[Mine-Q] Trend + momentum ensemble
public
@djgambhirBNBUSDT · 12h · 2022-01-01 → 2026-09-01 · 3,409 bars in 7.2ms
Underperformed the market. Holding BNBUSDT returned +33.87% over the same period, against this strategy’s +14.77%.
Net P&L
+14.77%
$1,477.44
Max drawdown
-17.98%
Max run-up
+40.96%
Trades
114
34.2% win rate
Profit factor
1.23
2022-01-01drawdown · worst -17.98%2026-09-01
TrainingValidationOut-of-sample
| Segment | Period | Return | Max drawdown | Trades | Win rate |
|---|---|---|---|---|---|
| Training | 2022-01-01 → 2024-10-19 | +26.20% | -10.15% | 62 | 37% |
| Validation | 2024-10-19 → 2025-09-25 | -3.71% | -11.70% | 23 | 39% |
| Out-of-sample | 2025-09-25 → 2026-09-01 | -5.55% | -12.14% | 29 | 24% |
Risk-adjusted
- Sharpe
- 0.29
- Sortino
- 0.42
- Calmar
- 0.17
- Return ÷ max drawdown
- 0.82
- CAGR
- +3.00%
- Exposure
- 71.7%
Per trade
- Expectancy
- $12.96 · +0.59%
- Average win / loss
- $205.02 / −$86.91
- Payoff ratio
- 2.36
- Largest win / loss
- $2,144.32 / −$371.37
- Longest losing streak(winning: 3)
- 7 trades
Drawdown over time
- Max drawdown
- -17.98%
- Longest time under water(still going at the end)
- 900 days
- Worst drawdown recovered in
- not recovered
Costs and mechanics
- Fees paid
- −$317.32
- Funding
- −$45.24
- Liquidations
- 0
- Warmup bars(loaded before the start date)
- 202
- Benchmark(buy and hold)
- +33.87%
Monte Carlo
1,000 alternative histories, each 114 trades drawn at random from this run’s own. The bands hold the middle 50% and 90% of them; the solid line is what actually happened.
this runmedian of the historiesmiddle 50% · 90%
| Unlucky (5%) | Typical | Lucky (95%) | |
|---|---|---|---|
| Return | -18.89% | +12.19% | +80.06% |
| Max drawdown | -27.54% | -15.29% | -7.95% |
30% of histories lost money, and 34% had a deeper drawdown than this run’s -17.98%. Assumes trades are independent; real losing streaks cluster, so the true spread is usually wider.
Settings
- ema200 length
- 200
- ema50 length
- 50
- roc20 length
- 20
- macd fast length
- 12
- macd slow length
- 26
- macd signal length
- 9
- atr14 length
- 14
- Long entry: roc20 > ▢
- 0
- Long entry: macd.hist > ▢
- 0
- Short entry: roc20 < ▢
- 0
- Short entry: macd.hist < ▢
- 0
- Stop loss (× atr14)
- 3
- Leverage (×)
- 1
- Position size (% of equity)
- 25
BNBUSDT with every trade
Loading prices…
▲ long opened▼ short opened● closed at a profit● closed at a loss
Trades
114 trades
| # | Side | Entry | Exit | Held | P&L | Return | Closed by |
|---|---|---|---|---|---|---|---|
| 1 | short | 2022-01-01 12:00 @ 513.60 | 2022-01-17 00:00 @ 498.04 | 15d 12h | $38.80 | +1.55% | signal |
| 2 | short | 2022-01-21 12:00 @ 426.35 | 2022-02-05 12:00 @ 422.46 | 15d | $13.10 | +0.52% | signal |
| 3 | short | 2022-02-18 12:00 @ 402.87 | 2022-03-01 00:00 @ 395.55 | 10d 12h | $37.23 | +1.48% | signal |
| 4 | short | 2022-03-11 00:00 @ 371.68 | 2022-03-17 00:00 @ 385.32 | 6d | −$97.38 | -3.86% | signal |
| 5 | long | 2022-03-28 00:00 @ 430.57 | 2022-04-07 00:00 @ 419.79 | 10d | −$65.23 | -2.61% | signal |
| 6 | short | 2022-04-09 00:00 @ 421.15 | 2022-04-09 12:00 @ 426.48 | 12h | −$33.90 | -1.37% | signal |
| 7 | short | 2022-04-10 12:00 @ 424.14 | 2022-04-14 00:00 @ 423.11 | 3d 12h | $3.00 | +0.12% | signal |
| 8 | short | 2022-04-14 12:00 @ 417.06 | 2022-04-19 12:00 @ 418.87 | 5d | −$14.14 | -0.57% | signal |
| 9 | long | 2022-04-20 12:00 @ 428.12 | 2022-04-21 00:00 @ 417.94 | 12h | −$61.18 | -2.48% | signal |
| 10 | long | 2022-04-21 12:00 @ 424.25 | 2022-04-22 00:00 @ 404.58 | 12h | −$116.26 | -4.74% | signal |
| 11 | short | 2022-04-23 00:00 @ 406.37 | 2022-05-05 00:00 @ 402.38 | 12d | $14.44 | +0.60% | signal |
| 12 | short | 2022-05-06 12:00 @ 374.78 | 2022-07-06 12:00 @ 236.52 | 61d | $831.75 | +34.23% | signal |
| 13 | short | 2022-07-27 00:00 @ 249.24 | 2022-07-27 12:00 @ 252.42 | 12h | −$36.57 | -1.39% | signal |
| 14 | long | 2022-07-30 00:00 @ 293.96 | 2022-08-19 00:00 @ 297.90 | 20d | $34.69 | +1.32% | signal |
| 15 | short | 2022-08-19 12:00 @ 281.83 | 2022-08-22 00:00 @ 301.67 | 2d 12h | −$190.94 | -7.24% | signal |
| 16 | short | 2022-08-27 00:00 @ 279.25 | 2022-09-09 12:00 @ 291.83 | 13d 12h | −$128.63 | -4.97% | signal |
| 17 | long | 2022-09-10 00:00 @ 293.20 | 2022-09-14 00:00 @ 277.16 | 4d | −$142.10 | -5.56% | signal |
| 18 | short | 2022-09-16 00:00 @ 270.89 | 2022-09-24 12:00 @ 280.26 | 8d 12h | −$95.53 | -3.79% | signal |
| 19 | long | 2022-10-03 12:00 @ 286.36 | 2022-10-08 00:00 @ 282.09 | 4d 12h | −$39.21 | -1.57% | signal |
| 20 | short | 2022-10-09 00:00 @ 276.18 | 2022-10-24 00:00 @ 275.80 | 15d | −$2.15 | -0.09% | signal |
| 21 | long | 2022-10-26 00:00 @ 284.11 | 2022-11-09 12:00 @ 304.12 | 14d 12h | $183.21 | +7.37% | signal |
| 22 | short | 2022-11-10 00:00 @ 266.48 | 2022-11-23 12:00 @ 296.51 | 13d 12h | −$299.79 | -11.83% | signal |
| 23 | long | 2022-11-24 00:00 @ 298.52 | 2022-12-02 00:00 @ 292.24 | 8d | −$10.26 | -0.42% | signal |
| 24 | short | 2022-12-04 12:00 @ 289.58 | 2022-12-05 12:00 @ 295.86 | 1d | −$55.71 | -2.27% | signal |
| 25 | short | 2022-12-06 00:00 @ 288.34 | 2023-01-04 12:00 @ 254.80 | 29d 12h | $261.46 | +10.71% | signal |
| 26 | long | 2023-01-09 00:00 @ 274.75 | 2023-02-10 00:00 @ 305.85 | 32d | $276.19 | +11.02% | signal |
| 27 | long | 2023-02-20 00:00 @ 311.33 | 2023-02-22 12:00 @ 307.66 | 2d 12h | −$32.73 | -1.27% | signal |
| 28 | long | 2023-02-23 00:00 @ 312.45 | 2023-02-23 12:00 @ 306.80 | 12h | −$49.01 | -1.91% | signal |
| 29 | short | 2023-03-03 12:00 @ 289.40 | 2023-03-13 12:00 @ 297.01 | 10d | −$77.04 | -3.01% | signal |
| 30 | long | 2023-03-14 00:00 @ 307.99 | 2023-03-28 00:00 @ 310.13 | 14d | $80.41 | +3.17% | signal |
| 31 | long | 2023-04-11 00:00 @ 318.57 | 2023-04-20 00:00 @ 322.31 | 9d | $21.08 | +0.82% | signal |
| 32 | long | 2023-04-26 00:00 @ 338.10 | 2023-04-28 12:00 @ 321.83 | 2d 12h | −$107.90 | -4.21% | signal |
| 33 | long | 2023-05-01 12:00 @ 334.34 | 2023-05-02 12:00 @ 324.08 | 1d | −$70.52 | -2.78% | signal |
| 34 | short | 2023-05-09 00:00 @ 313.49 | 2023-05-23 12:00 @ 314.00 | 14d 12h | −$13.85 | -0.55% | reverse |
| 35 | long | 2023-05-24 00:00 @ 313.56 | 2023-05-24 12:00 @ 308.73 | 12h | −$41.25 | -1.64% | signal |
| 36 | short | 2023-05-26 00:00 @ 304.66 | 2023-05-29 00:00 @ 314.42 | 3d | −$82.78 | -3.31% | signal |
| 37 | long | 2023-05-29 12:00 @ 315.47 | 2023-05-30 00:00 @ 311.91 | 12h | −$30.98 | -1.25% | signal |
| 38 | long | 2023-05-30 12:00 @ 314.15 | 2023-05-31 00:00 @ 311.47 | 12h | −$23.88 | -0.96% | signal |
| 39 | short | 2023-06-01 12:00 @ 304.77 | 2023-07-11 00:00 @ 246.02 | 39d 12h | $467.96 | +18.95% | signal |
| 40 | short | 2023-07-21 00:00 @ 242.89 | 2023-07-31 12:00 @ 243.56 | 10d 12h | −$5.90 | -0.23% | signal |
| 41 | short | 2023-08-11 12:00 @ 240.77 | 2023-08-30 00:00 @ 226.92 | 18d 12h | $126.51 | +4.89% | signal |
| 42 | short | 2023-09-03 00:00 @ 214.29 | 2023-09-18 12:00 @ 219.90 | 15d 12h | −$71.36 | -2.73% | signal |
| 43 | short | 2023-09-22 12:00 @ 211.18 | 2023-09-27 12:00 @ 215.52 | 5d | −$55.64 | -2.14% | signal |
| 44 | short | 2023-10-06 12:00 @ 212.12 | 2023-10-16 12:00 @ 212.90 | 10d | −$11.62 | -0.45% | signal |
| 45 | long | 2023-10-24 00:00 @ 228.86 | 2023-11-22 00:00 @ 225.61 | 29d | −$73.11 | -2.83% | signal |
| 46 | short | 2023-11-27 00:00 @ 231.86 | 2023-12-05 00:00 @ 233.70 | 8d | −$12.71 | -0.50% | reverse |
| 47 | long | 2023-12-08 00:00 @ 232.86 | 2023-12-18 00:00 @ 238.92 | 10d | $66.24 | +2.59% | signal |
| 48 | long | 2023-12-20 12:00 @ 255.32 | 2024-01-23 12:00 @ 295.80 | 34d | $521.71 | +20.25% | signal |
| 49 | long | 2024-02-05 12:00 @ 304.88 | 2024-02-06 00:00 @ 301.07 | 12h | −$36.39 | -1.34% | signal |
| 50 | long | 2024-02-08 00:00 @ 307.47 | 2024-04-14 00:00 @ 553.23 | 66d | $2,144.32 | +79.48% | signal |
| 51 | long | 2024-04-23 00:00 @ 604.49 | 2024-04-30 12:00 @ 567.78 | 7d 12h | −$166.94 | -5.16% | signal |
| 52 | long | 2024-05-07 12:00 @ 592.43 | 2024-05-08 00:00 @ 575.75 | 12h | −$93.00 | -2.91% | signal |
| 53 | long | 2024-05-09 12:00 @ 595.09 | 2024-05-15 00:00 @ 566.47 | 5d 12h | −$146.98 | -4.64% | signal |
| 54 | long | 2024-05-21 00:00 @ 599.84 | 2024-06-11 00:00 @ 624.87 | 21d | $109.84 | +3.51% | signal |
| 55 | short | 2024-06-25 00:00 @ 567.84 | 2024-07-15 12:00 @ 562.17 | 20d 12h | $28.97 | +0.92% | signal |
| 56 | long | 2024-07-16 00:00 @ 585.22 | 2024-07-25 12:00 @ 564.30 | 9d 12h | −$116.33 | -3.67% | signal |
| 57 | short | 2024-08-03 00:00 @ 543.04 | 2024-08-18 00:00 @ 541.92 | 15d | $2.84 | +0.09% | signal |
| 58 | long | 2024-08-20 00:00 @ 558.87 | 2024-08-27 00:00 @ 547.92 | 7d | −$59.24 | -1.89% | signal |
| 59 | short | 2024-08-28 00:00 @ 533.06 | 2024-09-12 00:00 @ 530.43 | 15d | $12.19 | +0.39% | signal |
| 60 | long | 2024-09-12 12:00 @ 545.18 | 2024-10-01 00:00 @ 567.54 | 18d 12h | $128.42 | +4.11% | signal |
| 61 | short | 2024-10-02 00:00 @ 546.86 | 2024-10-07 00:00 @ 570.37 | 5d | −$139.58 | -4.42% | signal |
| 62 | long | 2024-10-12 00:00 @ 573.87 | 2024-10-23 12:00 @ 582.24 | 11d 12h | $41.29 | +1.32% | signal |
| 63 | long | 2024-10-29 00:00 @ 601.49 | 2024-10-31 12:00 @ 586.73 | 2d 12h | −$81.63 | -2.60% | signal |
| 64 | short | 2024-11-03 12:00 @ 557.29 | 2024-11-06 12:00 @ 582.32 | 3d | −$142.95 | -4.59% | signal |
| 65 | long | 2024-11-07 00:00 @ 592.73 | 2024-11-21 00:00 @ 605.72 | 14d | $45.15 | +1.47% | signal |
| 66 | long | 2024-11-23 12:00 @ 663.66 | 2024-11-27 00:00 @ 613.82 | 3d 12h | −$241.51 | -7.82% | signal |
| 67 | long | 2024-11-28 12:00 @ 660.63 | 2024-12-19 00:00 @ 686.37 | 20d 12h | $81.91 | +2.70% | signal |
| 68 | short | 2024-12-20 12:00 @ 619.36 | 2024-12-24 00:00 @ 694.03 | 3d 12h | −$371.37 | -12.18% | signal |
| 69 | long | 2024-12-29 00:00 @ 722.28 | 2025-01-08 00:00 @ 697.02 | 10d | −$105.52 | -3.57% | signal |
| 70 | long | 2025-01-16 00:00 @ 714.51 | 2025-01-19 12:00 @ 683.38 | 3d 12h | −$131.04 | -4.47% | signal |
| 71 | short | 2025-01-27 12:00 @ 650.94 | 2025-02-11 12:00 @ 643.45 | 15d | $28.94 | +1.00% | signal |
| 72 | long | 2025-02-13 00:00 @ 696.91 | 2025-02-19 00:00 @ 647.93 | 6d | −$202.23 | -6.96% | signal |
| 73 | short | 2025-02-24 12:00 @ 639.82 | 2025-03-16 00:00 @ 619.73 | 19d 12h | $79.75 | +2.79% | signal |
| 74 | long | 2025-03-21 12:00 @ 634.83 | 2025-03-29 00:00 @ 619.11 | 7d 12h | −$62.36 | -2.17% | reverse |
| 75 | short | 2025-03-29 12:00 @ 600.53 | 2025-04-13 00:00 @ 597.23 | 14d 12h | $2.71 | +0.09% | signal |
| 76 | long | 2025-04-23 00:00 @ 618.39 | 2025-05-02 12:00 @ 597.58 | 9d 12h | −$95.73 | -3.35% | signal |
| 77 | short | 2025-05-03 00:00 @ 600.49 | 2025-05-04 00:00 @ 599.19 | 1d | $3.19 | +0.11% | signal |
| 78 | short | 2025-05-04 12:00 @ 593.45 | 2025-05-07 00:00 @ 602.68 | 2d 12h | −$50.58 | -1.78% | signal |
| 79 | long | 2025-05-08 12:00 @ 614.18 | 2025-05-31 00:00 @ 654.87 | 22d 12h | $183.69 | +6.51% | signal |
| 80 | short | 2025-06-06 00:00 @ 632.77 | 2025-06-09 12:00 @ 655.36 | 3d 12h | −$107.11 | -3.73% | signal |
| 81 | long | 2025-06-10 00:00 @ 665.74 | 2025-06-13 00:00 @ 654.28 | 3d | −$51.69 | -1.82% | signal |
| 82 | short | 2025-06-22 00:00 @ 628.62 | 2025-06-28 12:00 @ 646.33 | 6d 12h | −$83.77 | -2.96% | reverse |
| 83 | long | 2025-06-29 00:00 @ 648.50 | 2025-07-02 00:00 @ 645.99 | 3d | −$13.67 | -0.49% | signal |
| 84 | long | 2025-07-02 12:00 @ 657.51 | 2025-08-03 00:00 @ 736.82 | 31d 12h | $327.26 | +11.66% | signal |
| 85 | long | 2025-08-09 12:00 @ 812.31 | 2025-09-26 12:00 @ 937.63 | 48d | $426.62 | +14.78% | signal |
| 86 | long | 2025-09-30 12:00 @ 1,015.27 | 2025-10-10 12:00 @ 929.57 | 10d | −$258.30 | -8.63% | stop loss |
| 87 | long | 2025-10-27 12:00 @ 1,180.29 | 2025-10-29 00:00 @ 1,102.12 | 1d 12h | −$196.52 | -6.71% | signal |
| 88 | long | 2025-10-29 12:00 @ 1,113.89 | 2025-10-30 00:00 @ 1,107.47 | 12h | −$19.48 | -0.68% | signal |
| 89 | short | 2025-11-04 12:00 @ 958.05 | 2025-12-04 00:00 @ 921.37 | 29d 12h | $109.10 | +3.79% | signal |
| 90 | short | 2025-12-13 12:00 @ 892.52 | 2025-12-31 12:00 @ 869.75 | 18d | $73.56 | +2.53% | signal |
| 91 | long | 2026-01-06 00:00 @ 911.08 | 2026-01-21 00:00 @ 884.53 | 15d | −$92.49 | -3.17% | signal |
| 92 | short | 2026-01-21 12:00 @ 870.64 | 2026-01-28 00:00 @ 899.03 | 6d 12h | −$96.64 | -3.33% | signal |
| 93 | short | 2026-01-30 12:00 @ 842.66 | 2026-03-04 12:00 @ 650.63 | 33d | $652.25 | +22.70% | signal |
| 94 | short | 2026-03-08 00:00 @ 620.13 | 2026-03-10 12:00 @ 645.52 | 2d 12h | −$127.45 | -4.20% | signal |
| 95 | short | 2026-03-20 12:00 @ 641.20 | 2026-03-25 12:00 @ 648.70 | 5d | −$38.51 | -1.28% | signal |
| 96 | short | 2026-03-26 00:00 @ 647.71 | 2026-04-08 00:00 @ 620.73 | 13d | $122.11 | +4.08% | signal |
| 97 | short | 2026-04-27 12:00 @ 627.52 | 2026-04-28 00:00 @ 627.30 | 12h | −$1.92 | -0.06% | signal |
| 98 | short | 2026-04-28 12:00 @ 622.08 | 2026-04-29 12:00 @ 626.47 | 1d | −$24.12 | -0.80% | signal |
| 99 | short | 2026-04-30 12:00 @ 615.91 | 2026-05-04 12:00 @ 623.36 | 4d | −$38.63 | -1.28% | signal |
| 100 | short | 2026-05-05 00:00 @ 622.92 | 2026-05-05 12:00 @ 629.23 | 12h | −$33.26 | -1.10% | signal |
| 101 | long | 2026-05-12 00:00 @ 671.09 | 2026-05-18 12:00 @ 641.90 | 6d 12h | −$135.36 | -4.51% | signal |
| 102 | short | 2026-05-19 00:00 @ 643.72 | 2026-05-21 00:00 @ 649.93 | 2d | −$31.12 | -1.05% | signal |
| 103 | short | 2026-05-21 12:00 @ 647.93 | 2026-05-22 00:00 @ 658.95 | 12h | −$53.16 | -1.80% | signal |
| 104 | short | 2026-05-22 12:00 @ 658.20 | 2026-05-23 00:00 @ 650.97 | 12h | $29.43 | +1.00% | signal |
| 105 | short | 2026-05-23 12:00 @ 640.34 | 2026-05-24 00:00 @ 656.76 | 12h | −$78.73 | -2.67% | signal |
| 106 | short | 2026-05-28 00:00 @ 648.96 | 2026-05-30 12:00 @ 674.33 | 2d 12h | −$116.88 | -3.98% | signal |
| 107 | long | 2026-05-31 00:00 @ 719.15 | 2026-06-02 12:00 @ 663.97 | 2d 12h | −$226.42 | -7.79% | stop loss |
| 108 | short | 2026-06-03 12:00 @ 637.61 | 2026-07-06 00:00 @ 590.43 | 32d 12h | $213.47 | +7.49% | signal |
| 109 | short | 2026-07-14 00:00 @ 567.74 | 2026-07-15 00:00 @ 582.35 | 1d | −$77.21 | -2.66% | signal |
| 110 | short | 2026-07-17 12:00 @ 565.08 | 2026-07-21 12:00 @ 577.23 | 4d | −$63.35 | -2.20% | signal |
| 111 | short | 2026-07-23 00:00 @ 571.28 | 2026-07-27 00:00 @ 575.74 | 4d | −$23.87 | -0.83% | signal |
| 112 | short | 2026-07-28 12:00 @ 567.03 | 2026-07-30 00:00 @ 591.15 | 1d 12h | −$123.80 | -4.33% | stop loss |
| 113 | long | 2026-08-09 12:00 @ 604.46 | 2026-08-19 12:00 @ 602.96 | 10d | −$12.35 | -0.44% | reverse |
| 114 | long | 2026-08-20 12:00 @ 646.36 | 2026-09-01 00:00 @ 687.55 | 11d 12h | $171.10 | +6.05% | end of data |
How this was run
Orders fill at the next bar’s open, never at the close that produced the signal. When one bar’s range covered both the stop and the target, the stop was taken, because the data cannot say which came first. Fees, slippage and funding are all charged.
Warmup history was loaded from before 2022-01-01 so the requested window is fully tradable.