生成时间:2026-03-20 18:57 UTC | 样本:Binance spot 15m | 目标:验证 LTC / NEAR / UNI 在更长历史里是否大部分时间稳定有效。
EMA cross + aligned slope floor。BTC / ETH / SOL。LTC / NEAR / UNI。candidates mostly stable
3/3 个候选币总体为正,且至少 3 个候选币在分年/分段窗口里大部分时期为正。
| asset | symbol | sample_start | sample_end | bars |
|---|---|---|---|---|
| BTC-USD | BTCUSDT | 2021-03-21 | 2026-03-20 | 175141 |
| ETH-USD | ETHUSDT | 2021-03-21 | 2026-03-20 | 175141 |
| SOL-USD | SOLUSDT | 2021-03-21 | 2026-03-20 | 175141 |
| LTC-USD | LTCUSDT | 2021-03-21 | 2026-03-20 | 175141 |
| NEAR-USD | NEARUSDT | 2021-03-21 | 2026-03-20 | 175141 |
| UNI-USD | UNIUSDT | 2021-03-21 | 2026-03-20 | 175141 |
| asset | sample_start | sample_end | bars | trades | total_return | win_rate | no_trade_ratio |
|---|---|---|---|---|---|---|---|
| NEAR-USD | 2021-03-21 | 2026-03-20 | 175141 | 2022 | 119491.44% | 56.82% | 98.85% |
| SOL-USD | 2021-03-21 | 2026-03-20 | 175141 | 1713 | 75559.74% | 57.91% | 99.02% |
| UNI-USD | 2021-03-21 | 2026-03-20 | 175141 | 1824 | 22187.14% | 58.17% | 98.96% |
| LTC-USD | 2021-03-21 | 2026-03-20 | 175141 | 1550 | 13972.86% | 59.87% | 99.11% |
| ETH-USD | 2021-03-21 | 2026-03-20 | 175141 | 1139 | 1919.11% | 59.26% | 99.35% |
| BTC-USD | 2021-03-21 | 2026-03-20 | 175141 | 868 | 1034.87% | 62.56% | 99.50% |
`LTC` 更接近完整 5 年;`NEAR / UNI` 因 Binance 上线时间较晚,只能按可用历史切 older/middle/recent 或近似年度窗口。
| asset | window | total_return | trades | win_rate |
|---|---|---|---|---|
| LTC-USD | year_1 | 388.93% | 423 | 58.39% |
| LTC-USD | year_2 | 125.46% | 311 | 60.45% |
| LTC-USD | year_3 | 78.17% | 224 | 60.71% |
| LTC-USD | year_4 | 214.96% | 311 | 58.84% |
| LTC-USD | year_5_recent | 127.50% | 281 | 61.92% |
| NEAR-USD | year_1 | 1209.62% | 517 | 57.45% |
| NEAR-USD | year_2 | 348.12% | 374 | 55.88% |
| NEAR-USD | year_3 | 243.66% | 356 | 60.39% |
| NEAR-USD | year_4 | 168.64% | 406 | 53.20% |
| NEAR-USD | year_5_recent | 120.73% | 369 | 57.45% |
| UNI-USD | year_1 | 123.84% | 404 | 55.94% |
| UNI-USD | year_2 | 159.22% | 374 | 59.63% |
| UNI-USD | year_3 | 209.77% | 291 | 59.11% |
| UNI-USD | year_4 | 327.66% | 383 | 61.36% |
| UNI-USD | year_5_recent | 189.96% | 372 | 55.11% |