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 | 13 | 5 | $-13.27 | 11.11% | View | |
| 2 | 17 | 2 | 7 | $-55.38 | 12.91% | View | |
| 3 | 16 | 8 | 10 | $-15.29 | 11.29% | View | |
| 4 | 16 | 10 | 9 | $-20.23 | 10.72% | View | |
| 5 | 8 | 14 | 9 | $-48.98 | 13.18% | View | |
| 6 | 7 | 8 | 13 | +$1.49 | 9.11% | View | |
| 7 | 6 | 12 | 13 | $-18.73 | 10.40% | View | |
| 8 | 4 | 7 | 14 | +$20.10 | 7.41% | View | |
| 9 | 4 | 15 | 11 | $-52.40 | 13.69% | View | |
| 10 | 4 | 11 | 9 | $-70.23 | 13.77% | 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 — GoldSpire
GoldSpire separated itself from the field by combining frequent wins with an average return of $-13.27.
Strong alignment with trending and volatile phases allowed it to stay near the front across 36 top-three finishes.
Downside stayed controlled throughout the batch — peak drawdown was 51.10% while profitability led the field.
🛡 Most Consistent — Orion Gold Scalper
Orion Gold Scalper showed the most stable profit path across the batch, with smaller swings between individual market scenarios.
It stayed profitable in 55 of 100 scenarios and placed top-three 25 times — steady without needing to dominate every run.
It rarely finished first (4 wins), trading peak performance for repeatability.
⚖ Best Risk-Adjusted Performance — Orion Gold Scalper
With a profit-to-drawdown ratio of 2.7, Orion Gold Scalper 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.
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 (69.48% spread, peak 70.70%).
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.
GoldSpire
Observed across 100 independent market paths: GoldSpire ranked first overall with 18 simulation wins and the highest average return at $-13.27.
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 51.10% 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.
LNT Gold X100
Observed across 100 independent market paths: LNT Gold X100 finished second with 17 wins and an average return of $-55.38 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 49.65%, spread 48.11%), though 45 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $668.98).
GoldStorm Pro EA
Observed across 100 independent market paths: GoldStorm Pro EA took third place (16 wins, $-15.29 average) and stayed competitive in 34 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 70.70%, 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 landed in the upper half at rank #4, posting 16 wins and $-20.23 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 57.05%, 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 #5, posting 8 wins and $-48.98 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 45.45% 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.
Smart Gold Hunter
Observed across 100 independent market paths: Smart Gold Hunter ranked #6 of 10 — 7 wins, $1.49 average profit, 28 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 50.65%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Gold House
Observed across 100 independent market paths: Gold House ranked #7 of 10 — 6 wins, $-18.73 average profit, 31 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 43.14%, spread 41.97%), though 51 of 100 paths still finished profitable.
Path variation: Only 6 outright wins, but frequently stayed within reach of the leaders.
Orion Gold Scalper
Observed across 100 independent market paths: Orion Gold Scalper ranked #8 of 10 — 4 wins, $20.10 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 24.85%, spread 24.73%), though 55 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $401.11).
Impulse
Observed across 100 independent market paths: Impulse ranked #9 of 10 — 4 wins, $-52.40 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 59.30%, exposing sensitivity to sustained hostile regimes.
Path variation: Only 4 outright wins, but frequently stayed within reach of the leaders.
XAU Marti H1Trend
Observed across 100 independent market paths: XAU Marti H1Trend ranked #10 of 10 — 4 wins, $-70.23 average profit, 24 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 61.29% 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.