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 | 19 | 6 | 7 | $-29.89 | 9.93% | View | |
| 2 | 13 | 9 | 10 | $-9.56 | 8.63% | View | |
| 3 | 12 | 10 | 8 | $-36.67 | 10.59% | View | |
| 4 | 10 | 8 | 13 | $-5.62 | 8.67% | View | |
| 5 | 9 | 14 | 12 | $-23.02 | 10.65% | View | |
| 6 | 9 | 9 | 12 | $-46.00 | 12.04% | View | |
| 7 | 9 | 7 | 8 | $-53.46 | 11.79% | View | |
| 8 | 8 | 11 | 8 | $-15.85 | 9.04% | View | |
| 9 | 6 | 12 | 14 | +$4.71 | 7.50% | View | |
| 10 | 5 | 14 | 8 | $-22.84 | 10.11% | 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 — Prime Execution AI EA
Prime Execution AI EA delivered the strongest overall performance across all 100 simulations, averaging $-29.89 with 19 first-place finishes.
It remained among the top three in 32 of 100 runs, showing that its lead was not dependent on only a few exceptional outcomes.
Average drawdown remained contained at 9.93%, supporting a favourable balance between profitability and capital stress.
🛡 Most Consistent — CRT Model 1
CRT Model 1 produced the lowest variation in profitability between simulations (spread $436.60, std. dev. $131.81).
Rather than relying on a few exceptional runs, it maintained competitive performance across a wide variety of market conditions.
This consistency came at the cost of fewer outright wins than more aggressive competitors.
⚖ Best Risk-Adjusted Performance — AI Gold Prime
With a profit-to-drawdown ratio of 0.6, AI Gold Prime 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 (6 wins), but each unit of drawdown produced more profit than competitors.
⚠ Highest Drawdown Variability — Helios Gold AI
Helios Gold AI showed the largest variation in drawdown across the batch (78.75% spread, peak 80.20%).
Hostile regime combinations — trend reversals, volatility spikes, or range extensions — hit this strategy harder than peers.
Favourable paths still delivered standout peaks — the trade-off is higher drawdown variability, not absence of upside.
Simulation Analysis by Expert Advisor
Observed across 100 independent market paths. Strategy-family context is explanatory, not a forecast.
Prime Execution AI EA
Observed across 100 independent market paths: Prime Execution AI EA ranked first overall with 19 simulation wins and the highest average return at $-29.89.
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 48.64%, spread 47.21%), though 52 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $551.05).
CRT Model 1
Observed across 100 independent market paths: CRT Model 1 finished second with 13 wins and an average return of $-9.56 across 100 paths.
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: Extended adverse movement drove drawdowns toward 44.79%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Gold Zilla AI
Observed across 100 independent market paths: Gold Zilla AI took third place (12 wins, $-36.67 average) and stayed competitive in 30 simulations.
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: Extended adverse movement drove drawdowns toward 34.08%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Straddle AI
Observed across 100 independent market paths: Straddle AI landed in the upper half at rank #4, posting 10 wins and $-5.62 average profit.
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 55.04% 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.
Neurox AI
Observed across 100 independent market paths: Neurox AI landed in the upper half at rank #5, posting 9 wins and $-23.02 average profit.
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: Extended adverse movement drove drawdowns toward 48.25%, exposing sensitivity to sustained hostile regimes.
Path variation: Only 9 outright wins, but frequently stayed within reach of the leaders.
Helios Gold AI
Observed across 100 independent market paths: Helios Gold AI ranked #6 of 10 — 9 wins, $-46.00 average profit, 30 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: Extended adverse movement drove drawdowns toward 80.20%, exposing sensitivity to sustained hostile regimes.
Path variation: Only 9 outright wins, but frequently stayed within reach of the leaders.
AI Prop Firms
Observed across 100 independent market paths: AI Prop Firms ranked #7 of 10 — 9 wins, $-53.46 average profit, 24 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 44.54%, spread 43.02%), though 47 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $487.34).
One Gold
Observed across 100 independent market paths: One Gold ranked #8 of 10 — 8 wins, $-15.85 average profit, 27 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 33.44% 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.
AI Gold Prime
Observed across 100 independent market paths: AI Gold Prime ranked #9 of 10 — 6 wins, $4.71 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: Large equity declines clustered in prolonged one-directional markets (peak 32.94%, spread 32.40%), though 63 of 100 paths still finished profitable.
Path variation: Only 6 outright wins, but frequently stayed within reach of the leaders.
Aurum AI
Observed across 100 independent market paths: Aurum AI ranked #10 of 10 — 5 wins, $-22.84 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: Extended adverse movement drove drawdowns toward 32.53%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.