ea · 100-run average
The Golden Staircase
🏆 12 wins / 100 · Profit rank #3 · DD rank #8
$11.88
1.19%
10.10%
29.93%
12 / 100
55.08%
$1188.32
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 (12 wins, $11.88 average) and stayed competitive in 33 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 29.93%, spread 24.26%), though 56 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $527.70).
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 | -64.22 | -6.42% | 10.75% | 13.88% | 526 | #8 |
| #2 | 36.83 | 3.68% | 8.09% | 77.18% | 447 | #5 |
| #3 | 153.07 | 15.31% | 8.88% | 60.14% | 710 | Winner |
| #4 | -2.21 | -0.22% | 5.67% | 9.52% | 525 | #4 |
| #5 | -55.30 | -5.53% | 8.22% | 33.27% | 550 | #4 |
| #6 | 41.20 | 4.12% | 8.74% | 77.65% | 698 | #3 |
| #7 | -0.40 | -0.04% | 10.94% | 19.66% | 702 | #4 |
| #8 | 108.33 | 10.83% | 8.14% | 82.86% | 671 | #3 |
| #9 | 39.56 | 3.96% | 8.68% | 80.36% | 774 | #8 |
| #10 | 53.30 | 5.33% | 7.95% | 76.58% | 491 | #4 |
| #11 | 35.06 | 3.51% | 8.28% | 78.46% | 636 | #5 |
| #12 | 51.24 | 5.12% | 8.31% | 74.76% | 527 | #4 |
| #13 | -105.49 | -10.55% | 10.61% | 22.36% | 662 | #8 |
| #14 | 37.85 | 3.79% | 8.17% | 76.12% | 670 | #3 |
| #15 | 90.71 | 9.07% | 8.09% | 69.92% | 655 | #6 |
| #16 | 177.69 | 17.77% | 7.35% | 89.85% | 660 | Winner |
| #17 | 120.95 | 12.10% | 8.09% | 77.04% | 675 | #2 |
| #18 | -168.57 | -16.86% | 17.14% | 19.93% | 582 | #9 |
| #19 | 71.18 | 7.12% | 8.00% | 77.33% | 666 | #5 |
| #20 | 49.03 | 4.90% | 9.18% | 74.62% | 457 | #3 |
| #21 | -71.30 | -7.13% | 10.93% | 14.55% | 749 | #9 |
| #22 | -80.49 | -8.05% | 8.88% | 42.27% | 634 | #10 |
| #23 | -140.88 | -14.09% | 14.53% | 27.51% | 607 | #8 |
| #24 | 91.47 | 9.15% | 7.92% | 87.16% | 670 | Winner |
| #25 | -71.91 | -7.19% | 8.43% | 39.18% | 564 | #8 |
| #26 | 5.61 | 0.56% | 7.16% | 72.98% | 618 | #4 |
| #27 | 173.04 | 17.30% | 8.23% | 88.76% | 623 | #2 |
| #28 | -94.85 | -9.49% | 9.63% | 26.29% | 700 | #9 |
| #29 | 69.29 | 6.93% | 7.65% | 87.98% | 649 | #5 |
| #30 | -168.03 | -16.80% | 17.67% | 20.35% | 688 | #10 |
| #31 | -66.76 | -6.68% | 8.65% | 35.01% | 597 | #6 |
| #32 | 181.99 | 18.20% | 6.87% | 84.98% | 759 | #2 |
| #33 | 110.74 | 11.07% | 8.30% | 90.42% | 668 | #4 |
| #34 | -34.59 | -3.46% | 8.33% | 18.88% | 789 | #5 |
| #35 | -165.10 | -16.51% | 16.51% | 33.92% | 625 | #10 |
| #36 | -67.86 | -6.79% | 15.13% | 25.08% | 614 | #9 |
| #37 | 211.01 | 21.10% | 7.81% | 87.62% | 638 | Winner |
| #38 | 143.80 | 14.38% | 10.01% | 78.57% | 672 | Winner |
| #39 | 42.20 | 4.22% | 9.19% | 78.83% | 732 | #3 |
| #40 | -87.67 | -8.77% | 9.21% | 41.27% | 458 | #9 |
| #41 | -156.98 | -15.70% | 17.41% | 9.27% | 561 | #8 |
| #42 | -65.43 | -6.54% | 10.66% | 1.63% | 614 | #9 |
| #43 | 36.80 | 3.68% | 8.28% | 76.77% | 663 | #8 |
| #44 | 4.75 | 0.48% | 7.31% | 53.71% | 715 | #4 |
| #45 | -34.72 | -3.47% | 8.38% | 18.78% | 756 | #8 |
| #46 | 6.19 | 0.62% | 7.94% | 29.14% | 707 | #6 |
| #47 | 223.24 | 22.32% | 9.24% | 81.47% | 750 | Winner |
| #48 | 196.14 | 19.61% | 6.52% | 87.39% | 658 | Winner |
| #49 | 124.64 | 12.46% | 7.55% | 77.76% | 571 | #3 |
| #50 | -145.52 | -14.55% | 14.55% | 39.39% | 688 | #9 |
| #51 | 201.08 | 20.11% | 8.47% | 82.83% | 629 | Winner |
| #52 | 131.60 | 13.16% | 8.59% | 79.04% | 606 | #2 |
| #53 | 61.56 | 6.16% | 8.04% | 79.03% | 639 | #7 |
| #54 | -133.80 | -13.38% | 14.79% | 31.38% | 666 | #8 |
| #55 | 79.90 | 7.99% | 7.15% | 85.04% | 702 | #2 |
| #56 | -144.07 | -14.41% | 14.91% | 39.63% | 641 | #10 |
| #57 | 96.75 | 9.68% | 8.14% | 87.32% | 678 | #4 |
| #58 | -50.65 | -5.07% | 7.97% | 33.33% | 504 | #7 |
| #59 | -125.36 | -12.54% | 15.23% | 4.93% | 548 | #9 |
| #60 | 39.47 | 3.95% | 7.68% | 75.97% | 670 | #5 |
| #61 | 98.79 | 9.88% | 8.16% | 85.52% | 718 | #3 |
| #62 | 37.92 | 3.79% | 7.84% | 73.17% | 518 | #3 |
| #63 | 78.83 | 7.88% | 9.02% | 88.66% | 538 | #2 |
| #64 | -91.57 | -9.16% | 10.94% | 17.87% | 666 | #8 |
| #65 | -138.23 | -13.82% | 15.01% | 20.96% | 644 | #10 |
| #66 | 109.32 | 10.93% | 9.63% | 80.63% | 764 | #3 |
| #67 | -130.26 | -13.03% | 16.61% | 29.78% | 712 | #8 |
| #68 | -287.48 | -28.75% | 29.93% | 38.75% | 720 | #10 |
| #69 | -98.99 | -9.90% | 10.04% | 6.51% | 461 | #10 |
| #70 | 92.10 | 9.21% | 6.57% | 78.87% | 639 | #5 |
| #71 | -38.78 | -3.88% | 8.97% | 22.57% | 700 | #8 |
| #72 | -189.54 | -18.95% | 19.26% | 34.06% | 646 | #10 |
| #73 | -155.17 | -15.52% | 18.10% | 9.14% | 591 | #9 |
| #74 | -52.90 | -5.29% | 8.73% | 22.82% | 609 | #8 |
| #75 | 177.98 | 17.80% | 6.67% | 92.11% | 659 | #3 |
| #76 | 102.93 | 10.29% | 6.09% | 83.14% | 688 | #4 |
| #77 | 127.46 | 12.75% | 7.92% | 84.81% | 586 | #2 |
| #78 | -108.95 | -10.90% | 11.16% | 21.26% | 649 | #6 |
| #79 | 9.27 | 0.93% | 9.30% | 71.96% | 485 | #4 |
| #80 | -114.61 | -11.46% | 14.57% | 31.30% | 687 | #10 |
| #81 | -93.08 | -9.31% | 13.17% | 18.75% | 496 | #8 |
| #82 | 149.07 | 14.91% | 6.50% | 73.71% | 753 | #5 |
| #83 | 240.22 | 24.02% | 7.95% | 87.96% | 673 | Winner |
| #84 | -119.85 | -11.99% | 12.90% | 30.50% | 695 | #9 |
| #85 | 35.03 | 3.50% | 8.25% | 76.24% | 724 | #5 |
| #86 | -75.49 | -7.55% | 8.94% | 14.14% | 580 | #6 |
| #87 | 98.52 | 9.85% | 8.89% | 85.04% | 829 | #4 |
| #88 | 32.33 | 3.23% | 9.09% | 74.87% | 597 | #6 |
| #89 | -51.22 | -5.12% | 9.43% | 25.14% | 537 | #4 |
| #90 | -17.47 | -1.75% | 8.31% | 39.21% | 658 | #7 |
| #91 | 106.13 | 10.61% | 8.10% | 86.56% | 506 | #2 |
| #92 | -196.46 | -19.65% | 20.89% | 13.81% | 601 | #10 |
| #93 | 194.34 | 19.43% | 9.77% | 81.21% | 729 | Winner |
| #94 | 150.41 | 15.04% | 10.26% | 89.89% | 722 | Winner |
| #95 | 163.15 | 16.32% | 8.18% | 78.25% | 630 | #2 |
| #96 | -110.88 | -11.09% | 12.05% | 19.03% | 678 | #10 |
| #97 | 67.88 | 6.79% | 9.54% | 75.18% | 556 | #3 |
| #98 | 136.55 | 13.66% | 7.10% | 75.08% | 646 | Winner |
| #99 | 114.15 | 11.42% | 8.00% | 92.63% | 814 | #2 |
| #100 | -58.24 | -5.82% | 8.78% | 30.33% | 666 | #6 |