InvestMarket 回測報告
產生時間:2026-08-22 02:46:14 台灣時間
pick_n=1 回測日期區間:(最早) ~ (最新) 止跌確認:關閉(純 UPS 最低即選,舊行為)
最佳參數:lookback=240, w_rsi=-0.15, w_macd=0.65, w_bb=0.15, w_mchg=0.35 edge=+0.6163% (僅供本次檢視,未覆寫正式最佳參數快取)
回測控制頁 ・ 分析控制頁
參數組合結果(依 edge% 由高到低)
| rk | lookback | w_rsi | w_macd | w_bb | w_mchg |
pick_ret% | all_ret% | edge% | dates | picks |
P10% | P15% | P20% | P25% | P30% |
| 1 | 240 | -0.15 | 0.65 | 0.15 | 0.35 | +2.3545 | +1.7381 | +0.6163 best | 1026 | 1026 | 17.0 | 9.8 | 5.6 | 3.0 | 1.0 |
| 2 | 240 | -0.15 | 0.70 | 0.15 | 0.30 | +2.2947 | +1.7381 | +0.5566 | 1026 | 1026 | 16.6 | 9.6 | 5.8 | 3.3 | 1.0 |
| 3 | 240 | -0.15 | 0.75 | 0.15 | 0.25 | +2.2529 | +1.7381 | +0.5147 | 1026 | 1026 | 16.5 | 9.5 | 6.0 | 3.4 | 1.1 |
最佳參數之 UPS 排行(最新資料)
| rk | Symbol | Price | UPS | RSI | BB% | Cx | Date Range |
| 1 | MSFT ⚠未止跌 | 481.23 | -39.4 | 61.6 | 0.555 | | 2025-09-09~2026-08-21 |
| 2 | EWJ | 95.04 | -28.7 | 51.3 | 0.525 | | 2025-09-09~2026-08-21 |
| 3 | AMZN | 258.26 | -25.9 | 49.5 | 0.454 | | 2025-09-09~2026-08-21 |
| 4 | SPY | 765.28 | -25.6 | 53.9 | 0.551 | | 2025-09-09~2026-08-21 |
| 5 | NVDA | 215.19 | -21.5 | 51.5 | 0.544 | ↓DC | 2025-09-09~2026-08-21 |
| 6 | AXTI | 69.23 | -17.4 | 49.0 | 0.503 | | 2025-09-09~2026-08-21 |
| 7 | META | 549.09 | -12.9 | 38.3 | 0.176 | | 2025-09-09~2026-08-21 |
| 8 | AMAT | 492.16 | -12.2 | 43.1 | 0.295 | | 2025-09-09~2026-08-21 |
| 9 | ONDS | 8.72 | -11.4 | 51.3 | 0.528 | | 2025-09-09~2026-08-21 |
| 10 | UNHX 建議 | 390.80 | -11.4 | 38.9 | 0.177 | | 2025-09-09~2026-08-21 |
| 11 | VGK | 92.71 | -11.3 | 63.5 | 0.751 | | 2025-09-09~2026-08-21 |
| 12 | INTC | 90.23 | -10.8 | 39.7 | 0.282 | ↓DC | 2025-09-09~2026-08-21 |
| 13 | STX | 856.16 | -9.8 | 48.8 | 0.515 | | 2025-09-09~2026-08-21 |
| 14 | AAOI | 124.18 | -9.1 | 48.9 | 0.535 | | 2025-09-09~2026-08-21 |
| 15 | ASML | 1766.69 | -7.4 | 50.7 | 0.610 | | 2025-09-09~2026-08-21 |
| 16 | NBIS | 222.59 | -7.4 | 50.5 | 0.564 | | 2025-09-09~2026-08-21 |
| 17 | AMD | 470.88 | -5.6 | 45.2 | 0.372 | | 2025-09-09~2026-08-21 |
| 18 | GOOGL | 344.60 | -5.6 | 47.0 | 0.427 | | 2025-09-09~2026-08-21 |
| 19 | TXN | 263.80 | -5.2 | 39.0 | 0.014 | | 2025-09-09~2026-08-21 |
| 20 | TSM | 419.17 | -4.7 | 50.5 | 0.605 | | 2025-09-09~2026-08-21 |
| 21 | NATGAS | 2.81 | -4.2 | 50.2 | 0.854 | | 2025-09-22~2026-08-21 |
| 22 | GLW | 150.40 | -2.2 | 44.4 | 0.461 | | 2025-09-09~2026-08-21 |
| 23 | IBM | 235.42 | 5.4 | 49.4 | 0.652 | | 2025-09-09~2026-08-21 |
| 24 | AAPL | 308.72 | 6.1 | 46.8 | 0.386 | | 2025-09-09~2026-08-21 |
| 25 | WDC | 465.37 | 7.4 | 44.6 | 0.359 | | 2025-09-09~2026-08-21 |
| 26 | XAGUSD | 69.79 | 9.4 | 68.0 | 0.957 | | 2025-09-22~2026-08-21 |
| 27 | CL=F | 87.24 | 10.6 | 60.1 | 0.853 | | 2025-09-12~2026-08-21 |
| 28 | HIMS | 33.53 | 13.4 | 57.6 | 0.939 | | 2025-09-09~2026-08-21 |
| 29 | MPX | 60.22 | 14.4 | 65.5 | 0.850 | | 2025-09-09~2026-08-21 |
| 30 | CVX | 205.60 | 16.0 | 69.4 | 0.867 | | 2025-09-09~2026-08-21 |
| 31 | BNB-USD | 677.56 | 18.4 | 81.7 | 1.275 | | 2025-12-25~2026-08-21 |
| 32 | MU | 967.22 | 18.6 | 54.4 | 0.773 | | 2025-09-09~2026-08-21 |
| 33 | XAUUSD | 4685.40 | 25.4 | 69.5 | 1.000 | | 2025-09-22~2026-08-21 |
| 34 | TSLA | 364.12 | 29.4 | 58.5 | 1.044 | | 2025-09-09~2026-08-21 |
| 35 | SOLUSDT | 91.86 | 34.4 | 81.7 | 1.225 | | 2025-12-23~2026-08-21 |
| 36 | SKHYNIX | 1730000.00 | 39.8 | 51.0 | 0.787 | | 2025-08-26~2026-08-21 |
| 37 | SAMSUNG | 281500.00 | 44.5 | 56.1 | 0.915 | | 2025-08-26~2026-08-21 |
| 38 | ETHUSDT | 2420.04 | 56.9 | 86.5 | 1.201 | | 2025-12-23~2026-08-21 |
| 39 | BTCUSDT | 77118.16 | 57.7 | 84.9 | 1.305 | | 2025-12-23~2026-08-21 |
| 40 | XRP-USD | 1.39 | 66.4 | 83.0 | 1.329 | | 2025-12-25~2026-08-21 |
edge% = pick_ret% − all_ret%(正值=pick 優於全體均值)。pick_ret%/all_ret% 皆為跨日期的幾何平均(複合報酬率),
非算術平均——因為報酬有正有負時,算術平均會高估實際複合效果(例如 +50% 與 -50% 兩期,算術平均是 0%,但每期等效複合率其實是 sqrt(0.75)-1 ≈ -13.4%)。
止跌確認:選 pick 前會先排除 Mchg(MACD柱狀圖平滑變化率)未轉正的候選(動能仍在惡化,可能是持續破底而非要反彈的健康回檔),
只從已止跌/轉強的標的中選 UPS 最低者;當天若無標的通過確認則不進場(不計入 pick_ret,但仍計入 all_ret 的全市場基準)。
上表「排行」若最超賣的標的顯示「⚠未止跌」,代表它雖然 UPS 最低但動能還在惡化,建議名額會往後遞補。
P10%/P15%/P20%/P25%:每次 pick 在持有的10個交易日「期間」(不只是第10天終點)中途曾經跌破 -10%/-15%/-20%/-25% 的機率——
只看終點報酬會低估風險(可能中途大跌、後來又回升),這幾欄是風險參考指標,跟 edge% 並列顯示,不影響排序、也不取代 edge%,
用意是讓你在同樣或接近的 edge% 之間,額外參考哪組參數的下檔風險較低。
槓桿模擬(1x pick 策略套用槓桿,含強制平倉風險)
用同一組最佳參數選出的 pick,模擬套用 2x/3x 保證金交易(非逐日重新平衡的槓桿代幣模型)後的結果:
若持有期間中途最深跌幅(MAE)跌破 -(100%÷槓桿倍數)×90%(安全係數,比理論爆倉點更早
觸發,較貼近實際交易所提前強制平倉、留有維持保證金緩衝的行為——僅為簡化模型,未含資金費率等細節),
視為當次爆倉、本金全損(-100%),不論之後價格如何回升都無法挽回。pick_ret%/all_ret% 沿用與上方 edge% 相同的
「依訊號日序列複利」假設(同一帳戶把每次結果依序滾入下一次):只要回測期間內任何一次 pick 觸發爆倉,
之後的複合報酬就會被拖成 -100%(見下表「回測期間曾經爆倉?」欄)——這正是要凸顯的風險:槓桿雖然放大單次報酬,
但只要爆倉一次,之前累積的所有獲利都會歸零、之後再怎麼漲也回不去。
| 槓桿 | pick_ret%(複合) | all_ret%(複合) | edge% |
單筆爆倉機率 | 總 pick 筆數 | 回測期間曾經爆倉? |
| 1x | +2.3545 | +1.7381 | +0.6163 | 0.00% | 1026 | 否 |
| 2x | +2.7428 | +3.2273 | -0.4845 | 0.00% | 1026 | 否 |
| 3x | -100.0000 | +4.3862 | -104.3862 | 0.97% | 1026 | 是 ⚠曾經爆倉(本金歸零) |
槓桿最佳化(lookback/權重/停損點一起搜尋,直接以槓桿後 edge% 為目標)
搜尋階段本身仍以不槓桿 edge% 導引 lookback/權重的探索範圍(與上方主搜尋相同),但每一組
已評估的候選都順便試過「不設停損」+5 個停損點候選(比例 30%, 45%, 60%, 75%, 90%
× 該槓桿的強制平倉門檻)在 2x/3x 下的 edge%,這裡從中挑出 edge% 最高的(lookback, 權重, 停損點)組合——
成本很低(不需要另外重跑網格搜尋,只是多幾次評估),但能回答「真正適合這個槓桿倍數+停損策略的參數,
和 1x 最佳參數/不設停損是否不同」。實測發現結果對停損點位置很敏感、非單調(太寬鬆的停損常常剛好是
「先鎖定虧損、之後又漲回來」的區間,比不設停損還差),所以停損點是被搜尋出來的,不是憑感覺假設的固定值。
2x 槓桿最佳化參數:lookback=240, w_rsi=-0.15, w_macd=0.65,
w_bb=0.15, w_mchg=0.35
最佳停損點:-13.50%(現貨價跌幅門檻,觸發即出場鎖定虧損)
edge=+0.4613% pick_ret=+3.9450%
all_ret=+3.4837% n_dates=1026 單筆爆倉/停損觸發機率=11.21% 回測期間曾經爆倉:否
對照上方「槓桿模擬」表的 2x 那列(spot 最佳參數、不設停損,事後套用 2x 槓桿):edge
較高
(-0.4845% → +0.4613%)——
這組參數(含停損點)是「直接以 2x 槓桿後 edge% 為目標」從同一批已評估候選中挑出的,
lookback/權重/停損點三者一起被搜尋,不是先找 spot 最佳參數再事後套用固定停損。
| rk | Symbol | Price | UPS | RSI | BB% | Cx | Date Range |
| 1 | MSFT ⚠未止跌 | 481.23 | -39.4 | 61.6 | 0.555 | | 2025-09-09~2026-08-21 |
| 2 | EWJ | 95.04 | -28.7 | 51.3 | 0.525 | | 2025-09-09~2026-08-21 |
| 3 | AMZN | 258.26 | -25.9 | 49.5 | 0.454 | | 2025-09-09~2026-08-21 |
| 4 | SPY | 765.28 | -25.6 | 53.9 | 0.551 | | 2025-09-09~2026-08-21 |
| 5 | NVDA | 215.19 | -21.5 | 51.5 | 0.544 | ↓DC | 2025-09-09~2026-08-21 |
| 6 | AXTI | 69.23 | -17.4 | 49.0 | 0.503 | | 2025-09-09~2026-08-21 |
| 7 | META | 549.09 | -12.9 | 38.3 | 0.176 | | 2025-09-09~2026-08-21 |
| 8 | AMAT | 492.16 | -12.2 | 43.1 | 0.295 | | 2025-09-09~2026-08-21 |
| 9 | ONDS | 8.72 | -11.4 | 51.3 | 0.528 | | 2025-09-09~2026-08-21 |
| 10 | UNHX 建議 | 390.80 | -11.4 | 38.9 | 0.177 | | 2025-09-09~2026-08-21 |
| 11 | VGK | 92.71 | -11.3 | 63.5 | 0.751 | | 2025-09-09~2026-08-21 |
| 12 | INTC | 90.23 | -10.8 | 39.7 | 0.282 | ↓DC | 2025-09-09~2026-08-21 |
| 13 | STX | 856.16 | -9.8 | 48.8 | 0.515 | | 2025-09-09~2026-08-21 |
| 14 | AAOI | 124.18 | -9.1 | 48.9 | 0.535 | | 2025-09-09~2026-08-21 |
| 15 | ASML | 1766.69 | -7.4 | 50.7 | 0.610 | | 2025-09-09~2026-08-21 |
| 16 | NBIS | 222.59 | -7.4 | 50.5 | 0.564 | | 2025-09-09~2026-08-21 |
| 17 | AMD | 470.88 | -5.6 | 45.2 | 0.372 | | 2025-09-09~2026-08-21 |
| 18 | GOOGL | 344.60 | -5.6 | 47.0 | 0.427 | | 2025-09-09~2026-08-21 |
| 19 | TXN | 263.80 | -5.2 | 39.0 | 0.014 | | 2025-09-09~2026-08-21 |
| 20 | TSM | 419.17 | -4.7 | 50.5 | 0.605 | | 2025-09-09~2026-08-21 |
| 21 | NATGAS | 2.81 | -4.2 | 50.2 | 0.854 | | 2025-09-22~2026-08-21 |
| 22 | GLW | 150.40 | -2.2 | 44.4 | 0.461 | | 2025-09-09~2026-08-21 |
| 23 | IBM | 235.42 | 5.4 | 49.4 | 0.652 | | 2025-09-09~2026-08-21 |
| 24 | AAPL | 308.72 | 6.1 | 46.8 | 0.386 | | 2025-09-09~2026-08-21 |
| 25 | WDC | 465.37 | 7.4 | 44.6 | 0.359 | | 2025-09-09~2026-08-21 |
| 26 | XAGUSD | 69.79 | 9.4 | 68.0 | 0.957 | | 2025-09-22~2026-08-21 |
| 27 | CL=F | 87.24 | 10.6 | 60.1 | 0.853 | | 2025-09-12~2026-08-21 |
| 28 | HIMS | 33.53 | 13.4 | 57.6 | 0.939 | | 2025-09-09~2026-08-21 |
| 29 | MPX | 60.22 | 14.4 | 65.5 | 0.850 | | 2025-09-09~2026-08-21 |
| 30 | CVX | 205.60 | 16.0 | 69.4 | 0.867 | | 2025-09-09~2026-08-21 |
| 31 | BNB-USD | 677.56 | 18.4 | 81.7 | 1.275 | | 2025-12-25~2026-08-21 |
| 32 | MU | 967.22 | 18.6 | 54.4 | 0.773 | | 2025-09-09~2026-08-21 |
| 33 | XAUUSD | 4685.40 | 25.4 | 69.5 | 1.000 | | 2025-09-22~2026-08-21 |
| 34 | TSLA | 364.12 | 29.4 | 58.5 | 1.044 | | 2025-09-09~2026-08-21 |
| 35 | SOLUSDT | 91.86 | 34.4 | 81.7 | 1.225 | | 2025-12-23~2026-08-21 |
| 36 | SKHYNIX | 1730000.00 | 39.8 | 51.0 | 0.787 | | 2025-08-26~2026-08-21 |
| 37 | SAMSUNG | 281500.00 | 44.5 | 56.1 | 0.915 | | 2025-08-26~2026-08-21 |
| 38 | ETHUSDT | 2420.04 | 56.9 | 86.5 | 1.201 | | 2025-12-23~2026-08-21 |
| 39 | BTCUSDT | 77118.16 | 57.7 | 84.9 | 1.305 | | 2025-12-23~2026-08-21 |
| 40 | XRP-USD | 1.39 | 66.4 | 83.0 | 1.329 | | 2025-12-25~2026-08-21 |
3x 槓桿最佳化參數:lookback=240, w_rsi=-0.15, w_macd=0.65,
w_bb=0.15, w_mchg=0.35
最佳停損點:-9.00%(現貨價跌幅門檻,觸發即出場鎖定虧損)
edge=-0.2461% pick_ret=+5.1532%
all_ret=+5.3993% n_dates=1026 單筆爆倉/停損觸發機率=19.79% 回測期間曾經爆倉:否
對照上方「槓桿模擬」表的 3x 那列(spot 最佳參數、不設停損,事後套用 3x 槓桿):edge
較高
(-104.3862% → -0.2461%)——
這組參數(含停損點)是「直接以 3x 槓桿後 edge% 為目標」從同一批已評估候選中挑出的,
lookback/權重/停損點三者一起被搜尋,不是先找 spot 最佳參數再事後套用固定停損。
| rk | Symbol | Price | UPS | RSI | BB% | Cx | Date Range |
| 1 | MSFT ⚠未止跌 | 481.23 | -39.4 | 61.6 | 0.555 | | 2025-09-09~2026-08-21 |
| 2 | EWJ | 95.04 | -28.7 | 51.3 | 0.525 | | 2025-09-09~2026-08-21 |
| 3 | AMZN | 258.26 | -25.9 | 49.5 | 0.454 | | 2025-09-09~2026-08-21 |
| 4 | SPY | 765.28 | -25.6 | 53.9 | 0.551 | | 2025-09-09~2026-08-21 |
| 5 | NVDA | 215.19 | -21.5 | 51.5 | 0.544 | ↓DC | 2025-09-09~2026-08-21 |
| 6 | AXTI | 69.23 | -17.4 | 49.0 | 0.503 | | 2025-09-09~2026-08-21 |
| 7 | META | 549.09 | -12.9 | 38.3 | 0.176 | | 2025-09-09~2026-08-21 |
| 8 | AMAT | 492.16 | -12.2 | 43.1 | 0.295 | | 2025-09-09~2026-08-21 |
| 9 | ONDS | 8.72 | -11.4 | 51.3 | 0.528 | | 2025-09-09~2026-08-21 |
| 10 | UNHX 建議 | 390.80 | -11.4 | 38.9 | 0.177 | | 2025-09-09~2026-08-21 |
| 11 | VGK | 92.71 | -11.3 | 63.5 | 0.751 | | 2025-09-09~2026-08-21 |
| 12 | INTC | 90.23 | -10.8 | 39.7 | 0.282 | ↓DC | 2025-09-09~2026-08-21 |
| 13 | STX | 856.16 | -9.8 | 48.8 | 0.515 | | 2025-09-09~2026-08-21 |
| 14 | AAOI | 124.18 | -9.1 | 48.9 | 0.535 | | 2025-09-09~2026-08-21 |
| 15 | ASML | 1766.69 | -7.4 | 50.7 | 0.610 | | 2025-09-09~2026-08-21 |
| 16 | NBIS | 222.59 | -7.4 | 50.5 | 0.564 | | 2025-09-09~2026-08-21 |
| 17 | AMD | 470.88 | -5.6 | 45.2 | 0.372 | | 2025-09-09~2026-08-21 |
| 18 | GOOGL | 344.60 | -5.6 | 47.0 | 0.427 | | 2025-09-09~2026-08-21 |
| 19 | TXN | 263.80 | -5.2 | 39.0 | 0.014 | | 2025-09-09~2026-08-21 |
| 20 | TSM | 419.17 | -4.7 | 50.5 | 0.605 | | 2025-09-09~2026-08-21 |
| 21 | NATGAS | 2.81 | -4.2 | 50.2 | 0.854 | | 2025-09-22~2026-08-21 |
| 22 | GLW | 150.40 | -2.2 | 44.4 | 0.461 | | 2025-09-09~2026-08-21 |
| 23 | IBM | 235.42 | 5.4 | 49.4 | 0.652 | | 2025-09-09~2026-08-21 |
| 24 | AAPL | 308.72 | 6.1 | 46.8 | 0.386 | | 2025-09-09~2026-08-21 |
| 25 | WDC | 465.37 | 7.4 | 44.6 | 0.359 | | 2025-09-09~2026-08-21 |
| 26 | XAGUSD | 69.79 | 9.4 | 68.0 | 0.957 | | 2025-09-22~2026-08-21 |
| 27 | CL=F | 87.24 | 10.6 | 60.1 | 0.853 | | 2025-09-12~2026-08-21 |
| 28 | HIMS | 33.53 | 13.4 | 57.6 | 0.939 | | 2025-09-09~2026-08-21 |
| 29 | MPX | 60.22 | 14.4 | 65.5 | 0.850 | | 2025-09-09~2026-08-21 |
| 30 | CVX | 205.60 | 16.0 | 69.4 | 0.867 | | 2025-09-09~2026-08-21 |
| 31 | BNB-USD | 677.56 | 18.4 | 81.7 | 1.275 | | 2025-12-25~2026-08-21 |
| 32 | MU | 967.22 | 18.6 | 54.4 | 0.773 | | 2025-09-09~2026-08-21 |
| 33 | XAUUSD | 4685.40 | 25.4 | 69.5 | 1.000 | | 2025-09-22~2026-08-21 |
| 34 | TSLA | 364.12 | 29.4 | 58.5 | 1.044 | | 2025-09-09~2026-08-21 |
| 35 | SOLUSDT | 91.86 | 34.4 | 81.7 | 1.225 | | 2025-12-23~2026-08-21 |
| 36 | SKHYNIX | 1730000.00 | 39.8 | 51.0 | 0.787 | | 2025-08-26~2026-08-21 |
| 37 | SAMSUNG | 281500.00 | 44.5 | 56.1 | 0.915 | | 2025-08-26~2026-08-21 |
| 38 | ETHUSDT | 2420.04 | 56.9 | 86.5 | 1.201 | | 2025-12-23~2026-08-21 |
| 39 | BTCUSDT | 77118.16 | 57.7 | 84.9 | 1.305 | | 2025-12-23~2026-08-21 |
| 40 | XRP-USD | 1.39 | 66.4 | 83.0 | 1.329 | | 2025-12-25~2026-08-21 |