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 | 24 | 10 | 8 | +$57.94 | 9.52% | View | |
| 2 | 19 | 17 | 19 | +$100.95 | 8.33% | View | |
| 3 | 15 | 12 | 12 | +$57.76 | 9.50% | View | |
| 4 | 15 | 17 | 11 | +$51.96 | 9.44% | View | |
| 5 | 11 | 12 | 9 | +$43.85 | 9.19% | View | |
| 6 | 8 | 4 | 9 | $-2.29 | 9.69% | View | |
| 7 | 5 | 6 | 12 | $-0.99 | 9.58% | View | |
| 8 | 1 | 5 | 6 | $-10.64 | 9.72% | View | |
| 9 | 1 | 12 | 6 | $-21.81 | 10.54% | View | |
| 10 | 1 | 5 | 8 | $-35.96 | 10.67% | 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 — Aurum AI
While several EAs posted strong individual runs, Aurum AI led the batch with 24 outright victories and the highest average profit.
Consistent upper-tier rankings — top three in 42 paths — explain why it outpaced more volatile competitors.
Downside stayed controlled throughout the batch — peak drawdown was 22.85% while profitability led the field.
🛡 Most Consistent — Adaptive Gold Scalper
Profit outcomes clustered more tightly for Adaptive Gold Scalper than for any other EA in this test.
Consistent mid-to-upper rankings reflected an ability to adapt when regimes shifted, not just excel in one market type.
It balanced repeatability with 19 outright wins — competitive without being the most aggressive in the batch.
⚖ Best Risk-Adjusted Performance — Adaptive Gold Scalper
Profit of $100.95 per unit of average drawdown (8.33%) ranked highest among all tested systems.
Peers with similar profits often accepted higher average drawdowns; this EA did not.
It may not have won the most simulations (19 wins), but each unit of drawdown produced more profit than competitors.
⚠ Highest Drawdown Variability — One Gold
No other EA matched the drawdown dispersion of One Gold, making it the most path-dependent in this test.
Market paths that favoured other strategy types repeatedly punished this design.
When volatility aligned, it occasionally produced some of the strongest individual simulation results (best run $308.60).
Simulation Analysis by Expert Advisor
Observed across 100 independent market paths. Strategy-family context is explanatory, not a forecast.
Aurum AI
Observed across 100 independent market paths: Aurum AI ranked first overall with 24 simulation wins and the highest average return at $57.94.
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 9.52% with peaks near 22.85%, but recovery completed in most profitable paths.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Adaptive Gold Scalper
Observed across 100 independent market paths: Adaptive Gold Scalper finished second with 19 wins and an average return of $100.95 across 100 paths.
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: Performance depended heavily on which market path appeared — strong in some, weak in others.
One Gold
Observed across 100 independent market paths: One Gold took third place (15 wins, $57.76 average) and stayed competitive in 39 simulations.
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 24.11% 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 Zilla AI
Observed across 100 independent market paths: Gold Zilla AI landed in the upper half at rank #4, posting 15 wins and $51.96 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 9.44% with peaks near 22.96%, but recovery completed in most profitable paths.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Neurox AI
Observed across 100 independent market paths: Neurox AI landed in the upper half at rank #5, posting 11 wins and $43.85 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 9.19% with peaks near 21.09%, but recovery completed in most profitable paths.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
AI Gold Prime
Observed across 100 independent market paths: AI Gold Prime ranked #6 of 10 — 8 wins, $-2.29 average profit, 21 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 23.91%, spread 18.25%), though 43 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $438.85).
Helios Gold AI
Observed across 100 independent market paths: Helios Gold AI ranked #7 of 10 — 5 wins, $-0.99 average profit, 23 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 22.96%, 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 ranked #8 of 10 — 1 wins, $-10.64 average profit, 12 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: Equity swings peaked at 23.75% without reliable recovery across adverse regimes.
Path variation: Performance depended heavily on which market path appeared — strong in some, weak in others.
AI Prop Firms
Observed across 100 independent market paths: AI Prop Firms ranked #9 of 10 — 1 wins, $-21.81 average profit, 19 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: Peak drawdown of 22.73% coincided with weak recovery — risk outweighed reward in many paths.
Path variation: Results swung sharply between simulations (profit spread $407.09).
Prime Execution AI EA
Observed across 100 independent market paths: Prime Execution AI EA ranked #10 of 10 — 1 wins, $-35.96 average profit, 14 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: Peak drawdown of 23.82% coincided with weak recovery — risk outweighed reward in many paths.
Path variation: Results swung sharply between simulations (profit spread $401.95).