FX EA Tester Report
Consistency across 100 independent AI market scenarios — averaged performance, market gallery, and per-EA breakdown
Overview
One chart can flatter. 100 different futures cannot. This book stress-tests your EAs on XAUUSD across 25 bull, 25 bear, 25 range, and 25 mixed paths — then ranks what held up. Open every scenario in the 100 Market Conditions table.
The simulations are generated using deterministic rules and random seeds. AI controls market generation, while all reported statistics are calculated directly from the resulting trade data.
Why this report differs. Unlike a historical backtest, every simulation begins from a different AI-generated market path rather than replaying the same historical price movement.
Same EAs. Same deposit. Same lot size. Only the market story changes — so the rankings below show consistency, not a lucky streak.
100 Market Conditions
Leaderboard
Medal counts show how often each EA finished 1st, 2nd, or 3rd across all simulations. Ranked by gold medals, then average profit.
| Rank | EA | 🥇 Gold | 🥈 Silver | 🥉 Bronze | Avg Profit | Avg Max DD | View |
|---|---|---|---|---|---|---|---|
| 1 | 23 | 17 | 14 | +$34.82 | 9.54% | View | |
| 2 | 18 | 15 | 19 | +$31.69 | 10.03% | View | |
| 3 | 17 | 10 | 1 | $-1.99 | 13.72% | View | |
| 4 | 14 | 13 | 17 | +$18.57 | 11.97% | View | |
| 5 | 12 | 9 | 16 | +$22.76 | 8.35% | View | |
| 6 | 6 | 6 | 13 | +$3.88 | 11.52% | View | |
| 7 | 5 | 4 | 7 | $-3.91 | 11.62% | View | |
| 8 | 4 | 14 | 6 | +$4.17 | 10.08% | View | |
| 9 | 1 | 9 | 5 | $-5.12 | 11.58% | View | |
| 10 | 0 | 3 | 2 | $-16.42 | 12.02% | View |
Simulation Data
Scale of computation behind this 100-simulation batch — every trade, bar, and ranking across all market paths.
Simulation Highlights
The strongest, most repeatable, best risk-adjusted, and highest-variability results across 100 independent market scenarios.
🏆 Overall Winner — Gold Vanguard EA
Gold Vanguard EA delivered the strongest overall performance across all 100 simulations, averaging $34.82 with 23 first-place finishes.
It remained among the top three in 54 of 100 runs, showing that its lead was not dependent on only a few exceptional outcomes.
Average drawdown remained contained at 9.54%, supporting a favourable balance between profitability and capital stress.
🛡 Most Consistent — GOLD Scalper PRO
GOLD Scalper PRO produced the lowest variation in profitability between simulations (spread $137.30, std. dev. $26.40).
Rather than relying on a few exceptional runs, it maintained competitive performance across a wide variety of market conditions.
It balanced repeatability with 18 outright wins — competitive without being the most aggressive in the batch.
⚖ Best Risk-Adjusted Performance — Gold Vanguard EA
With a profit-to-drawdown ratio of 3.7, Gold Vanguard EA delivered the strongest return relative to capital stress in this test.
Returns scaled favourably versus drawdown, suggesting conditions aligned with its strategy without excessive recovery pressure.
It combined the batch's highest average profit with comparatively low average drawdown, producing the strongest profit-to-drawdown trade-off.
⚠ Highest Drawdown Variability — Byrdi
Byrdi showed the largest variation in drawdown across the batch (69.90% spread, peak 75.82%).
Market paths that favoured other strategy types repeatedly punished this design.
Some runs recovered well (best $84.42), yet drawdown dispersion remained the defining characteristic.
Simulation Analysis by Expert Advisor
Observed across 100 independent market paths. Strategy-family context is explanatory, not a forecast.
Gold Vanguard EA
Observed across 100 independent market paths: Gold Vanguard EA ranked first overall with 23 simulation wins and the highest average return at $34.82.
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 47.93%, spread 41.83%), though 88 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $153.74).
GOLD Scalper PRO
Observed across 100 independent market paths: GOLD Scalper PRO finished second with 18 wins and an average return of $31.69 across 100 paths.
Strategy-family context: trading responded to the market conditions present during this simulation, with profitability concentrated in favourable regime combinations.
Observed risk across the sample: Downside risk stayed controlled across all simulated market paths.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
GoldSpire
Observed across 100 independent market paths: GoldSpire took third place (17 wins, $-1.99 average) and stayed competitive in 28 simulations.
Strategy-family context: Responded to the market conditions present during this simulation, but hostile regime mixes outweighed favourable opportunities.
Observed risk across the sample: Peak drawdown hit 49.35% when trends ran without sufficient recovery — a defining risk characteristic of this batch.
Path variation: Performance depended heavily on which market path appeared — strong in some, weak in others.
Byrdi
Observed across 100 independent market paths: Byrdi landed in the upper half at rank #4, posting 14 wins and $18.57 average profit.
Strategy-family context: trading responded to the market conditions present during this simulation, with profitability concentrated in favourable regime combinations.
Observed risk across the sample: Extended adverse movement drove drawdowns toward 75.82%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
TwisterPro Scalper
Observed across 100 independent market paths: TwisterPro Scalper landed in the upper half at rank #5, posting 12 wins and $22.76 average profit.
Strategy-family context: trading responded to the market conditions present during this simulation, with profitability concentrated in favourable regime combinations.
Observed risk across the sample: Average drawdown reached 8.35% with peaks near 20.40%, but recovery completed in most profitable paths.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Ultimate Breakout System
Observed across 100 independent market paths: Ultimate Breakout System ranked #6 of 10 — 6 wins, $3.88 average profit, 25 top-three finishes.
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 27.72%, spread 21.24%), though 51 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $179.18).
Gold Snap
Observed across 100 independent market paths: Gold Snap ranked #7 of 10 — 5 wins, $-3.91 average profit, 16 top-three finishes.
Strategy-family context: Responded to the market conditions present during this simulation, but hostile regime mixes outweighed favourable opportunities.
Observed risk across the sample: Peak drawdown hit 32.23% when trends ran without sufficient recovery — a defining risk characteristic of this batch.
Path variation: Performance depended heavily on which market path appeared — strong in some, weak in others.
Gold Trend EA Pro
Observed across 100 independent market paths: Gold Trend EA Pro ranked #8 of 10 — 4 wins, $4.17 average profit, 24 top-three finishes.
Strategy-family context: trading responded to the market conditions present during this simulation, with profitability concentrated in favourable regime combinations.
Observed risk across the sample: Extended adverse movement drove drawdowns toward 26.45%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
SuperScalp Gold
Observed across 100 independent market paths: SuperScalp Gold ranked #9 of 10 — 1 wins, $-5.12 average profit, 15 top-three finishes.
Strategy-family context: Responded to the market conditions present during this simulation, but hostile regime mixes outweighed favourable opportunities.
Observed risk across the sample: Peak drawdown hit 41.91% when trends ran without sufficient recovery — a defining risk characteristic of this batch.
Path variation: Performance depended heavily on which market path appeared — strong in some, weak in others.
Spider Gold
Observed across 100 independent market paths: Spider Gold ranked #10 of 10 — 0 wins, $-16.42 average profit, 5 top-three finishes.
Strategy-family context: Responded to the market conditions present during this simulation, but hostile regime mixes outweighed favourable opportunities.
Observed risk across the sample: Peak drawdown hit 32.56% when trends ran without sufficient recovery — a defining risk characteristic of this batch.
Path variation: Performance depended heavily on which market path appeared — strong in some, weak in others.