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 | 100 | 0 | 0 | $-94.07 | 15.75% | 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 $-94.07.
Strong alignment with trending and volatile phases allowed it to stay near the front across 100 top-three finishes.
Although drawdowns ran deeper on average (15.75%), profitability still led the batch.
🛡 Most Consistent — ArtQuant Gold
Profit outcomes clustered more tightly for ArtQuant Gold than for any other EA in this test.
Consistent mid-to-upper rankings reflected an ability to adapt when regimes shifted, not just excel in one market type.
It balanced repeatability with 100 outright wins — competitive without being the most aggressive in the batch.
⚖ Best Risk-Adjusted Performance — ArtQuant Gold
Profit of $-94.07 per unit of average drawdown (15.75%) ranked highest among all tested systems.
Peers with similar profits often accepted higher average drawdowns; this EA did not.
Its strong average return was achieved without proportionally high drawdown, giving it the most attractive risk-adjusted result in the batch.
⚠ 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 100 simulation wins and the highest average return at $-94.07.
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 40.97% when trends ran without sufficient recovery — a defining risk characteristic of this batch.
Path variation: Finished first in 100 of 100 simulations — the most frequent winner in this batch.