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 | 17 | 13 | 14 | +$66.20 | 8.87% | View | |
| 2 | 17 | 11 | 9 | +$36.59 | 9.74% | View | |
| 3 | 14 | 14 | 6 | +$54.98 | 8.57% | View | |
| 4 | 14 | 11 | 18 | +$46.08 | 9.33% | View | |
| 5 | 12 | 7 | 9 | +$27.52 | 9.56% | View | |
| 6 | 12 | 3 | 9 | +$6.89 | 9.74% | View | |
| 7 | 7 | 11 | 10 | +$28.54 | 9.23% | View | |
| 8 | 5 | 12 | 11 | +$12.65 | 9.76% | View | |
| 9 | 1 | 12 | 5 | $-0.04 | 9.97% | View | |
| 10 | 1 | 6 | 9 | $-15.06 | 10.27% | 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 $66.20 with 17 first-place finishes.
It remained among the top three in 44 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 19.12% while profitability led the field.
🛡 Most Consistent — Gold Snap
Profit outcomes clustered more tightly for Gold Snap 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 rarely finished first (1 wins), trading peak performance for repeatability.
⚖ Best Risk-Adjusted Performance — Sharkyra Gold
With a profit-to-drawdown ratio of 7.5, 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 — XG Gold Robot
Equity swings were widest here — drawdown ranged from 3.73% to 27.80% across 100 simulations.
Hostile regime combinations — trend reversals, volatility spikes, or range extensions — hit this strategy harder than peers.
Favourable paths still produced positive outcomes, but the trade-off was substantially higher drawdown variability.
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 17 simulation wins and the highest average return at $66.20.
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: Capital preservation remained strong — none of the simulations exceeded a 20% drawdown threshold.
Path variation: Results swung sharply between simulations (profit spread $467.17).
Quantum Valkyrie
Observed across 100 independent market paths: Quantum Valkyrie finished second with 17 wins and an average return of $36.59 across 100 paths.
Strategy-family context: Responded to the market conditions present during this simulation, producing positive average returns despite uneven paths.
Observed risk across the sample: Drawdown averaged 9.74% with wider peaks, acceptable given net profitability across the batch.
Path variation: Performance depended heavily on which market path appeared — strong in some, weak in others.
XG Gold Robot
Observed across 100 independent market paths: XG Gold Robot took third place (14 wins, $54.98 average) and stayed competitive in 34 simulations.
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 27.80%, spread 24.07%), though 66 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $563.16).
BB Return
Observed across 100 independent market paths: BB Return landed in the upper half at rank #4, posting 14 wins and $46.08 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 24.06%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
SixtyNine EA
Observed across 100 independent market paths: SixtyNine EA landed in the upper half at rank #5, posting 12 wins and $27.52 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 24.22%, 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 — 12 wins, $6.89 average profit, 24 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 23.22% 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.
Cortex Aurex
Observed across 100 independent market paths: Cortex Aurex ranked #7 of 10 — 7 wins, $28.54 average profit, 28 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 25.04%, spread 19.87%), though 58 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $496.19).
Obsidian Flow Atlas EA
Observed across 100 independent market paths: Obsidian Flow Atlas EA ranked #8 of 10 — 5 wins, $12.65 average profit, 28 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: Average drawdown reached 9.76% with peaks near 20.91%, but recovery completed in most profitable paths.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Gold Snap
Observed across 100 independent market paths: Gold Snap ranked #9 of 10 — 1 wins, $-0.04 average profit, 18 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 27.67% 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.
XIRO Robot
Observed across 100 independent market paths: XIRO Robot ranked #10 of 10 — 1 wins, $-15.06 average profit, 16 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 28.00%, spread 23.45%), though 44 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $509.70).