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 | 20 | 10 | 6 | +$30.68 | 9.25% | View | |
| 2 | 15 | 10 | 6 | +$15.18 | 9.79% | View | |
| 3 | 11 | 12 | 15 | +$51.89 | 7.72% | View | |
| 4 | 10 | 9 | 12 | +$38.62 | 7.84% | View | |
| 5 | 9 | 12 | 6 | +$3.15 | 9.83% | View | |
| 6 | 8 | 11 | 12 | $-0.72 | 10.69% | View | |
| 7 | 8 | 11 | 8 | $-5.88 | 10.23% | View | |
| 8 | 7 | 12 | 13 | +$11.67 | 9.32% | View | |
| 9 | 7 | 5 | 13 | $-2.56 | 8.83% | View | |
| 10 | 5 | 8 | 9 | $-9.38 | 10.49% | 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 — The Gold Reaper
The Gold Reaper delivered the strongest overall performance across all 100 simulations, averaging $30.68 with 20 first-place finishes.
It remained among the top three in 36 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 21.02% 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 71 of 100 scenarios and placed top-three 38 times — steady without needing to dominate every run.
This consistency came at the cost of fewer outright wins than more aggressive competitors.
⚖ Best Risk-Adjusted Performance — Golden Goose Scalper AI
With a profit-to-drawdown ratio of 6.7, 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.
It may not have won the most simulations (11 wins), but each unit of drawdown produced more profit than competitors.
⚠ Highest Drawdown Variability — Zerqon EA
No other EA matched the drawdown dispersion of Zerqon EA, making it the most path-dependent in this test.
Market paths that favoured other strategy types repeatedly punished this design.
Some runs recovered well (best $217.39), 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.
The Gold Reaper
Observed across 100 independent market paths: The Gold Reaper ranked first overall with 20 simulation wins and the highest average return at $30.68.
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: Temporary equity pressure peaked at 21.02% — elevated, yet recovery generally followed in winning simulations.
Path variation: Results swung sharply between simulations (profit spread $438.14).
Byrdi
Observed across 100 independent market paths: Byrdi finished second with 15 wins and an average return of $15.18 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: Extended adverse movement drove drawdowns toward 23.99%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Golden Goose Scalper AI
Observed across 100 independent market paths: Golden Goose Scalper AI took third place (11 wins, $51.89 average) and stayed competitive in 38 simulations.
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 $360.80).
TwisterPro Scalper
Observed across 100 independent market paths: TwisterPro Scalper landed in the upper half at rank #4, posting 10 wins and $38.62 average profit.
Strategy-family context: Responded to the market conditions present during this simulation with comparatively controlled drawdowns across diverse regimes.
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.
CRT Model 1
Observed across 100 independent market paths: CRT Model 1 landed in the upper half at rank #5, posting 9 wins and $3.15 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 25.56%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Gold Snap
Observed across 100 independent market paths: Gold Snap ranked #6 of 10 — 8 wins, $-0.72 average profit, 31 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 27.17% 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.
AXIO Gold EA
Observed across 100 independent market paths: AXIO Gold EA ranked #7 of 10 — 8 wins, $-5.88 average profit, 27 top-three finishes.
Strategy-family context: trading responded to the market conditions present during this simulation — yet adverse scenarios dominated the batch average.
Observed risk across the sample: Drawdown pressure stayed elevated (avg 10.23%, peak 21.60%) and recovery was inconsistent.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Safe Haven Gold EA
Observed across 100 independent market paths: Safe Haven Gold EA ranked #8 of 10 — 7 wins, $11.67 average profit, 32 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: Downside risk remained moderate. Maximum drawdown stayed below 20% throughout every simulation.
Path variation: Only 7 outright wins, but frequently stayed within reach of the leaders.
SwissSniperEA
Observed across 100 independent market paths: SwissSniperEA ranked #9 of 10 — 7 wins, $-2.56 average profit, 25 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 20.60%, spread 20.47%), though 52 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $424.16).
Zerqon EA
Observed across 100 independent market paths: Zerqon EA ranked #10 of 10 — 5 wins, $-9.38 average profit, 22 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 31.00% 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.