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 | 14 | 13 | 3 | $-36.30 | 12.15% | View | |
| 2 | 14 | 5 | 8 | $-77.92 | 15.21% | View | |
| 3 | 13 | 15 | 11 | $-11.06 | 10.92% | View | |
| 4 | 12 | 6 | 3 | $-108.13 | 17.22% | View | |
| 5 | 11 | 10 | 8 | $-40.61 | 11.67% | View | |
| 6 | 10 | 10 | 14 | $-41.67 | 13.16% | View | |
| 7 | 9 | 11 | 10 | $-24.25 | 10.91% | View | |
| 8 | 9 | 12 | 13 | $-24.33 | 11.41% | View | |
| 9 | 8 | 14 | 21 | +$9.72 | 9.62% | View | |
| 10 | 0 | 4 | 9 | $-58.41 | 10.96% | 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 14 outright victories and the highest average profit.
Consistent upper-tier rankings — top three in 30 paths — explain why it outpaced more volatile competitors.
Average drawdown remained contained at 12.15%, supporting a favourable balance between profitability and capital stress.
🛡 Most Consistent — Impulse
Impulse produced the lowest variation in profitability between simulations (spread $608.98, std. dev. $187.87).
Rather than relying on a few exceptional runs, it maintained competitive performance across a wide variety of market conditions.
It rarely finished first (8 wins), trading peak performance for repeatability.
⚖ Best Risk-Adjusted Performance — Impulse
Impulse achieved the best risk-adjusted performance in this batch — $9.72 average profit against 9.62% average drawdown.
It generated meaningful upside without proportionally large equity swings — efficient capital use across 100 independent paths.
Maximum upside was moderate compared with the batch winner, yet the profit-to-drawdown trade-off was the most attractive.
⚠ Highest Drawdown Variability — GoldStorm Pro EA
GoldStorm Pro EA showed the largest variation in drawdown across the batch (70.04% spread, peak 71.68%).
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 $172.50).
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 14 simulation wins and the highest average return at $-36.30.
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 71.68%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
LNT Gold X100
Observed across 100 independent market paths: LNT Gold X100 finished second with 14 wins and an average return of $-77.92 across 100 paths.
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 49.43%, spread 47.79%), though 49 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $666.75).
Lizard
Observed across 100 independent market paths: Lizard took third place (13 wins, $-11.06 average) and stayed competitive in 39 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 50.21%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
GoldSpire
Observed across 100 independent market paths: GoldSpire landed in the upper half at rank #4, posting 12 wins and $-108.13 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 57.47% 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 House
Observed across 100 independent market paths: Gold House landed in the upper half at rank #5, posting 11 wins and $-40.61 average profit.
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 61.11%, spread 59.61%), though 51 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $757.17).
XAU Marti H1Trend
Observed across 100 independent market paths: XAU Marti H1Trend ranked #6 of 10 — 10 wins, $-41.67 average profit, 34 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 65.47% 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.
Vex Gold EA
Observed across 100 independent market paths: Vex Gold EA ranked #7 of 10 — 9 wins, $-24.25 average profit, 30 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 43.98% when trends ran without sufficient recovery — a defining risk characteristic of this batch.
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 #8 of 10 — 9 wins, $-24.33 average profit, 34 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 47.62%, exposing sensitivity to sustained hostile regimes.
Path variation: Only 9 outright wins, but frequently stayed within reach of the leaders.
Impulse
Observed across 100 independent market paths: Impulse ranked #9 of 10 — 8 wins, $9.72 average profit, 43 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 46.49%, exposing sensitivity to sustained hostile regimes.
Path variation: Only 8 outright wins, but frequently stayed within reach of the leaders.
CRT Model 1
Observed across 100 independent market paths: CRT Model 1 ranked #10 of 10 — 0 wins, $-58.41 average profit, 13 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 48.81%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.