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 | 21 | 11 | 10 | +$62.12 | 8.92% | View | |
| 2 | 17 | 12 | 15 | +$60.55 | 9.50% | View | |
| 3 | 14 | 16 | 10 | +$49.04 | 9.18% | View | |
| 4 | 12 | 9 | 13 | +$40.97 | 9.02% | View | |
| 5 | 9 | 11 | 12 | +$38.31 | 9.71% | View | |
| 6 | 9 | 8 | 9 | +$0.15 | 10.48% | View | |
| 7 | 7 | 11 | 9 | +$22.88 | 9.67% | View | |
| 8 | 5 | 9 | 6 | +$1.81 | 10.11% | View | |
| 9 | 3 | 9 | 8 | +$7.22 | 9.90% | View | |
| 10 | 3 | 4 | 8 | $-23.99 | 10.89% | 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 — The Gold Reaper
While several EAs posted strong individual runs, The Gold Reaper led the batch with 21 outright victories and the highest average profit.
Consistent upper-tier rankings — top three in 42 paths — explain why it outpaced more volatile competitors.
Downside stayed controlled throughout the batch — peak drawdown was 19.97% 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 64 of 100 scenarios and placed top-three 34 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 — The Gold Reaper
The Gold Reaper achieved the best risk-adjusted performance in this batch — $62.12 average profit against 8.92% average drawdown.
It generated meaningful upside without proportionally large equity swings — efficient capital use across 100 independent paths.
Its strong average return was achieved without proportionally high drawdown, giving it the most attractive risk-adjusted result in the batch.
⚠ Highest Drawdown Variability — Nexorion Initium Novum EA
No other EA matched the drawdown dispersion of Nexorion Initium Novum EA, making it the most path-dependent in this test.
Market paths that favoured other strategy types repeatedly punished this design.
Some runs recovered well (best $255.18), yet drawdown dispersion remained the defining characteristic.
Simulation Analysis by Expert Advisor
Observed across 100 independent market paths. Strategy-family context is explanatory, not a forecast.
The Gold Reaper
Observed across 100 independent market paths: The Gold Reaper ranked first overall with 21 simulation wins and the highest average return at $62.12.
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: Capital preservation remained strong — none of the simulations exceeded a 20% drawdown threshold.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Sharkyra Gold
Observed across 100 independent market paths: Sharkyra Gold finished second with 17 wins and an average return of $60.55 across 100 paths.
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 $501.21).
SixtyNine EA
Observed across 100 independent market paths: SixtyNine EA took third place (14 wins, $49.04 average) and stayed competitive in 40 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: Average drawdown reached 9.18% with peaks near 21.12%, but recovery completed in most profitable paths.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
XG Gold Robot
Observed across 100 independent market paths: XG Gold Robot landed in the upper half at rank #4, posting 12 wins and $40.97 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: Large equity declines clustered in prolonged one-directional markets (peak 23.85%, spread 19.80%), though 64 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $474.48).
BB Return
Observed across 100 independent market paths: BB Return landed in the upper half at rank #5, posting 9 wins and $38.31 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: Average drawdown reached 9.71% with peaks near 20.20%, but recovery completed in most profitable paths.
Path variation: Only 9 outright wins, but frequently stayed within reach of the leaders.
Nexorion Initium Novum EA
Observed across 100 independent market paths: Nexorion Initium Novum EA ranked #6 of 10 — 9 wins, $0.15 average profit, 26 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 28.88% 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.
Quantum Valkyrie
Observed across 100 independent market paths: Quantum Valkyrie ranked #7 of 10 — 7 wins, $22.88 average profit, 27 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: Drawdown averaged 9.67% 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.
Obsidian Flow Atlas EA
Observed across 100 independent market paths: Obsidian Flow Atlas EA ranked #8 of 10 — 5 wins, $1.81 average profit, 20 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 23.16%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Cortex Aurex
Observed across 100 independent market paths: Cortex Aurex ranked #9 of 10 — 3 wins, $7.22 average profit, 20 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 24.58%, spread 21.92%), though 55 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $470.26).
XIRO Robot
Observed across 100 independent market paths: XIRO Robot ranked #10 of 10 — 3 wins, $-23.99 average profit, 15 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 25.14%, spread 19.94%), though 43 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $425.93).