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 | 21 | 11 | 16 | +$70.15 | 7.60% | View | |
| 2 | 15 | 11 | 10 | +$28.62 | 8.17% | View | |
| 3 | 14 | 10 | 10 | +$19.42 | 9.34% | View | |
| 4 | 11 | 6 | 8 | +$5.34 | 9.74% | View | |
| 5 | 9 | 7 | 12 | +$5.82 | 10.10% | View | |
| 6 | 8 | 11 | 12 | +$13.40 | 9.92% | View | |
| 7 | 8 | 15 | 9 | +$11.32 | 8.65% | View | |
| 8 | 7 | 12 | 11 | +$8.44 | 8.83% | View | |
| 9 | 4 | 6 | 5 | $-37.26 | 11.82% | View | |
| 10 | 3 | 11 | 7 | $-18.19 | 9.67% | 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 — Golden Goose Scalper AI
Golden Goose Scalper AI delivered the strongest overall performance across all 100 simulations, averaging $70.15 with 21 first-place finishes.
It remained among the top three in 48 of 100 runs, showing that its lead was not dependent on only a few exceptional outcomes.
Downside stayed controlled throughout the batch — peak drawdown was 11.67% while profitability led the field.
🛡 Most Consistent — Golden Goose Scalper AI
Golden Goose Scalper AI showed the most stable profit path across the batch, with smaller swings between individual market scenarios.
It stayed profitable in 79 of 100 scenarios and placed top-three 48 times — steady without needing to dominate every run.
It balanced repeatability with 21 outright wins — competitive without being the most aggressive in the batch.
⚖ Best Risk-Adjusted Performance — Golden Goose Scalper AI
With a profit-to-drawdown ratio of 9.2, Golden Goose Scalper AI 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.
Its strong average return was achieved without proportionally high drawdown, giving it the most attractive risk-adjusted result in the batch.
⚠ Highest Drawdown Variability — Spider Gold
No other EA matched the drawdown dispersion of Spider Gold, making it the most path-dependent in this test.
Market paths that favoured other strategy types repeatedly punished this design.
Even its best run ($185.95) did not offset how widely drawdown outcomes diverged across paths.
Simulation Analysis by Expert Advisor
Observed across 100 independent market paths. Strategy-family context is explanatory, not a forecast.
Golden Goose Scalper AI
Observed across 100 independent market paths: Golden Goose Scalper AI ranked first overall with 21 simulation wins and the highest average return at $70.15.
Strategy-family context: Responded to the market conditions present during this simulation with comparatively controlled drawdowns across diverse regimes.
Observed risk across the sample: Despite an aggressive style, drawdown never breached 20% — placing it among the safer directional systems in this batch.
Path variation: Results swung sharply between simulations (profit spread $360.34).
Goldrix Trend
Observed across 100 independent market paths: Goldrix Trend finished second with 15 wins and an average return of $28.62 across 100 paths.
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 27.82%, spread 27.26%), though 60 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $607.35).
GoldZ AI
Observed across 100 independent market paths: GoldZ AI took third place (14 wins, $19.42 average) and stayed competitive in 34 simulations.
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 24.85%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
The Golden Staircase
Observed across 100 independent market paths: The Golden Staircase landed in the upper half at rank #4, posting 11 wins and $5.34 average profit.
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 23.46%, spread 23.46%), though 51 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $449.88).
CRT Model 1
Observed across 100 independent market paths: CRT Model 1 landed in the upper half at rank #5, posting 9 wins and $5.82 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 27.58%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Swing Breakout EA
Observed across 100 independent market paths: Swing Breakout EA ranked #6 of 10 — 8 wins, $13.40 average profit, 31 top-three finishes.
Strategy-family context: Responded to the market conditions present during this simulation, producing positive average returns despite uneven paths.
Observed risk across the sample: Despite an aggressive style, drawdown never breached 20% — placing it among the safer directional systems in this batch.
Path variation: Only 8 outright wins, but frequently stayed within reach of the leaders.
Trend Matrix EA
Observed across 100 independent market paths: Trend Matrix EA ranked #7 of 10 — 8 wins, $11.32 average profit, 32 top-three finishes.
Strategy-family context: Responded to the market conditions present during this simulation, producing positive average returns despite uneven paths.
Observed risk across the sample: Peak drawdown hit 23.43% when trends ran without sufficient recovery — a defining risk characteristic of this batch.
Path variation: Only 8 outright wins, but frequently stayed within reach of the leaders.
Boring Gold EA Xauusd Trend RSI Strategy
Observed across 100 independent market paths: Boring Gold EA Xauusd Trend RSI Strategy ranked #8 of 10 — 7 wins, $8.44 average profit, 30 top-three finishes.
Strategy-family context: Responded to the market conditions present during this simulation, producing positive average returns despite uneven paths.
Observed risk across the sample: Peak drawdown hit 22.50% when trends ran without sufficient recovery — a defining risk characteristic of this batch.
Path variation: Only 7 outright wins, but frequently stayed within reach of the leaders.
Gold Sniper Ravex Algo
Observed across 100 independent market paths: Gold Sniper Ravex Algo ranked #9 of 10 — 4 wins, $-37.26 average profit, 15 top-three finishes.
Strategy-family context: Hostile regime combinations limited the benefit of responded to the market conditions present during this simulation.
Observed risk across the sample: Large equity declines clustered in prolonged one-directional markets (peak 31.69%, spread 26.19%), though 38 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $465.15).
Spider Gold
Observed across 100 independent market paths: Spider Gold ranked #10 of 10 — 3 wins, $-18.19 average profit, 21 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 29.64% 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.