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 | 16 | 17 | 5 | +$3.82 | 12.15% | View | |
| 2 | 15 | 10 | 11 | +$46.84 | 9.10% | View | |
| 3 | 15 | 7 | 8 | +$0.45 | 11.98% | View | |
| 4 | 12 | 11 | 14 | +$21.52 | 8.22% | View | |
| 5 | 11 | 15 | 18 | +$64.10 | 8.22% | View | |
| 6 | 10 | 15 | 5 | +$17.68 | 6.45% | View | |
| 7 | 8 | 9 | 4 | $-8.56 | 10.56% | View | |
| 8 | 6 | 9 | 12 | $-3.14 | 10.44% | View | |
| 9 | 4 | 2 | 10 | +$1.11 | 9.24% | View | |
| 10 | 3 | 5 | 13 | $-2.95 | 9.08% | 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 — ArtQuant Gold
ArtQuant Gold separated itself from the field by combining frequent wins with an average return of $3.82.
Strong alignment with trending and volatile phases allowed it to stay near the front across 38 top-three finishes.
Downside stayed controlled throughout the batch — peak drawdown was 45.53% while profitability led the field.
🛡 Most Consistent — The Buster XAU Single Entry
The Buster XAU Single Entry showed the most stable profit path across the batch, with smaller swings between individual market scenarios.
It stayed profitable in 56 of 100 scenarios and placed top-three 16 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 7.8, 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 — ArtQuant Gold
No other EA matched the drawdown dispersion of ArtQuant Gold, 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.
ArtQuant Gold
Observed across 100 independent market paths: ArtQuant Gold ranked first overall with 16 simulation wins and the highest average return at $3.82.
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 45.53% 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 finished second with 15 wins and an average return of $46.84 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 27.33%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Yukon
Observed across 100 independent market paths: Yukon took third place (15 wins, $0.45 average) and stayed competitive in 30 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 35.84% 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.
Prisma
Observed across 100 independent market paths: Prisma landed in the upper half at rank #4, posting 12 wins and $21.52 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 20.83% 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.
Orion Gold Scalper
Observed across 100 independent market paths: Orion Gold Scalper landed in the upper half at rank #5, posting 11 wins and $64.10 average profit.
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: Downside risk remained moderate. Maximum drawdown stayed below 20% throughout every simulation.
Path variation: Results swung sharply between simulations (profit spread $473.20).
Mosquito
Observed across 100 independent market paths: Mosquito ranked #6 of 10 — 10 wins, $17.68 average profit, 30 top-three finishes.
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 23.72% 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.
Helios Gold AI
Observed across 100 independent market paths: Helios Gold AI ranked #7 of 10 — 8 wins, $-8.56 average profit, 21 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 27.18%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Prime Execution AI EA
Observed across 100 independent market paths: Prime Execution AI EA ranked #8 of 10 — 6 wins, $-3.14 average profit, 27 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 28.13%, spread 23.11%), though 49 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $475.49).
The Buster XAU Single Entry
Observed across 100 independent market paths: The Buster XAU Single Entry ranked #9 of 10 — 4 wins, $1.11 average profit, 16 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 21.17%, spread 19.15%), though 56 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $391.00).
Mavrik Scalper
Observed across 100 independent market paths: Mavrik Scalper ranked #10 of 10 — 3 wins, $-2.95 average profit, 21 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 27.63%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.