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 | 20 | 6 | 13 | +$49.21 | 9.25% | View | |
| 2 | 15 | 11 | 10 | +$15.17 | 11.37% | View | |
| 3 | 12 | 6 | 15 | +$34.47 | 9.55% | View | |
| 4 | 10 | 10 | 6 | +$23.66 | 9.86% | View | |
| 5 | 10 | 11 | 5 | +$20.27 | 9.45% | View | |
| 6 | 8 | 12 | 10 | +$20.07 | 10.06% | View | |
| 7 | 8 | 11 | 6 | +$18.96 | 9.18% | View | |
| 8 | 6 | 11 | 15 | +$9.63 | 10.17% | View | |
| 9 | 6 | 9 | 5 | $-8.66 | 10.50% | View | |
| 10 | 5 | 13 | 15 | +$17.89 | 9.63% | 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 — Sharkyra Gold
Sharkyra Gold delivered the strongest overall performance across all 100 simulations, averaging $49.21 with 20 first-place finishes.
It remained among the top three in 39 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 23.00% while profitability led the field.
🛡 Most Consistent — XG Gold Robot
XG Gold Robot showed the most stable profit path across the batch, with smaller swings between individual market scenarios.
It stayed profitable in 57 of 100 scenarios and placed top-three 25 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 — Sharkyra Gold
With a profit-to-drawdown ratio of 5.3, Sharkyra Gold 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 — Impulse
Impulse showed the largest variation in drawdown across the batch (33.03% spread, peak 34.05%).
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 $316.94).
Simulation Analysis by Expert Advisor
Observed across 100 independent market paths. Strategy-family context is explanatory, not a forecast.
Sharkyra Gold
Observed across 100 independent market paths: Sharkyra Gold ranked first overall with 20 simulation wins and the highest average return at $49.21.
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: Temporary equity pressure peaked at 23.00% — elevated, yet recovery generally followed in winning simulations.
Path variation: Results swung sharply between simulations (profit spread $472.35).
Impulse
Observed across 100 independent market paths: Impulse finished second with 15 wins and an average return of $15.17 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 34.05%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
BB Return
Observed across 100 independent market paths: BB Return took third place (12 wins, $34.47 average) and stayed competitive in 33 simulations.
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 33.58%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Quantum Valkyrie
Observed across 100 independent market paths: Quantum Valkyrie landed in the upper half at rank #4, posting 10 wins and $23.66 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 33.04% 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 landed in the upper half at rank #5, posting 10 wins and $20.27 average profit.
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 24.08%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Nexorion Initium Novum EA
Observed across 100 independent market paths: Nexorion Initium Novum EA ranked #6 of 10 — 8 wins, $20.07 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 30.78% 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.
XG Gold Robot
Observed across 100 independent market paths: XG Gold Robot ranked #7 of 10 — 8 wins, $18.96 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: Temporary equity pressure peaked at 22.47% — elevated, yet recovery generally followed in winning simulations.
Path variation: Results swung sharply between simulations (profit spread $424.69).
SixtyNine EA
Observed across 100 independent market paths: SixtyNine EA ranked #8 of 10 — 6 wins, $9.63 average profit, 32 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 25.43%, exposing sensitivity to sustained hostile regimes.
Path variation: Only 6 outright wins, but frequently stayed within reach of the leaders.
XIRO Robot
Observed across 100 independent market paths: XIRO Robot ranked #9 of 10 — 6 wins, $-8.66 average profit, 20 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 22.94%), though 48 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $550.13).
Cortex Aurex
Observed across 100 independent market paths: Cortex Aurex ranked #10 of 10 — 5 wins, $17.89 average profit, 33 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 24.98%, spread 19.89%), though 57 of 100 paths still finished profitable.
Path variation: Only 5 outright wins, but frequently stayed within reach of the leaders.