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 | 10 | 11 | +$1.70 | 8.57% | View | |
| 2 | 14 | 9 | 6 | $-24.79 | 8.50% | View | |
| 3 | 13 | 6 | 6 | $-46.23 | 11.32% | View | |
| 4 | 11 | 14 | 10 | $-24.80 | 11.22% | View | |
| 5 | 10 | 8 | 8 | $-25.49 | 7.86% | View | |
| 6 | 9 | 11 | 9 | $-42.58 | 11.56% | View | |
| 7 | 8 | 5 | 11 | $-23.83 | 6.69% | View | |
| 8 | 8 | 14 | 12 | $-30.65 | 10.92% | View | |
| 9 | 6 | 13 | 13 | $-15.76 | 8.20% | View | |
| 10 | 5 | 10 | 14 | $-12.33 | 7.57% | 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 — XG Gold Robot
XG Gold Robot delivered the strongest overall performance across all 100 simulations, averaging $1.70 with 16 first-place finishes.
It remained among the top three in 37 of 100 runs, showing that its lead was not dependent on only a few exceptional outcomes.
Downside stayed controlled throughout the batch — peak drawdown was 50.03% while profitability led the field.
🛡 Most Consistent — Sharkyra Gold
Sharkyra Gold showed the most stable profit path across the batch, with smaller swings between individual market scenarios.
It stayed profitable in 43 of 100 scenarios and placed top-three 29 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 — XG Gold Robot
With a profit-to-drawdown ratio of 0.2, XG Gold Robot 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.
Its strong average return was achieved without proportionally high drawdown, giving it the most attractive risk-adjusted result in the batch.
⚠ Highest Drawdown Variability — SixtyNine EA
SixtyNine EA showed the largest variation in drawdown across the batch (63.48% spread, peak 63.48%).
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 $129.39).
Simulation Analysis by Expert Advisor
Observed across 100 independent market paths. Strategy-family context is explanatory, not a forecast.
XG Gold Robot
Observed across 100 independent market paths: XG Gold Robot ranked first overall with 16 simulation wins and the highest average return at $1.70.
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 50.03%, spread 50.03%), though 63 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $535.26).
Nexorion Initium Novum EA
Observed across 100 independent market paths: Nexorion Initium Novum EA finished second with 14 wins and an average return of $-24.79 across 100 paths.
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 45.88% 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.
Obsidian Flow Atlas EA
Observed across 100 independent market paths: Obsidian Flow Atlas EA took third place (13 wins, $-46.23 average) and stayed competitive in 25 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 54.05%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
XIRO Robot
Observed across 100 independent market paths: XIRO Robot landed in the upper half at rank #4, posting 11 wins and $-24.80 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 60.33%, spread 58.74%), though 54 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $601.38).
Cortex Aurex
Observed across 100 independent market paths: Cortex Aurex landed in the upper half at rank #5, posting 10 wins and $-25.49 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 40.53%, spread 40.53%), though 40 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $510.53).
BB Return
Observed across 100 independent market paths: BB Return ranked #6 of 10 — 9 wins, $-42.58 average profit, 29 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 42.98%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
SwissSniperEA
Observed across 100 independent market paths: SwissSniperEA ranked #7 of 10 — 8 wins, $-23.83 average profit, 24 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 30.33%, spread 30.33%), though 38 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $432.73).
Quantum Valkyrie
Observed across 100 independent market paths: Quantum Valkyrie ranked #8 of 10 — 8 wins, $-30.65 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 45.12% 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.
SixtyNine EA
Observed across 100 independent market paths: SixtyNine EA ranked #9 of 10 — 6 wins, $-15.76 average profit, 32 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 63.48%, exposing sensitivity to sustained hostile regimes.
Path variation: Only 6 outright wins, but frequently stayed within reach of the leaders.
Sharkyra Gold
Observed across 100 independent market paths: Sharkyra Gold ranked #10 of 10 — 5 wins, $-12.33 average profit, 29 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 30.13%, spread 30.13%), though 43 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $428.91).