ea · 100-run average
The Golden Staircase
🏆 10 wins / 100 · Profit rank #3 · DD rank #8
$4.40
0.44%
10.68%
28.22%
10 / 100
53.91%
$439.79
0
Simulation Analysis
How this EA behaved across all 100 independent market paths.
Observed across 100 independent market paths: The Golden Staircase took third place (10 wins, $4.40 average) and stayed competitive in 29 simulations.
Strategy-family context: Overall gains reflected responded to the market conditions present during this simulation when market conditions aligned with its design.
Observed risk across the sample: Large equity declines clustered in prolonged one-directional markets (peak 28.22%, spread 21.99%), though 52 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $517.07).
Best Environment
Weakest Environment
Suitable For
Performance across 100 markets
Per-run results showing how this EA behaved in each independent market scenario.
| Run | Net P/L | Return | Max DD | Win % | Trades | Position |
|---|---|---|---|---|---|---|
| #1 | -23.95 | -2.40% | 8.26% | 17.21% | 581 | #7 |
| #2 | -152.38 | -15.24% | 15.40% | 20.34% | 472 | #10 |
| #3 | -74.13 | -7.41% | 15.55% | 27.62% | 420 | #8 |
| #4 | 21.09 | 2.11% | 9.34% | 77.09% | 659 | #4 |
| #5 | 55.92 | 5.59% | 7.82% | 84.59% | 662 | #4 |
| #6 | -70.10 | -7.01% | 8.62% | 3.43% | 759 | #6 |
| #7 | -123.09 | -12.31% | 12.33% | 7.17% | 669 | #8 |
| #8 | -217.00 | -21.70% | 22.54% | 44.36% | 541 | #10 |
| #9 | -168.64 | -16.86% | 18.53% | 28.36% | 691 | #9 |
| #10 | 200.70 | 20.07% | 7.18% | 70.65% | 627 | Winner |
| #11 | 30.06 | 3.01% | 12.65% | 74.29% | 595 | #5 |
| #12 | -170.27 | -17.03% | 19.41% | 32.88% | 742 | #10 |
| #13 | -65.03 | -6.50% | 9.16% | 32.55% | 765 | #4 |
| #14 | -15.43 | -1.54% | 8.94% | 18.28% | 662 | #5 |
| #15 | 140.39 | 14.04% | 7.06% | 76.18% | 613 | #2 |
| #16 | 47.34 | 4.73% | 8.66% | 77.00% | 600 | #5 |
| #17 | 56.89 | 5.69% | 7.75% | 83.89% | 714 | #3 |
| #18 | 18.87 | 1.89% | 7.79% | 77.46% | 670 | #4 |
| #19 | 46.72 | 4.67% | 10.25% | 87.10% | 721 | #5 |
| #20 | 16.43 | 1.64% | 8.10% | 70.34% | 725 | #5 |
| #21 | -126.54 | -12.65% | 18.31% | 20.53% | 677 | #10 |
| #22 | 98.39 | 9.84% | 8.15% | 75.74% | 709 | #3 |
| #23 | -72.74 | -7.27% | 11.38% | 38.58% | 661 | #8 |
| #24 | -24.94 | -2.49% | 9.54% | 10.86% | 663 | #7 |
| #25 | 68.92 | 6.89% | 6.34% | 86.17% | 622 | #4 |
| #26 | -35.29 | -3.53% | 8.02% | 43.97% | 655 | #5 |
| #27 | -151.40 | -15.14% | 18.96% | 34.71% | 533 | #8 |
| #28 | 231.35 | 23.14% | 7.24% | 85.11% | 685 | Winner |
| #29 | -7.74 | -0.77% | 6.23% | 20.40% | 495 | #7 |
| #30 | -47.95 | -4.80% | 8.65% | 28.53% | 617 | #8 |
| #31 | -14.02 | -1.40% | 8.77% | 20.94% | 721 | #8 |
| #32 | 47.44 | 4.74% | 8.08% | 78.09% | 680 | #5 |
| #33 | 240.26 | 24.03% | 6.97% | 86.98% | 699 | Winner |
| #34 | 80.31 | 8.03% | 9.50% | 89.15% | 645 | #2 |
| #35 | -173.85 | -17.39% | 19.74% | 24.37% | 710 | #10 |
| #36 | 96.09 | 9.61% | 6.72% | 88.84% | 663 | #4 |
| #37 | -156.51 | -15.65% | 17.52% | 23.93% | 677 | #9 |
| #38 | 44.86 | 4.49% | 8.10% | 91.49% | 599 | #5 |
| #39 | 131.64 | 13.16% | 8.66% | 88.69% | 743 | #5 |
| #40 | -143.07 | -14.31% | 16.37% | 22.61% | 690 | #7 |
| #41 | 103.24 | 10.32% | 8.09% | 65.02% | 526 | Winner |
| #42 | -99.66 | -9.97% | 11.37% | 33.95% | 645 | #8 |
| #43 | 116.64 | 11.66% | 7.90% | 81.02% | 664 | #4 |
| #44 | -86.70 | -8.67% | 14.64% | 17.97% | 718 | #8 |
| #45 | -94.66 | -9.47% | 15.68% | 18.41% | 690 | #8 |
| #46 | -117.57 | -11.76% | 14.54% | 19.03% | 720 | #8 |
| #47 | -12.32 | -1.23% | 9.01% | 25.60% | 500 | #5 |
| #48 | -118.75 | -11.88% | 14.42% | 18.69% | 701 | #8 |
| #49 | -172.61 | -17.26% | 19.48% | 2.46% | 691 | #10 |
| #50 | -102.63 | -10.26% | 10.72% | 41.70% | 657 | #8 |
| #51 | -81.98 | -8.20% | 10.93% | 39.67% | 736 | #7 |
| #52 | 179.07 | 17.91% | 6.83% | 77.14% | 630 | #3 |
| #53 | 12.79 | 1.28% | 8.28% | 74.52% | 420 | #5 |
| #54 | -276.81 | -27.68% | 28.22% | 25.75% | 769 | #10 |
| #55 | -181.83 | -18.18% | 18.51% | 28.38% | 592 | #10 |
| #56 | -66.09 | -6.61% | 11.56% | 14.98% | 534 | #7 |
| #57 | 86.85 | 8.69% | 7.95% | 77.01% | 435 | Winner |
| #58 | 105.62 | 10.56% | 8.09% | 84.12% | 743 | #2 |
| #59 | 80.22 | 8.02% | 7.63% | 74.22% | 574 | #3 |
| #60 | -74.99 | -7.50% | 8.78% | 42.99% | 635 | #10 |
| #61 | -141.21 | -14.12% | 18.62% | 24.27% | 688 | #9 |
| #62 | 181.65 | 18.17% | 7.41% | 83.24% | 692 | #2 |
| #63 | -120.41 | -12.04% | 12.42% | 19.18% | 662 | #10 |
| #64 | -182.68 | -18.27% | 20.20% | 19.43% | 566 | #10 |
| #65 | 191.46 | 19.15% | 7.38% | 87.20% | 719 | #2 |
| #66 | 46.36 | 4.64% | 7.61% | 78.06% | 661 | #6 |
| #67 | -104.39 | -10.44% | 11.14% | 20.92% | 564 | #8 |
| #68 | 185.88 | 18.59% | 7.49% | 85.38% | 554 | Winner |
| #69 | 53.72 | 5.37% | 8.09% | 84.62% | 572 | #8 |
| #70 | -96.76 | -9.68% | 9.97% | 41.94% | 682 | #7 |
| #71 | 23.51 | 2.35% | 7.78% | 78.77% | 702 | #2 |
| #72 | 140.10 | 14.01% | 8.09% | 85.65% | 634 | #3 |
| #73 | -103.40 | -10.34% | 13.17% | 37.99% | 587 | #9 |
| #74 | 48.45 | 4.85% | 8.49% | 92.07% | 744 | #5 |
| #75 | 217.12 | 21.71% | 8.20% | 87.00% | 731 | #2 |
| #76 | -57.39 | -5.74% | 8.08% | 35.25% | 678 | #5 |
| #77 | 86.50 | 8.65% | 7.43% | 80.27% | 446 | Winner |
| #78 | 84.02 | 8.40% | 9.08% | 80.71% | 617 | #3 |
| #79 | 67.52 | 6.75% | 9.49% | 76.98% | 530 | #3 |
| #80 | 39.10 | 3.91% | 9.81% | 73.91% | 801 | #5 |
| #81 | -41.61 | -4.16% | 8.21% | 29.43% | 513 | #6 |
| #82 | 116.44 | 11.64% | 8.16% | 76.24% | 787 | #3 |
| #83 | 57.60 | 5.76% | 8.59% | 82.60% | 793 | #4 |
| #84 | 214.07 | 21.41% | 7.33% | 83.63% | 892 | #2 |
| #85 | 94.95 | 9.50% | 7.98% | 70.27% | 619 | #5 |
| #86 | -172.65 | -17.27% | 17.26% | 33.69% | 647 | #10 |
| #87 | 71.23 | 7.12% | 9.13% | 78.55% | 718 | #5 |
| #88 | -192.25 | -19.23% | 21.91% | 12.41% | 733 | #10 |
| #89 | -8.38 | -0.84% | 8.16% | 15.79% | 494 | #8 |
| #90 | 149.11 | 14.91% | 8.56% | 87.05% | 718 | Winner |
| #91 | 171.62 | 17.16% | 7.93% | 88.10% | 748 | Winner |
| #92 | -83.35 | -8.33% | 9.35% | 3.49% | 802 | #8 |
| #93 | -6.73 | -0.67% | 8.37% | 20.14% | 690 | #8 |
| #94 | 172.14 | 17.21% | 7.91% | 65.91% | 833 | #3 |
| #95 | -54.99 | -5.50% | 9.44% | 30.92% | 718 | #6 |
| #96 | 142.52 | 14.25% | 6.30% | 91.50% | 718 | #2 |
| #97 | 180.06 | 18.01% | 7.47% | 67.06% | 765 | Winner |
| #98 | 95.77 | 9.58% | 8.47% | 91.41% | 768 | #3 |
| #99 | 49.57 | 4.96% | 8.10% | 80.54% | 632 | #5 |
| #100 | 88.09 | 8.81% | 8.04% | 76.82% | 781 | #4 |