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 | 33 | 13 | 13 | +$94.23 | 8.35% | View | |
| 2 | 16 | 13 | 6 | +$44.36 | 7.79% | View | |
| 3 | 13 | 12 | 13 | +$42.75 | 8.40% | View | |
| 4 | 11 | 12 | 8 | $-21.91 | 12.03% | View | |
| 5 | 7 | 12 | 11 | +$23.59 | 8.33% | View | |
| 6 | 6 | 15 | 13 | +$24.45 | 9.12% | View | |
| 7 | 6 | 8 | 11 | +$2.19 | 9.12% | View | |
| 8 | 3 | 4 | 10 | $-11.62 | 9.31% | View | |
| 9 | 3 | 4 | 6 | $-32.13 | 9.79% | View | |
| 10 | 2 | 7 | 9 | $-30.85 | 9.51% | 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 — AurumEdge Scalper Pro
While several EAs posted strong individual runs, AurumEdge Scalper Pro led the batch with 33 outright victories and the highest average profit.
Consistent upper-tier rankings — top three in 59 paths — explain why it outpaced more volatile competitors.
Average drawdown remained contained at 8.35%, supporting a favourable balance between profitability and capital stress.
🛡 Most Consistent — GOLD Scalper PRO
GOLD Scalper PRO produced the lowest variation in profitability between simulations (spread $344.70, std. dev. $81.77).
Rather than relying on a few exceptional runs, it maintained competitive performance across a wide variety of market conditions.
This consistency came at the cost of fewer outright wins than more aggressive competitors.
⚖ Best Risk-Adjusted Performance — AurumEdge Scalper Pro
AurumEdge Scalper Pro achieved the best risk-adjusted performance in this batch — $94.23 average profit against 8.35% average drawdown.
It generated meaningful upside without proportionally large equity swings — efficient capital use across 100 independent paths.
It combined the batch's highest average profit with comparatively low average drawdown, producing the strongest profit-to-drawdown trade-off.
⚠ Highest Drawdown Variability — Impulse
Impulse showed the largest variation in drawdown across the batch (31.40% spread, peak 34.11%).
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 $324.24).
Simulation Analysis by Expert Advisor
Observed across 100 independent market paths. Strategy-family context is explanatory, not a forecast.
AurumEdge Scalper Pro
Observed across 100 independent market paths: AurumEdge Scalper Pro ranked first overall with 33 simulation wins and the highest average return at $94.23.
Strategy-family context: Responded to the market conditions present during this simulation with comparatively controlled drawdowns across diverse regimes.
Observed risk across the sample: Despite an aggressive style, drawdown never breached 20% — placing it among the safer directional systems in this batch.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
TwisterPro Scalper
Observed across 100 independent market paths: TwisterPro Scalper finished second with 16 wins and an average return of $44.36 across 100 paths.
Strategy-family context: Responded to the market conditions present during this simulation with comparatively controlled drawdowns across diverse regimes.
Observed risk across the sample: Downside risk stayed controlled across all simulated market paths.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
GOLD Scalper PRO
Observed across 100 independent market paths: GOLD Scalper PRO took third place (13 wins, $42.75 average) and stayed competitive in 38 simulations.
Strategy-family context: Responded to the market conditions present during this simulation with comparatively controlled drawdowns across diverse regimes.
Observed risk across the sample: Downside risk stayed controlled across all simulated market paths.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Impulse
Observed across 100 independent market paths: Impulse landed in the upper half at rank #4, posting 11 wins and $-21.91 average profit.
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 34.11%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
The Buster XAU Single Entry
Observed across 100 independent market paths: The Buster XAU Single Entry landed in the upper half at rank #5, posting 7 wins and $23.59 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 22.20%, spread 21.09%), though 57 of 100 paths still finished profitable.
Path variation: Only 7 outright wins, but frequently stayed within reach of the leaders.
TNG Gold
Observed across 100 independent market paths: TNG Gold ranked #6 of 10 — 6 wins, $24.45 average profit, 34 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 9.12% with wider peaks, acceptable given net profitability across the batch.
Path variation: Only 6 outright wins, but frequently stayed within reach of the leaders.
SuperScalp Gold
Observed across 100 independent market paths: SuperScalp Gold ranked #7 of 10 — 6 wins, $2.19 average profit, 25 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: Severe equity declines were avoided in every simulation, with peak drawdown remaining under 20%.
Path variation: Performance depended heavily on which market path appeared — strong in some, weak in others.
Mavrik Scalper
Observed across 100 independent market paths: Mavrik Scalper ranked #8 of 10 — 3 wins, $-11.62 average profit, 17 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: Drawdown pressure stayed elevated (avg 9.31%, peak 21.46%) and recovery was inconsistent.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Luna AI Pro
Observed across 100 independent market paths: Luna AI Pro ranked #9 of 10 — 3 wins, $-32.13 average profit, 13 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: 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.
Wave Rider EA
Observed across 100 independent market paths: Wave Rider EA ranked #10 of 10 — 2 wins, $-30.85 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: Equity swings peaked at 21.38% without reliable recovery across adverse regimes.
Path variation: Performance depended heavily on which market path appeared — strong in some, weak in others.