.08 |
|   81 | RSI均值回归 | 2h | um | -66.3% | -15.8% | **-0.31** | -73.2% | 45.8% | 0.84 | 297 | -0.22 |
|   82 | MACD金叉死叉 | 1h | spot | -42.7% | -6.3% | **-0.32** | -61.1% | 35.2% | 1.00 | 1843 | -0.10 |
|   83 | 布林收缩爆发 | 4h | um | -10.2% | -1.7% | **-0.37** | -16.4% | 31.1% | 0.59 | 45 | -0.10 |
|   84 | 布林收缩爆发 | 8h | um | -11.0% | -1.9% | **-0.39** | -14.6% | 26.5% | 0.57 | 34 | -0.13 |
|   85 | RSI均值回归 | 8h | um | -73.4% | -19.2% | **-0.46** | -82.2% | 34.1% | 0.67 | 85 | -0.23 |
|   86 | 三均线排列 | 1h | um | -24.1% | -4.2% | **-0.50** | -39.6% | 30.2% | 0.96 | 734 | -0.11 |
|   87 | RSI均值回归 | 1d | spot | -93.2% | -27.9% | **-0.57** | -94.1% | 36.7% | 0.35 | 49 | -0.30 |
|   88 | MACD金叉死叉 | 1h | um | -44.3% | -8.8% | **-0.64** | -54.7% | 33.3% | 0.94 | 1365 | -0.16 |
|   89 | 超级趋势 | 4h | um | -41.7% | -8.2% | **-0.65** | -47.6% | 35.3% | 0.59 | 153 | -0.17 |
|   90 | RSI均值回归 | 1d | um | -87.7% | -29.7% | **-0.66** | -89.4% | 36.1% | 0.19 | 36 | -0.33 |
|   91 | RSI均值回归 | 6h | um | -90.5% | -31.4% | **-0.70** | -93.5% | 38.7% | 0.52 | 111 | -0.34 |
|   92 | RSI均值回归 | 2h | spot | -96.5% | -32.5% | **-0.72** | -97.3% | 43.5% | 0.45 | 411 | -0.33 |
|   93 | RSI均值回归 | 4h | spot | -98.4% | -38.3% | **-0.77** | -98.4% | 37.5% | 0.66 | 232 | -0.39 |
|   94 | 布林收缩爆发 | 6h | um | -22.4% | -4.0% | **-0.81** | -27.2% | 25.9% | 0.39 | 54 | -0.15 |
|   95 | EMA双均线多空 | 1d | spot | -750.8% | +0.0% | **-0.83** | -980.2% | 31.2% | 0.06 | 16 | 0.00 |
|   96 | RSI均值回归 | 1h | um | -93.9% | -35.6% | **-0.85** | -94.2% | 42.6% | 0.68 | 556 | -0.38 |
|   97 | 海龟交易 | 2h | spot | -64.3% | -11.3% | **-1.08** | -67.5% | 31.0% | 0.86 | 1647 | -0.17 |
|   98 | RSI均值回归 | 4h | um | -97.8% | -45.5% | **-1.14** | -97.8% | 33.3% | 0.36 | 156 | -0.47 |
|   99 | RSI均值回归 | 1h | spot | -99.4% | -45.2% | **-1.19** | -99.5% | 41.5% | 0.47 | 763 | -0.45 |
|   100 | EMA双均线多空 | 1h | um | -161.6% | +0.0% | **-1.22** | -143.8% | 37.1% | 0.66 | 167 | 0.00 |
|   101 | 海龟交易 | 2h | um | -55.2% | -11.9% | **-1.26** | -58.6% | 31.1% | 0.82 | 1169 | -0.20 |
|   102 | EMA双均线多空 | 6h | spot | -278.8% | +0.0% | **-1.64** | -318.9% | 0.0% | 0.00 | 1 | 0.00 |
|   103 | EMA双均线多空 | 8h | spot | -106.2% | +0.0% | **-1.75** | -109.6% | 12.5% | 0.16 | 32 | 0.00 |
|   104 | 海龟交易 | 1h | um | -70.1% | -17.4% | **-1.88** | -73.2% | 27.4% | 0.86 | 2166 | -0.24 |
|   105 | EMA双均线多空 | 1d | um | -1211.1% | +0.0% | **-1.91** | -1449.8% | 25.0% | 0.02 | 4 | 0.00 |
|   106 | 海龟交易 | 1h | spot | -87.8% | -21.7% | **-2.14** | -88.2% | 28.9% | 0.77 | 3048 | -0.25 |
|   107 | EMA双均线多空 | 1h | spot | -128.2% | +0.0% | **-2.54** | -153.4% | 29.0% | 0.55 | 31 | 0.00 |
|   108 | ATR波动率突破 | 4h | spot | -112.5% | +0.0% | **-6.88** | -112.5% | 0.0% | 0.00 | 2 | 0.00 |

> 🏆 **BNBUSDT 最优**：牛熊自适应 6h um，夏普 **1.44**，总收益 **+2076.9%**

### SOLUSDT

| 排名 | 策略 | TF | 类型 | 总收益% | 年化% | 夏普 | 回撤% | 胜率% | 盈亏比 | 交易数 | 卡尔玛 |
|------|------|----|------|---------|-------|------|-------|-------|--------|--------|--------|
| 🥇 | 超级趋势 | 8h | um | +1161.8% | +57.0% | **1.51** | -35.0% | 45.9% | 3.00 | 61 | 1.63 |
| 🥈 | 超级趋势 | 8h | spot | +756.6% | +45.6% | **1.44** | -35.2% | 47.5% | 2.94 | 59 | 1.29 |
| 🥉 | 超级趋势 | 6h | um | +608.5% | +41.4% | **1.42** | -37.1% | 41.9% | 2.25 | 86 | 1.11 |
|   4 | ATR波动率突破 | 2h | um | +10658.9% | +126.5% | **1.41** | -61.9% | 36.5% | 1.40 | 200 | 2.04 |
|   5 | 超级趋势 | 6h | spot | +625.8% | +41.2% | **1.40** | -37.0% | 40.2% | 2.22 | 87 | 1.11 |
|   6 | ATR波动率突破 | 2h | spot | +10978.1% | +124.6% | **1.38** | -59.8% | 37.9% | 1.34 | 203 | 2.08 |
|   7 | ATR波动率突破 | 8h | um | +6002.2% | +107.8% | **1.30** | -78.0% | 34.1% | 1.36 | 41 | 1.38 |
|   8 | ATR波动率突破 | 4h | um | +6725.3% | +110.1% | **1.29** | -75.8% | 26.4% | 1.22 | 91 | 1.45 |
|   9 | ATR波动率突破 | 8h | spot | +5956.7% | +105.1% | **1.29** | -78.5% | 34.1% | 1.36 | 41 | 1.34 |
|   10 | MACD金叉死叉 | 8h | um | +210.6% | +22.3% | **1.23** | -15.3% | 47.7% | 1.86 | 153 | 1.46 |
|   11 | MACD金叉死叉 | 8h | spot | +206.9% | +21.7% | **1.19** | -15.5% | 47.8% | 1.81 | 157 | 1.40 |
|   12 | ATR波动率突破 | 6h | spot | +3897.4% | +90.0% | **1.19** | -84.4% | 22.0% | 1.22 | 59 | 1.07 |
|   13 | ATR波动率突破 | 6h | um | +3152.2% | +85.1% | **1.16** | -85.8% | 22.4% | 1.20 | 58 | 0.99 |
|   14 | ATR波动率突破 | 4h | spot | +3128.3% | +82.4% | **1.12** | -67.6% | 26.3% | 1.23 | 95 | 1.22 |
|   15 | ATR波动率突破 | 1h | um | +2227.4% | +73.0% | **1.06** | -71.2% | 32.4% | 1.21 | 373 | 1.03 |
|   16 | 布林收缩爆发 | 8h | spot | +89.5% | +11.8% | **0.98** | -11.7% | 38.6% | 2.53 | 44 | 1.02 |
|   17 | 超级趋势 | 4h | um | +178.5% | +19.7% | **0.94** | -29.4% | 40.1% | 1.59 | 132 | 0.67 |
|   18 | ATR波动率突破 | 1h | spot | +1157.2% | +54.3% | **0.93** | -66.7% | 31.8% | 1.19 | 384 | 0.81 |
|   19 | MACD金叉死叉 | 1d | spot | +110.8% | +14.7% | **0.89** | -20.5% | 48.9% | 2.18 | 47 | 0.72 |
|   20 | 牛熊自适应 | 1d | spot | +326.9% | +30.6% | **0.86** | -55.5% | 35.0% | 2.01 | 20 | 0.55 |
|   21 | 海龟交易 | 1d | spot | +85.0% | +12.0% | **0.84** | -19.6% | 47.6% | 1.60 | 105 | 0.61 |
|   22 | 超级趋势 | 1d | um | +138.7% | +17.7% | **0.81** | -28.2% | 47.4% | 2.75 | 19 | 0.63 |
|   23 | 超级趋势 | 1d | spot | +139.3% | +17.4% | **0.80** | -26.7% | 47.4% | 2.71 | 19 | 0.65 |
|   24 | 牛熊自适应 | 1d | um | +272.4% | +27.9% | **0.78** | -62.2% | 30.0% | 1.80 | 20 | 0.45 |
|   25 | RSI均值回归 | 1d | um | +407.3% | +35.5% | **0.77** | -73.3% | 61.3% | 1.36 | 31 | 0.48 |
|   26 | MACD金叉死叉 | 6h | um | +86.7% | +11.7% | **0.73** | -27.6% | 42.7% | 1.35 | 213 | 0.42 |
|   27 | MACD金叉死叉 | 6h | spot | +84.6% | +11.3% | **0.73** | -27.7% | 42.4% | 1.34 | 217 | 0.41 |
|   28 | 三均线排列 | 1h | spot | +51.4% | +7.4% | **0.68** | -13.4% | 38.9% | 1.30 | 584 | 0.55 |
|   29 | 牛熊自适应 | 6h | spot | +219.6% | +22.4% | **0.68** | -74.0% | 34.6% | 1.43 | 78 | 0.30 |
|   30 | 牛熊自适应 | 8h | spot | +194.2% | +20.8% | **0.65** | -56.2% | 36.7% | 1.41 | 60 | 0.37 |
|   31 | MACD金叉死叉 | 2h | um | +65.0% | +9.1% | **0.63** | -17.7% | 38.7% | 1.22 | 612 | 0.52 |
|   32 | MACD金叉死叉 | 4h | spot | +62.8% | +8.8% | **0.61** | -20.1% | 41.9% | 1.27 | 322 | 0.44 |
|   33 | 布林收缩爆发 | 8h | um | +36.5% | +5.7% | **0.60** | -9.8% | 41.0% | 1.91 | 39 | 0.58 |
|   34 | 三均线排列 | 1h | um | +40.1% | +6.1% | **0.60** | -13.1% | 38.2% | 1.26 | 578 | 0.46 |
|   35 | MACD金叉死叉 | 4h | um | +57.3% | +8.3% | **0.58** | -19.1% | 42.5% | 1.26 | 318 | 0.43 |
|   36 | 三均线排列 | 2h | spot | +34.4% | +5.2% | **0.54** | -15.0% | 38.9% | 1.29 | 270 | 0.35 |
|   37 | 三均线排列 | 4h | spot | +32.2% | +5.0% | **0.53** | -11.5% | 35.7% | 1.40 | 140 | 0.43 |
|   38 | MACD金叉死叉 | 2h | spot | +51.1% | +7.3% | **0.52** | -25.0% | 38.5% | 1.20 | 619 | 0.29 |
|   39 | 三均线排列 | 8h | spot | +28.2% | +4.5% | **0.49** | -18.0% | 35.4% | 1.47 | 65 | 0.25 |
|   40 | 三均线排列 | 2h | um | +28.1% | +4.4% | **0.47** | -15.1% | 39.5% | 1.25 | 271 | 0.29 |
|   41 | 三均线排列 | 8h | um | +24.5% | +4.0% | **0.45** | -16.9% | 34.9% | 1.44 | 63 | 0.23 |
|   42 | 三均线排列 | 4h | um | +23.1% | +3.7% | **0.41** | -13.5% | 34.3% | 1.30 | 140 | 0.28 |
|   43 | 牛熊自适应 | 4h | spot | +65.3% | +9.1% | **0.41** | -56.6% | 35.1% | 1.13 | 134 | 0.16 |
|   44 | 牛熊自适应 | 8h | um | +57.2% | +8.4% | **0.41** | -55.6% | 36.7% | 1.18 | 60 | 0.15 |
|   45 | 牛熊自适应 | 6h | um | +58.8% | +8.5% | **0.40** | -71.5% | 36.7% | 1.18 | 79 | 0.12 |
|   46 | 牛熊自适应 | 4h | um | +43.0% | +6.5% | **0.35** | -54.0% | 33.9% | 1.12 | 130 | 0.12 |
|   47 | 三均线排列 | 6h | spot | +19.2% | +3.1% | **0.34** | -11.8% | 38.4% | 1.32 | 86 | 0.26 |
|   48 | 三均线排列 | 6h | um | +18.7% | +3.1% | **0.34** | -11.0% | 36.4% | 1.31 | 88 | 0.28 |
|   49 | ATR波动率突破 | 1d | um | -25.9% | -5.5% | **0.32** | -81.8% | 21.4% | 0.87 | 14 | -0.07 |
|   50 | 超级趋势 | 1h | spot | +29.2% | +4.5% | **0.31** | -35.3% | 37.0% | 1.10 | 602 | 0.13 |
|   51 | 海龟交易 | 8h | spot | +17.2% | +2.8% | **0.27** | -25.6% | 39.8% | 1.13 | 334 | 0.11 |
|   52 | ATR波动率突破 | 1d | spot | -39.3% | -8.8% | **0.27** | -81.7% | 20.0% | 0.82 | 15 | -0.11 |
|   53 | EMA双均线多空 | 4h | spot | -85.8% | -28.6% | **0.14** | -92.9% | 35.3% | 0.84 | 249 | -0.31 |
|   54 | 海龟交易 | 8h | um | +5.2% | +0.9% | **0.13** | -27.4% | 39.1% | 1.07 | 327 | 0.03 |
|   55 | 布林收缩爆发 | 4h | spot | +3.2% | +0.6% | **0.11** | -12.9% | 35.5% | 1.13 | 62 | 0.04 |
|   56 | 海龟交易 | 1d | um | -1.0% | -0.2% | **0.07** | -44.0% | 44.9% | 1.01 | 98 | -0.00 |
|   57 | 布林收缩爆发 | 1h | um | +1.6% | +0.3% | **0.07** | -15.0% | 34.2% | 1.08 | 219 | 0.02 |
|   58 | EMA双均线多空 | 4h | um | -90.1% | -33.4% | **0.06** | -92.5% | 35.7% | 0.75 | 241 | -0.36 |
|   59 | 布林收缩爆发 | 1h | spot | -0.6% | -0.1% | **0.03** | -17.1% | 35.7% | 1.06 | 244 | -0.01 |
|   60 | MACD金叉死叉 | 1d | um | -5.7% | -1.1% | **0.02** | -39.3% | 42.5% | 0.94 | 47 | -0.03 |
|   61 | 布林收缩爆发 | 6h | spot | -5.5% | -1.0% | **-0.09** | -18.2% | 26.2% | 0.89 | 42 | -0.05 |
|   62 | 牛熊自适应 | 1h | um | -60.5% | -14.9% | **-0.15** | -78.2% | 32.5% | 0.99 | 510 | -0.19 |
|   63 | 布林收缩爆发 | 6h | um | -11.4% | -2.1% | **-0.17** | -22.0% | 27.7% | 0.78 | 47 | -0.10 |
|   64 | 三均线排列 | 1d | spot | -8.0% | -1.5% | **-0.17** | -18.3% | 33.3% | 0.72 | 18 | -0.08 |
|   65 | EMA双均线多空 | 8h | spot | -5728.9% | +0.0% | **-0.19** | -347.6% | 37.1% | 0.49 | 70 | 0.00 |
|   66 | 牛熊自适应 | 2h | spot | -62.8% | -15.6% | **-0.21** | -86.1% | 32.5% | 0.91 | 271 | -0.18 |
|   67 | 布林收缩爆发 | 2h | spot | -12.4% | -2.2% | **-0.23** | -27.2% | 29.1% | 0.87 | 134 | -0.08 |
|   68 | 三均线排列 | 1d | um | -12.4% | -2.5% | **-0.23** | -23.8% | 33.3% | 0.61 | 18 | -0.10 |
|   69 | RSI均值回归 | 1d | spot | -76.4% | -23.3% | **-0.25** | -85.6% | 33.3% | 0.33 | 33 | -0.27 |
|   70 | RSI均值回归 | 1h | um | -75.7% | -21.8% | **-0.26** | -88.7% | 46.7% | 0.95 | 475 | -0.25 |
|   71 | EMA双均线多空 | 8h | um | -3613.5% | +0.0% | **-0.26** | -344.9% | 37.1% | 0.49 | 70 | 0.00 |
|   72 | 牛熊自适应 | 1h | spot | -70.8% | -19.0% | **-0.26** | -79.5% | 33.0% | 0.95 | 518 | -0.24 |
|   73 | 布林收缩爆发 | 2h | um | -12.7% | -2.4% | **-0.28** | -29.5% | 26.1% | 0.85 | 119 | -0.08 |
|   74 | 海龟交易 | 6h | spot | -22.7% | -4.4% | **-0.29** | -41.1% | 36.3% | 0.92 | 438 | -0.11 |
|   75 | 牛熊自适应 | 2h | um | -67.9% | -18.0% | **-0.29** | -88.6% | 30.9% | 0.90 | 265 | -0.20 |
|   76 | 布林收缩爆发 | 4h | um | -11.8% | -2.2% | **-0.31** | -17.8% | 33.3% | 0.75 | 63 | -0.12 |
|   77 | RSI均值回归 | 8h | um | -91.5% | -35.5% | **-0.31** | -94.2% | 38.2% | 0.53 | 76 | -0.38 |
|   78 | 海龟交易 | 6h | um | -23.9% | -4.7% | **-0.32** | -37.4% | 36.7% | 0.91 | 422 | -0.13 |
|   79 | RSI均值回归 | 1h | spot | -79.8% | -24.0% | **-0.40** | -86.5% | 45.5% | 0.93 | 475 | -0.28 |
|   80 | RSI均值回归 | 2h | um | -83.6% | -27.1% | **-0.40** | -89.5% | 41.8% | 0.85 | 249 | -0.30 |
|   81 | 超级趋势 | 4h | spot | -40.6% | -8.6% | **-0.43** | -53.0% | 37.2% | 0.71 | 145 | -0.16 |
|   82 | RSI均值回归 | 6h | um | -96.4% | -44.4% | **-0.45** | -97.9% | 38.6% | 0.61 | 101 | -0.45 |
|   83 | 超级趋势 | 2h | spot | -47.6% | -10.5% | **-0.53** | -56.6% | 35.4% | 0.76 | 285 | -0.19 |
|   84 | 超级趋势 | 2h | um | -46.4% | -10.3% | **-0.53** | -59.5% | 35.6% | 0.77 | 278 | -0.17 |
|   85 | RSI均值回归 | 6h | spot | -95.6% | -41.9% | **-0.60** | -97.1% | 38.0% | 0.60 | 100 | -0.43 |
|   86 | RSI均值回归 | 8h | spot | -96.2% | -43.5% | **-0.63** | -97.3% | 33.3% | 0.37 | 75 | -0.45 |
|   87 | RSI均值回归 | 2h | spot | -89.8% | -32.4% | **-0.65** | -93.0% | 40.5% | 0.82 | 252 | -0.35 |
|   88 | 布林收缩爆发 | 1d | spot | -17.5% | -3.5% | **-0.67** | -20.3% | 20.0% | 0.21 | 10 | -0.17 |
|   89 | 布林收缩爆发 | 1d | um | -17.7% | -3.6% | **-0.67** | -20.5% | 20.0% | 0.21 | 10 | -0.17 |
|   90 | 海龟交易 | 4h | spot | -46.5% | -10.2% | **-0.70** | -53.8% | 31.9% | 0.85 | 653 | -0.19 |
|   91 | RSI均值回归 | 4h | spot | -96.0% | -42.6% | **-0.71** | -97.9% | 37.0% | 0.57 | 138 | -0.44 |
|   92 | MACD金叉死叉 | 1h | spot | -54.4% | -12.6% | **-0.72** | -57.5% | 36.1% | 0.90 | 1248 | -0.22 |
|   93 | MACD金叉死叉 | 1h | um | -55.6% | -13.2% | **-0.73** | -57.3% | 36.1% | 0.89 | 1241 | -0.23 |
|   94 | EMA双均线多空 | 1h | um | -99.8% | -66.9% | **-0.79** | -99.9% | 33.8% | 0.86 | 1026 | -0.67 |
|   95 | RSI均值回归 | 4h | um | -95.6% | -42.3% | **-0.80** | -97.8% | 36.2% | 0.54 | 138 | -0.43 |
|   96 | 海龟交易 | 4h | um | -50.4% | -11.6% | **-0.85** | -54.4% | 32.5% | 0.81 | 637 | -0.21 |
|   97 | EMA双均线多空 | 1h | spot | -99.9% | -68.5% | **-0.85** | -99.9% | 34.2% | 0.86 | 1046 | -0.69 |
|   98 | EMA双均线多空 | 2h | spot | -120.9% | +0.0% | **-1.06** | -113.0% | 32.1% | 0.74 | 84 | 0.00 |
|   99 | 海龟交易 | 2h | spot | -60.3% | -14.7% | **-1.12** | -61.1% | 32.6% | 0.86 | 1244 | -0.24 |
|   100 | 超级趋势 | 1h | um | -73.7% | -20.7% | **-1.15** | -76.0% | 34.3% | 0.65 | 586 | -0.27 |
|   101 | 海龟交易 | 2h | um | -61.5% | -15.4% | **-1.18** | -64.2% | 33.1% | 0.86 | 1210 | -0.24 |
|   102 | EMA双均线多空 | 6h | spot | -141.6% | +0.0% | **-1.28** | -153.2% | 29.2% | 0.44 | 24 | 0.00 |
|   103 | EMA双均线多空 | 6h | um | -178.5% | +0.0% | **-1.29** | -155.2% | 31.8% | 0.56 | 22 | 0.00 |
|   104 | EMA双均线多空 | 2h | um | -106.2% | +0.0% | **-1.36** | -105.1% | 37.0% | 0.58 | 73 | 0.00 |
|   105 | EMA双均线多空 | 1d | spot | -241.6% | +0.0% | **-2.68** | -346.8% | 0.0% | 0.00 | 1 | 0.00 |
|   106 | 海龟交易 | 1h | spot | -88.3% | -30.8% | **-2.76** | -89.2% | 29.8% | 0.76 | 2355 | -0.35 |
|   107 | 海龟交易 | 1h | um | -89.3% | -32.2% | **-3.02** | -89.4% | 29.4% | 0.71 | 2302 | -0.36 |
|   108 | EMA双均线多空 | 1d | um | -240.8% | +0.0% | **-3.02** | -345.6% | 0.0% | 0.00 | 1 | 0.00 |

> 🏆 **SOLUSDT 最优**：超级趋势 8h um，夏普 **1.51**，总收益 **+1161.8%**

## 五、Spot vs 合约（UM）对比 — 全量夏普差异

| 策略 | 币种 | TF | Spot 夏普 | UM 夏普 | 差异 | 更优 |
|------|------|----|-----------|---------|------|------|
| ATR波动率突破 | BNBUSDT | 4h | -6.88 | 0.52 | +7.40 | um |
| EMA双均线多空 | ETHUSDT | 8h | -3.80 | -1.35 | +2.45 | um |
| EMA双均线多空 | BNBUSDT | 6h | -1.64 | 0.51 | +2.15 | um |
| EMA双均线多空 | BNBUSDT | 8h | -1.75 | -0.18 | +1.57 | um |
| 超级趋势 | SOLUSDT | 1h | 0.31 | -1.15 | -1.46 | spot |
| 超级趋势 | BNBUSDT | 4h | 0.72 | -0.65 | -1.37 | spot |
| 超级趋势 | SOLUSDT | 4h | -0.43 | 0.94 | +1.37 | um |
| 布林收缩爆发 | BNBUSDT | 6h | 0.54 | -0.81 | -1.35 | spot |
| EMA双均线多空 | BNBUSDT | 1h | -2.54 | -1.22 | +1.32 | um |
| 超级趋势 | BTCUSDT | 4h | 0.90 | -0.40 | -1.30 | spot |
| EMA双均线多空 | ETHUSDT | 6h | -1.11 | 0.19 | +1.30 | um |
| 超级趋势 | BTCUSDT | 1d | 0.73 | -0.50 | -1.23 | spot |
| 超级趋势 | BTCUSDT | 6h | 0.83 | -0.32 | -1.15 | spot |
| 超级趋势 | ETHUSDT | 4h | 0.86 | -0.29 | -1.15 | spot |
| EMA双均线多空 | ETHUSDT | 1d | 0.50 | 1.63 | +1.13 | um |
| EMA双均线多空 | BNBUSDT | 1d | -0.83 | -1.91 | -1.08 | spot |
| 布林收缩爆发 | BNBUSDT | 4h | 0.67 | -0.37 | -1.04 | spot |
| RSI均值回归 | SOLUSDT | 1d | -0.25 | 0.77 | +1.02 | um |
| 超级趋势 | BTCUSDT | 8h | 1.00 | 0.03 | -0.97 | spot |
| 牛熊自适应 | BNBUSDT | 2h | 0.76 | -0.19 | -0.95 | spot |
| 三均线排列 | BTCUSDT | 4h | 0.40 | -0.53 | -0.93 | spot |
| 布林收缩爆发 | ETHUSDT | 6h | 0.21 | -0.70 | -0.91 | spot |
| MACD金叉死叉 | SOLUSDT | 1d | 0.89 | 0.02 | -0.87 | spot |
| 布林收缩爆发 | ETHUSDT | 1d | 0.36 | -0.46 | -0.82 | spot |
| 海龟交易 | SOLUSDT | 1d | 0.84 | 0.07 | -0.77 | spot |
| 海龟交易 | BNBUSDT | 6h | 0.64 | -0.11 | -0.75 | spot |
| 三均线排列 | BTCUSDT | 2h | 0.26 | -0.44 | -0.70 | spot |
| 牛熊自适应 | BTCUSDT | 1h | -0.57 | -1.25 | -0.68 | spot |
| 三均线排列 | BNBUSDT | 2h | 0.34 | -0.31 | -0.65 | spot |
| EMA双均线多空 | BNBUSDT | 2h | 0.39 | -0.26 | -0.65 | spot |
| 牛熊自适应 | BTCUSDT | 2h | 0.39 | -0.25 | -0.64 | spot |
| 牛熊自适应 | ETHUSDT | 6h | 0.80 | 0.17 | -0.63 | spot |
| RSI均值回归 | BNBUSDT | 6h | -0.07 | -0.70 | -0.63 | spot |
| 布林收缩爆发 | ETHUSDT | 4h | 0.99 | 0.38 | -0.61 | spot |
| EMA双均线多空 | BTCUSDT | 1h | -0.73 | -1.33 | -0.60 | spot |
| 布林收缩爆发 | BNBUSDT | 2h | 0.30 | -0.30 | -0.60 | spot |
| ATR波动率突破 | BTCUSDT | 1h | 0.78 | 0.19 | -0.59 | spot |
| MACD金叉死叉 | BNBUSDT | 2h | 0.55 | -0.01 | -0.56 | spot |
| ATR波动率突破 | BNBUSDT | 1h | 0.59 | 0.06 | -0.53 | spot |
| 布林收缩爆发 | BTCUSDT | 6h | -0.13 | -0.65 | -0.52 | spot |
| ATR波动率突破 | BTCUSDT | 6h | 0.90 | 0.40 | -0.50 | spot |
| MACD金叉死叉 | ETHUSDT | 2h | 0.67 | 0.18 | -0.49 | spot |
| 三均线排列 | BTCUSDT | 6h | 0.93 | 0.46 | -0.47 | spot |
| EMA双均线多空 | BTCUSDT | 4h | 0.44 | -0.03 | -0.47 | spot |
| MACD金叉死叉 | ETHUSDT | 6h | 0.81 | 0.35 | -0.46 | spot |
| ATR波动率突破 | ETHUSDT | 1d | 0.41 | 0.87 | +0.46 | um |
| MACD金叉死叉 | ETHUSDT | 1h | -0.16 | -0.61 | -0.45 | spot |
| 三均线排列 | BNBUSDT | 4h | 0.77 | 0.35 | -0.42 | spot |
| 牛熊自适应 | ETHUSDT | 2h | 0.10 | -0.32 | -0.42 | spot |
| 布林收缩爆发 | SOLUSDT | 4h | 0.11 | -0.31 | -0.42 | spot |
| EMA双均线多空 | ETHUSDT | 2h | -0.60 | -0.18 | +0.42 | um |
| 海龟交易 | BNBUSDT | 4h | 0.34 | -0.07 | -0.41 | spot |
| ATR波动率突破 | BNBUSDT | 6h | 0.67 | 1.08 | +0.41 | um |
| RSI均值回归 | BNBUSDT | 2h | -0.72 | -0.31 | +0.41 | um |
| 牛熊自适应 | BNBUSDT | 8h | 0.70 | 1.10 | +0.40 | um |
| 超级趋势 | ETHUSDT | 2h | -0.05 | -0.45 | -0.40 | spot |
| 布林收缩爆发 | SOLUSDT | 8h | 0.98 | 0.60 | -0.38 | spot |
| 三均线排列 | ETHUSDT | 2h | -0.39 | -0.77 | -0.38 | spot |
| MACD金叉死叉 | BNBUSDT | 4h | 0.72 | 0.35 | -0.37 | spot |
| RSI均值回归 | BNBUSDT | 4h | -0.77 | -1.14 | -0.37 | spot |
| RSI均值回归 | BTCUSDT | 2h | -1.34 | -0.98 | +0.36 | um |
| ATR波动率突破 | BTCUSDT | 2h | 1.12 | 0.76 | -0.36 | spot |
| 超级趋势 | ETHUSDT | 1h | -0.45 | -0.81 | -0.36 | spot |
| 布林收缩爆发 | ETHUSDT | 1h | -0.44 | -0.08 | +0.36 | um |
| 布林收缩爆发 | BTCUSDT | 1h | 0.25 | -0.10 | -0.35 | spot |
| RSI均值回归 | BNBUSDT | 1h | -1.19 | -0.85 | +0.34 | um |
| EMA双均线多空 | SOLUSDT | 1d | -2.68 | -3.02 | -0.34 | spot |
| MACD金叉死叉 | ETHUSDT | 1d | 0.76 | 0.43 | -0.33 | spot |
| 三均线排列 | BTCUSDT | 8h | 0.74 | 0.41 | -0.33 | spot |
| MACD金叉死叉 | BTCUSDT | 8h | 0.59 | 0.26 | -0.33 | spot |
| MACD金叉死叉 | BTCUSDT | 1d | 0.81 | 0.49 | -0.32 | spot |
| MACD金叉死叉 | BTCUSDT | 4h | 0.33 | 0.01 | -0.32 | spot |
| MACD金叉死叉 | BNBUSDT | 1h | -0.32 | -0.64 | -0.32 | spot |
| RSI均值回归 | SOLUSDT | 8h | -0.63 | -0.31 | +0.32 | um |
| 布林收缩爆发 | BNBUSDT | 1d | 0.03 | -0.29 | -0.32 | spot |
| RSI均值回归 | ETHUSDT | 6h | -0.86 | -0.54 | +0.32 | um |
| 海龟交易 | BTCUSDT | 8h | 0.28 | -0.03 | -0.31 | spot |
| RSI均值回归 | BTCUSDT | 6h | -0.52 | -0.83 | -0.31 | spot |
| 海龟交易 | BTCUSDT | 6h | 0.17 | -0.13 | -0.30 | spot |
| 超级趋势 | BTCUSDT | 1h | -0.62 | -0.92 | -0.30 | spot |
| EMA双均线多空 | BTCUSDT | 2h | -0.48 | -0.78 | -0.30 | spot |
| EMA双均线多空 | SOLUSDT | 2h | -1.06 | -1.36 | -0.30 | spot |
| MACD金叉死叉 | BTCUSDT | 6h | 0.12 | -0.18 | -0.30 | spot |
| MACD金叉死叉 | ETHUSDT | 4h | 0.44 | 0.14 | -0.30 | spot |
| 牛熊自适应 | ETHUSDT | 1h | -0.13 | -0.43 | -0.30 | spot |
| 三均线排列 | ETHUSDT | 1h | -0.32 | -0.61 | -0.29 | spot |
| 三均线排列 | BTCUSDT | 1d | 0.62 | 0.90 | +0.28 | um |
| 三均线排列 | BNBUSDT | 1h | -0.22 | -0.50 | -0.28 | spot |
| 牛熊自适应 | ETHUSDT | 4h | 1.24 | 0.96 | -0.28 | spot |
| 牛熊自适应 | SOLUSDT | 6h | 0.68 | 0.40 | -0.28 | spot |
| 布林收缩爆发 | BTCUSDT | 8h | 0.24 | -0.04 | -0.28 | spot |
| 三均线排列 | BNBUSDT | 6h | 0.77 | 0.50 | -0.27 | spot |
| 海龟交易 | BNBUSDT | 1h | -2.14 | -1.88 | +0.26 | um |
| 海龟交易 | SOLUSDT | 1h | -2.76 | -3.02 | -0.26 | spot |
| RSI均值回归 | ETHUSDT | 2h | -1.33 | -1.07 | +0.26 | um |
| RSI均值回归 | ETHUSDT | 1d | -0.42 | -0.67 | -0.25 | spot |
| MACD金叉死叉 | ETHUSDT | 8h | 0.76 | 0.51 | -0.25 | spot |
| RSI均值回归 | SOLUSDT | 2h | -0.65 | -0.40 | +0.25 | um |
| 三均线排列 | ETHUSDT | 4h | 0.65 | 0.41 | -0.24 | spot |
| 牛熊自适应 | SOLUSDT | 8h | 0.65 | 0.41 | -0.24 | spot |
| RSI均值回归 | ETHUSDT | 1h | -1.81 | -1.57 | +0.24 | um |
| ATR波动率突破 | ETHUSDT | 4h | 0.84 | 0.60 | -0.24 | spot |
| ATR波动率突破 | BNBUSDT | 8h | 0.51 | 0.75 | +0.24 | um |
| RSI均值回归 | BTCUSDT | 1d | -0.58 | -0.34 | +0.24 | um |
| 布林收缩爆发 | ETHUSDT | 8h | 0.34 | 0.11 | -0.23 | spot |
| 超级趋势 | BNBUSDT | 1h | 0.49 | 0.26 | -0.23 | spot |
| RSI均值回归 | ETHUSDT | 4h | -1.01 | -0.78 | +0.23 | um |
| 牛熊自适应 | BNBUSDT | 6h | 1.21 | 1.44 | +0.23 | um |
| 牛熊自适应 | BTCUSDT | 1d | 1.03 | 1.25 | +0.22 | um |
| 海龟交易 | ETHUSDT | 6h | 0.23 | 0.02 | -0.21 | spot |
| 牛熊自适应 | BNBUSDT | 1h | 0.03 | -0.17 | -0.20 | spot |
| 布林收缩爆发 | BNBUSDT | 1h | 0.42 | 0.22 | -0.20 | spot |
| 超级趋势 | BNBUSDT | 8h | 0.49 | 0.69 | +0.20 | um |
| 牛熊自适应 | BNBUSDT | 1d | 0.93 | 1.13 | +0.20 | um |
| EMA双均线多空 | BTCUSDT | 8h | 0.62 | 0.81 | +0.19 | um |
| 牛熊自适应 | BTCUSDT | 6h | 0.67 | 0.48 | -0.19 | spot |
| 牛熊自适应 | BNBUSDT | 4h | 0.92 | 0.73 | -0.19 | spot |
| 海龟交易 | BTCUSDT | 1h | -3.18 | -2.99 | +0.19 | um |
| ATR波动率突破 | BNBUSDT | 1d | 0.68 | 0.87 | +0.19 | um |
| 三均线排列 | ETHUSDT | 1d | 0.37 | 0.55 | +0.18 | um |
| 布林收缩爆发 | BTCUSDT | 4h | -0.17 | -0.35 | -0.18 | spot |
| 海龟交易 | BNBUSDT | 2h | -1.08 | -1.26 | -0.18 | spot |
| 三均线排列 | BTCUSDT | 1h | -0.51 | -0.68 | -0.17 | spot |
| 三均线排列 | BNBUSDT | 1d | 0.57 | 0.74 | +0.17 | um |
| RSI均值回归 | BTCUSDT | 8h | -0.56 | -0.73 | -0.17 | spot |
| ATR波动率突破 | ETHUSDT | 2h | 0.85 | 0.68 | -0.17 | spot |
| ATR波动率突破 | SOLUSDT | 4h | 1.12 | 1.29 | +0.17 | um |
| RSI均值回归 | BNBUSDT | 8h | -0.30 | -0.46 | -0.16 | spot |
| ATR波动率突破 | ETHUSDT | 8h | 1.00 | 0.84 | -0.16 | spot |
| 牛熊自适应 | ETHUSDT | 8h | 0.47 | 0.31 | -0.16 | spot |
| ATR波动率突破 | BNBUSDT | 2h | 0.83 | 0.67 | -0.16 | spot |
| 海龟交易 | SOLUSDT | 4h | -0.70 | -0.85 | -0.15 | spot |
| 三均线排列 | BNBUSDT | 8h | 0.88 | 0.73 | -0.15 | spot |

> 显著差异（|Δ夏普|>0.15）共 133 组：UM 更优 37 组，Spot 更优 96 组

## 六、2h vs 6h — 周期对比（按类型分组）

### SPOT

#### BTCUSDT

| 策略 | 2h 夏普 | 2h 收益% | 6h 夏普 | 6h 收益% | 更优周期 |
|------|---------|----------|---------|----------|----------|
| 海龟交易 | -1.71 | -71.8% | 0.17 | +9.8% | 6h ✅ |
| 超级趋势 | -0.39 | -36.8% | 0.83 | +113.4% | 6h ✅ |
| MACD金叉死叉 | 0.13 | +7.8% | 0.12 | +6.0% | 2h ✅ |
| 布林收缩爆发 | -0.18 | -7.0% | -0.13 | -6.0% | 6h ✅ |
| 三均线排列 | 0.26 | +14.0% | 0.93 | +86.1% | 6h ✅ |
| RSI均值回归 | -1.34 | -98.5% | -0.52 | -85.8% | 6h ✅ |
| ATR波动率突破 | 1.12 | +4378.7% | 0.90 | +1409.3% | 2h ✅ |
| EMA双均线多空 | -0.48 | -99.3% | 0.81 | +1129.9% | 6h ✅ |
| 牛熊自适应 | 0.39 | +88.0% | 0.67 | +317.6% | 6h ✅ |

#### ETHUSDT

| 策略 | 2h 夏普 | 2h 收益% | 6h 夏普 | 6h 收益% | 更优周期 |
|------|---------|----------|---------|----------|----------|
| 海龟交易 | -1.18 | -64.1% | 0.23 | +17.0% | 6h ✅ |
| 超级趋势 | -0.05 | -14.3% | 0.10 | +4.3% | 6h ✅ |
| MACD金叉死叉 | 0.67 | +104.8% | 0.81 | +108.3% | 6h ✅ |
| 布林收缩爆发 | 0.38 | +20.9% | 0.21 | +9.4% | 2h ✅ |
| 三均线排列 | -0.39 | -23.7% | 0.72 | +81.9% | 6h ✅ |
| RSI均值回归 | -1.33 | -99.7% | -0.86 | -98.0% | 6h ✅ |
| ATR波动率突破 | 0.85 | +1744.5% | 1.02 | +4659.2% | 6h ✅ |
| EMA双均线多空 | -0.60 | -99.8% | -1.11 | -114.3% | 2h ✅ |
| 牛熊自适应 | 0.10 | -22.2% | 0.80 | +748.9% | 6h ✅ |

#### BNBUSDT

| 策略 | 2h 夏普 | 2h 收益% | 6h 夏普 | 6h 收益% | 更优周期 |
|------|---------|----------|---------|----------|----------|
| 海龟交易 | -1.08 | -64.3% | 0.64 | +95.7% | 6h ✅ |
| 超级趋势 | 0.94 | +512.2% | 0.72 | +285.4% | 2h ✅ |
| MACD金叉死叉 | 0.55 | +96.8% | 0.37 | +43.0% | 2h ✅ |
| 布林收缩爆发 | 0.30 | +25.7% | 0.54 | +51.4% | 6h ✅ |
| 三均线排列 | 0.34 | +32.9% | 0.77 | +93.9% | 6h ✅ |
| RSI均值回归 | -0.72 | -96.5% | -0.07 | -80.3% | 6h ✅ |
| ATR波动率突破 | 0.83 | +2197.7% | 0.67 | +676.2% | 2h ✅ |
| EMA双均线多空 | 0.39 | +37.4% | -1.64 | -278.8% | 2h ✅ |
| 牛熊自适应 | 0.76 | +836.1% | 1.21 | +3592.9% | 6h ✅ |

#### SOLUSDT

| 策略 | 2h 夏普 | 2h 收益% | 6h 夏普 | 6h 收益% | 更优周期 |
|------|---------|----------|---------|----------|----------|
| 海龟交易 | -1.12 | -60.3% | -0.29 | -22.7% | 6h ✅ |
| 超级趋势 | -0.53 | -47.6% | 1.40 | +625.8% | 6h ✅ |
| MACD金叉死叉 | 0.52 | +51.1% | 0.73 | +84.6% | 6h ✅ |
| 布林收缩爆发 | -0.23 | -12.4% | -0.09 | -5.5% | 6h ✅ |
| 三均线排列 | 0.54 | +34.4% | 0.34 | +19.2% | 2h ✅ |
| RSI均值回归 | -0.65 | -89.8% | -0.60 | -95.6% | 6h ✅ |
| ATR波动率突破 | 1.38 | +10978.1% | 1.19 | +3897.4% | 2h ✅ |
| EMA双均线多空 | -1.06 | -120.9% | -1.28 | -141.6% | 2h ✅ |
| 牛熊自适应 | -0.21 | -62.8% | 0.68 | +219.6% | 6h ✅ |

### UM

#### BTCUSDT

| 策略 | 2h 夏普 | 2h 收益% | 6h 夏普 | 6h 收益% | 更优周期 |
|------|---------|----------|---------|----------|----------|
| 海龟交易 | -1.63 | -55.8% | -0.13 | -7.5% | 6h ✅ |
| 超级趋势 | -0.49 | -31.2% | -0.32 | -23.0% | 6h ✅ |
| MACD金叉死叉 | -0.01 | -3.2% | -0.18 | -10.8% | 2h ✅ |
| 布林收缩爆发 | -0.26 | -5.9% | -0.65 | -14.5% | 2h ✅ |
| 三均线排列 | -0.44 | -14.7% | 0.46 | +23.3% | 6h ✅ |
| RSI均值回归 | -0.98 | -90.4% | -0.83 | -85.6% | 6h ✅ |
| ATR波动率突破 | 0.76 | +404.5% | 0.40 | +72.8% | 2h ✅ |
| EMA双均线多空 | -0.78 | -99.4% | 0.72 | +359.7% | 6h ✅ |
| 牛熊自适应 | -0.25 | -44.2% | 0.48 | +96.4% | 6h ✅ |

#### ETHUSDT

| 策略 | 2h 夏普 | 2h 收益% | 6h 夏普 | 6h 收益% | 更优周期 |
|------|---------|----------|---------|----------|----------|
| 海龟交易 | -1.14 | -50.7% | 0.02 | -1.5% | 6h ✅ |
| 超级趋势 | -0.45 | -36.8% | -0.01 | -6.4% | 6h ✅ |
| MACD金叉死叉 | 0.18 | +10.2% | 0.35 | +22.2% | 6h ✅ |
| 布林收缩爆发 | 0.41 | +14.9% | -0.70 | -20.6% | 2h ✅ |
| 三均线排列 | -0.77 | -29.1% | 0.80 | +62.5% | 6h ✅ |
| RSI均值回归 | -1.07 | -95.8% | -0.54 | -81.5% | 6h ✅ |
| ATR波动率突破 | 0.68 | +353.2% | 1.09 | +2156.2% | 6h ✅ |
| EMA双均线多空 | -0.18 | -89.9% | 0.19 | -12.5% | 6h ✅ |
| 牛熊自适应 | -0.32 | -61.2% | 0.17 | +3.3% | 6h ✅ |

#### BNBUSDT

| 策略 | 2h 夏普 | 2h 收益% | 6h 夏普 | 6h 收益% | 更优周期 |
|------|---------|----------|---------|----------|----------|
| 海龟交易 | -1.26 | -55.2% | -0.11 | -9.6% | 6h ✅ |
| 超级趋势 | 0.88 | +239.3% | 0.72 | +165.3% | 2h ✅ |
| MACD金叉死叉 | -0.01 | -6.0% | 0.26 | +18.3% | 6h ✅ |
| 布林收缩爆发 | -0.30 | -9.1% | -0.81 | -22.4% | 2h ✅ |
| 三均线排列 | -0.31 | -15.4% | 0.50 | +26.4% | 6h ✅ |
| RSI均值回归 | -0.31 | -66.3% | -0.70 | -90.5% | 2h ✅ |
| ATR波动率突破 | 0.67 | +360.8% | 1.08 | +2241.7% | 6h ✅ |
| EMA双均线多空 | -0.26 | -83.4% | 0.51 | +111.6% | 6h ✅ |
| 牛熊自适应 | -0.19 | -42.9% | 1.44 | +2076.9% | 6h ✅ |

#### SOLUSDT

| 策略 | 2h 夏普 | 2h 收益% | 6h 夏普 | 6h 收益% | 更优周期 |
|------|---------|----------|---------|----------|----------|
| 海龟交易 | -1.18 | -61.5% | -0.32 | -23.9% | 6h ✅ |
| 超级趋势 | -0.53 | -46.4% | 1.42 | +608.5% | 6h ✅ |
| MACD金叉死叉 | 0.63 | +65.0% | 0.73 | +86.7% | 6h ✅ |
| 布林收缩爆发 | -0.28 | -12.7% | -0.17 | -11.4% | 6h ✅ |
| 三均线排列 | 0.47 | +28.1% | 0.34 | +18.7% | 2h ✅ |
| RSI均值回归 | -0.40 | -83.6% | -0.45 | -96.4% | 2h ✅ |
| ATR波动率突破 | 1.41 | +10658.9% | 1.16 | +3152.2% | 2h ✅ |
| EMA双均线多空 | -1.36 | -106.2% | -1.29 | -178.5% | 6h ✅ |
| 牛熊自适应 | -0.29 | -67.9% | 0.40 | +58.8% | 6h ✅ |

## 七、全量数据 综合评分 TOP 20

> 综合评分 = 夏普比率×0.4 + 年化收益归一化×0.3 + 卡尔玛归一化×0.2 - 回撤归一化×0.1

| 排名 | 策略 | 币种 | TF | 类型 | 总收益% | 年化% | 夏普 | 回撤% | 胜率% | 盈亏比 | 综合评分 |
|------|------|------|----|------|---------|-------|------|-------|-------|--------|----------|
| 🥇 | ATR波动率突破 | SOLUSDT | 2h | um | +10658.9% | +126.5% | **1.41** | -61.9% | 36.5% | 1.40 | **1.056** |
| 🥈 | ATR波动率突破 | SOLUSDT | 2h | spot | +10978.1% | +124.6% | **1.38** | -59.8% | 37.9% | 1.34 | **1.044** |
| 🥉 | ATR波动率突破 | SOLUSDT | 4h | um | +6725.3% | +110.1% | **1.29** | -75.8% | 26.4% | 1.22 | **0.911** |
|   4 | ATR波动率突破 | SOLUSDT | 8h | um | +6002.2% | +107.8% | **1.30** | -78.0% | 34.1% | 1.36 | **0.903** |
|   5 | 牛熊自适应 | BNBUSDT | 6h | um | +2076.9% | +63.7% | **1.44** | -35.6% | 39.4% | 2.15 | **0.897** |
|   6 | 超级趋势 | SOLUSDT | 8h | um | +1161.8% | +57.0% | **1.51** | -35.0% | 45.9% | 3.00 | **0.894** |
|   7 | ATR波动率突破 | SOLUSDT | 8h | spot | +5956.7% | +105.1% | **1.29** | -78.5% | 34.1% | 1.36 | **0.889** |
|   8 | 超级趋势 | SOLUSDT | 8h | spot | +756.6% | +45.6% | **1.44** | -35.2% | 47.5% | 2.94 | **0.806** |
|   9 | ATR波动率突破 | SOLUSDT | 6h | spot | +3897.4% | +90.0% | **1.19** | -84.4% | 22.0% | 1.22 | **0.787** |
|   10 | 超级趋势 | SOLUSDT | 6h | um | +608.5% | +41.4% | **1.42** | -37.1% | 41.9% | 2.25 | **0.770** |
|   11 | 超级趋势 | SOLUSDT | 6h | spot | +625.8% | +41.2% | **1.40** | -37.0% | 40.2% | 2.22 | **0.762** |
|   12 | 牛熊自适应 | ETHUSDT | 4h | spot | +4239.5% | +53.7% | **1.24** | -37.3% | 40.5% | 1.75 | **0.759** |
|   13 | ATR波动率突破 | SOLUSDT | 4h | spot | +3128.3% | +82.4% | **1.12** | -67.6% | 26.3% | 1.23 | **0.756** |
|   14 | ATR波动率突破 | SOLUSDT | 6h | um | +3152.2% | +85.1% | **1.16** | -85.8% | 22.4% | 1.20 | **0.755** |
|   15 | 牛熊自适应 | BNBUSDT | 6h | spot | +3592.9% | +52.8% | **1.21** | -44.5% | 37.5% | 1.99 | **0.721** |
|   16 | 牛熊自适应 | BNBUSDT | 1d | um | +1363.3% | +57.1% | **1.13** | -45.3% | 38.1% | 2.19 | **0.706** |
|   17 | ATR波动率突破 | ETHUSDT | 6h | um | +2156.2% | +62.1% | **1.09** | -47.7% | 34.2% | 1.88 | **0.705** |
|   18 | 牛熊自适应 | BTCUSDT | 1d | um | +640.3% | +37.0% | **1.25** | -30.6% | 50.0% | 2.91 | **0.702** |
|   19 | ATR波动率突破 | SOLUSDT | 1h | um | +2227.4% | +73.0% | **1.06** | -71.2% | 32.4% | 1.21 | **0.691** |
|   20 | ATR波动率突破 | BNBUSDT | 6h | um | +2241.7% | +65.6% | **1.08** | -60.7% | 29.0% | 1.75 | **0.687** |

## 八、策略类型平均表现（全量，4币种×2TF×2类型 平均）

| 类型 | 策略 | 平均夏普 | 平均收益% | 平均回撤% |
|------|------|----------|-----------|-----------|
| 趋势跟踪 | 海龟交易 | -0.60 | -13.9% | -41.8% |
| 趋势跟踪 | 超级趋势 | 0.20 | +115.5% | -38.3% |
| 动量 | MACD金叉死叉 | 0.30 | +44.5% | -29.3% |
| 波动率突破 | 布林收缩爆发 | -0.02 | +5.2% | -16.9% |
| 趋势跟踪 | 三均线排列 | 0.31 | +25.8% | -20.1% |
| 均值回归 | RSI均值回归 | -0.72 | -79.0% | -92.3% |
| 波动率突破 | ATR波动率突破 | 0.67 | +1989.4% | -68.5% |
| 趋势跟踪 | EMA双均线多空 | -0.55 | -240.5% | -171.7% |
| 牛熊自适应 | 牛熊自适应 | 0.44 | +445.9% | -59.8% |

## 九、关键发现

### 🏆 综合最优策略
- **EMA双均线多空** — ETHUSDT 1d um
  - 夏普比率：**1.63**
  - 总收益：**-125.4%**
  - 年化收益：**+0.0%**
  - 最大回撤：-156.4%
  - 交易次数：1

### 📊 各币种最优策略（全量，按夏普）

| 币种 | 最优策略 | TF | 类型 | 总收益% | 年化% | 夏普 | 回撤% | 交易数 |
|------|----------|----|------|---------|-------|------|-------|--------|
| BTCUSDT | **牛熊自适应** | 1d | um | +640.3% | +37.0% | **1.25** | -30.6% | 22 |
| ETHUSDT | **EMA双均线多空** | 1d | um | -125.4% | +0.0% | **1.63** | -156.4% | 1 |
| BNBUSDT | **牛熊自适应** | 6h | um | +2076.9% | +63.7% | **1.44** | -35.6% | 94 |
| SOLUSDT | **超级趋势** | 8h | um | +1161.8% | +57.0% | **1.51** | -35.0% | 61 |

### 🔄 Spot vs 合约（UM）

- Spot 平均夏普：**0.05**
- UM（合约）平均夏普：**-0.04**
- 差距：-0.09