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 | 11 | $-5.14 | 9.74% | View | |
| 2 | 18 | 10 | 9 | $-15.76 | 11.64% | View | |
| 3 | 13 | 12 | 8 | $-18.82 | 11.04% | View | |
| 4 | 12 | 18 | 8 | $-6.90 | 9.98% | View | |
| 5 | 11 | 5 | 9 | $-37.83 | 11.27% | View | |
| 6 | 10 | 8 | 10 | $-27.43 | 11.40% | View | |
| 7 | 8 | 11 | 8 | $-45.71 | 12.18% | View | |
| 8 | 6 | 16 | 16 | +$9.94 | 9.45% | View | |
| 9 | 4 | 13 | 13 | $-33.74 | 12.20% | View | |
| 10 | 0 | 0 | 8 | $-29.16 | 7.44% | 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 $-5.14.
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 80.88% while profitability led the field.
🛡 Most Consistent — SwissSniperEA
SwissSniperEA showed the most stable profit path across the batch, with smaller swings between individual market scenarios.
It stayed profitable in 42 of 100 scenarios and placed top-three 8 times — steady without needing to dominate every run.
This consistency came at the cost of fewer outright wins than more aggressive competitors.
⚖ Best Risk-Adjusted Performance — Impulse
Impulse achieved the best risk-adjusted performance in this batch — $9.94 average profit against 9.45% 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 — GoldSpire
No other EA matched the drawdown dispersion of GoldSpire, making it the most path-dependent in this test.
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.
GoldSpire
Observed across 100 independent market paths: GoldSpire ranked first overall with 18 simulation wins and the highest average return at $-5.14.
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 80.88% 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.
GoldStorm Pro EA
Observed across 100 independent market paths: GoldStorm Pro EA finished second with 18 wins and an average return of $-15.76 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 51.58%, 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 took third place (13 wins, $-18.82 average) and stayed competitive in 33 simulations.
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 46.68%, spread 45.07%), though 58 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $639.26).
Lizard
Observed across 100 independent market paths: Lizard landed in the upper half at rank #4, posting 12 wins and $-6.90 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 60.17%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
XAU Marti H1Trend
Observed across 100 independent market paths: XAU Marti H1Trend landed in the upper half at rank #5, posting 11 wins and $-37.83 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 43.67% 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 ranked #6 of 10 — 10 wins, $-27.43 average profit, 28 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 47.29%, spread 45.82%), though 54 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $594.61).
Smart Gold Hunter
Observed across 100 independent market paths: Smart Gold Hunter ranked #7 of 10 — 8 wins, $-45.71 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 49.76%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Impulse
Observed across 100 independent market paths: Impulse ranked #8 of 10 — 6 wins, $9.94 average profit, 38 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 46.74%, exposing sensitivity to sustained hostile regimes.
Path variation: Only 6 outright wins, but frequently stayed within reach of the leaders.
Vex Gold EA
Observed across 100 independent market paths: Vex Gold EA ranked #9 of 10 — 4 wins, $-33.74 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 48.12% when trends ran without sufficient recovery — a defining risk characteristic of this batch.
Path variation: Only 4 outright wins, but frequently stayed within reach of the leaders.
SwissSniperEA
Observed across 100 independent market paths: SwissSniperEA ranked #10 of 10 — 0 wins, $-29.16 average profit, 8 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 32.85%, spread 32.85%), though 42 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $457.86).