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 | 18 | 7 | 13 | +$50.57 | 10.12% | View | |
| 2 | 17 | 10 | 11 | +$66.29 | 8.83% | View | |
| 3 | 15 | 8 | 15 | +$73.31 | 8.61% | View | |
| 4 | 15 | 12 | 7 | +$51.60 | 9.58% | View | |
| 5 | 10 | 9 | 6 | +$10.69 | 11.88% | View | |
| 6 | 9 | 13 | 12 | +$16.82 | 11.58% | View | |
| 7 | 5 | 15 | 10 | +$38.05 | 9.26% | View | |
| 8 | 5 | 12 | 8 | +$22.33 | 9.59% | View | |
| 9 | 3 | 8 | 9 | $-11.83 | 11.99% | View | |
| 10 | 3 | 6 | 9 | $-23.39 | 11.97% | 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 — GoldStorm Pro EA
While several EAs posted strong individual runs, GoldStorm Pro EA led the batch with 18 outright victories and the highest average profit.
Consistent upper-tier rankings — top three in 38 paths — explain why it outpaced more volatile competitors.
Average drawdown remained contained at 10.12%, supporting a favourable balance between profitability and capital stress.
🛡 Most Consistent — The Gold Reaper
The Gold Reaper produced the lowest variation in profitability between simulations (spread $505.30, std. dev. $114.58).
Rather than relying on a few exceptional runs, it maintained competitive performance across a wide variety of market conditions.
It balanced repeatability with 15 outright wins — competitive without being the most aggressive in the batch.
⚖ Best Risk-Adjusted Performance — The Gold Reaper
The Gold Reaper achieved the best risk-adjusted performance in this batch — $73.31 average profit against 8.61% average drawdown.
It generated meaningful upside without proportionally large equity swings — efficient capital use across 100 independent paths.
It may not have won the most simulations (15 wins), but each unit of drawdown produced more profit than competitors.
⚠ Highest Drawdown Variability — Vex Gold EA
No other EA matched the drawdown dispersion of Vex Gold 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 $338.86), 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.
GoldStorm Pro EA
Observed across 100 independent market paths: GoldStorm Pro EA ranked first overall with 18 simulation wins and the highest average return at $50.57.
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 31.92%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Lizard
Observed across 100 independent market paths: Lizard finished second with 17 wins and an average return of $66.29 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 30.86%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
The Gold Reaper
Observed across 100 independent market paths: The Gold Reaper took third place (15 wins, $73.31 average) and stayed competitive in 38 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 22.84%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Vex Gold EA
Observed across 100 independent market paths: Vex Gold EA landed in the upper half at rank #4, posting 15 wins and $51.60 average profit.
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 40.57% 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.
GoldSpire
Observed across 100 independent market paths: GoldSpire landed in the upper half at rank #5, posting 10 wins and $10.69 average profit.
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 32.09% 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.
Impulse
Observed across 100 independent market paths: Impulse ranked #6 of 10 — 9 wins, $16.82 average profit, 34 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 34.94%, exposing sensitivity to sustained hostile regimes.
Path variation: Only 9 outright wins, but frequently stayed within reach of the leaders.
Smart Gold Hunter
Observed across 100 independent market paths: Smart Gold Hunter ranked #7 of 10 — 5 wins, $38.05 average profit, 30 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 26.97%, exposing sensitivity to sustained hostile regimes.
Path variation: Only 5 outright wins, but frequently stayed within reach of the leaders.
Gold House
Observed across 100 independent market paths: Gold House ranked #8 of 10 — 5 wins, $22.33 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 34.80%, spread 30.70%), though 57 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $705.36).
LNT Gold X100
Observed across 100 independent market paths: LNT Gold X100 ranked #9 of 10 — 3 wins, $-11.83 average profit, 20 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 37.96%, spread 36.59%), though 53 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $606.74).
XAU Marti H1Trend
Observed across 100 independent market paths: XAU Marti H1Trend ranked #10 of 10 — 3 wins, $-23.39 average profit, 18 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 33.34% 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.