trade/engine/example/comparison_2h_6h_report.md

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