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 | 35 | 10 | 8 | +$84.82 | 8.52% | View | |
| 2 | 19 | 9 | 12 | +$57.68 | 8.09% | View | |
| 3 | 15 | 14 | 17 | +$61.57 | 7.66% | View | |
| 4 | 15 | 16 | 10 | +$47.38 | 9.24% | View | |
| 5 | 6 | 13 | 17 | +$36.01 | 8.85% | View | |
| 6 | 2 | 10 | 14 | +$21.83 | 8.27% | View | |
| 7 | 2 | 11 | 6 | $-12.23 | 9.50% | View | |
| 8 | 2 | 9 | 5 | $-12.66 | 9.60% | View | |
| 9 | 2 | 6 | 4 | $-26.48 | 9.96% | View | |
| 10 | 2 | 2 | 7 | $-30.60 | 10.16% | 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 35 outright victories and the highest average profit.
Consistent upper-tier rankings — top three in 53 paths — explain why it outpaced more volatile competitors.
Downside stayed controlled throughout the batch — peak drawdown was 17.93% while profitability led the field.
🛡 Most Consistent — The Buster XAU Single Entry
The Buster XAU Single Entry showed the most stable profit path across the batch, with smaller swings between individual market scenarios.
It stayed profitable in 61 of 100 scenarios and placed top-three 26 times — steady without needing to dominate every run.
It rarely finished first (2 wins), trading peak performance for repeatability.
⚖ Best Risk-Adjusted Performance — The Gold Reaper
The Gold Reaper achieved the best risk-adjusted performance in this batch — $84.82 average profit against 8.52% 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 — Luna AI Pro
Luna AI Pro showed the largest variation in drawdown across the batch (25.80% spread, peak 26.40%).
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.
The Gold Reaper
Observed across 100 independent market paths: The Gold Reaper ranked first overall with 35 simulation wins and the highest average return at $84.82.
Strategy-family context: Responded to the market conditions present during this simulation with comparatively controlled drawdowns across diverse regimes.
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.
GOLD Scalper PRO
Observed across 100 independent market paths: GOLD Scalper PRO finished second with 19 wins and an average return of $57.68 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.
TwisterPro Scalper
Observed across 100 independent market paths: TwisterPro Scalper took third place (15 wins, $61.57 average) and stayed competitive in 46 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.
Gold Vanguard EA
Observed across 100 independent market paths: Gold Vanguard EA landed in the upper half at rank #4, posting 15 wins and $47.38 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: Temporary equity pressure peaked at 20.36% — elevated, yet recovery generally followed in winning simulations.
Path variation: Results swung sharply between simulations (profit spread $452.86).
TNG Gold
Observed across 100 independent market paths: TNG Gold landed in the upper half at rank #5, posting 6 wins and $36.01 average profit.
Strategy-family context: Responded to the market conditions present during this simulation with comparatively controlled drawdowns across diverse regimes.
Observed risk across the sample: Capital preservation remained strong — none of the simulations exceeded a 20% drawdown threshold.
Path variation: Only 6 outright wins, but frequently stayed within reach of the leaders.
The Buster XAU Single Entry
Observed across 100 independent market paths: The Buster XAU Single Entry ranked #6 of 10 — 2 wins, $21.83 average profit, 26 top-three finishes.
Strategy-family context: Responded to the market conditions present during this simulation with comparatively controlled drawdowns across diverse regimes.
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 $314.89).
SuperScalp Gold
Observed across 100 independent market paths: SuperScalp Gold ranked #7 of 10 — 2 wins, $-12.23 average profit, 19 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 21.91% without reliable recovery across adverse regimes.
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 — 2 wins, $-12.66 average profit, 16 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 24.42%, exposing sensitivity to sustained hostile regimes.
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 — 2 wins, $-26.48 average profit, 12 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 26.40%, exposing sensitivity to sustained hostile regimes.
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, $-30.60 average profit, 11 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 24.82% 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.