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 | 27 | 3 | 10 | +$7.78 | 6.57% | View | |
| 2 | 17 | 14 | 5 | $-30.79 | 10.54% | View | |
| 3 | 13 | 9 | 11 | $-26.70 | 7.80% | View | |
| 4 | 10 | 18 | 7 | $-49.29 | 12.11% | View | |
| 5 | 8 | 7 | 8 | $-48.09 | 10.54% | View | |
| 6 | 6 | 13 | 10 | $-26.75 | 8.69% | View | |
| 7 | 6 | 6 | 6 | $-51.78 | 10.69% | View | |
| 8 | 6 | 12 | 16 | $-54.80 | 12.16% | View | |
| 9 | 4 | 7 | 12 | $-11.87 | 4.74% | View | |
| 10 | 3 | 11 | 15 | $-35.74 | 11.13% | 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 — TwisterPro Scalper
While several EAs posted strong individual runs, TwisterPro Scalper led the batch with 27 outright victories and the highest average profit.
Consistent upper-tier rankings — top three in 40 paths — explain why it outpaced more volatile competitors.
Downside stayed controlled throughout the batch — peak drawdown was 34.50% while profitability led the field.
🛡 Most Consistent — TwisterPro Scalper
TwisterPro Scalper produced the lowest variation in profitability between simulations (spread $471.83, std. dev. $121.55).
Rather than relying on a few exceptional runs, it maintained competitive performance across a wide variety of market conditions.
It balanced repeatability with 27 outright wins — competitive without being the most aggressive in the batch.
⚖ Best Risk-Adjusted Performance — TwisterPro Scalper
TwisterPro Scalper achieved the best risk-adjusted performance in this batch — $7.78 average profit against 6.57% 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 — Zerqon EA
No other EA matched the drawdown dispersion of Zerqon 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 $129.38), 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.
TwisterPro Scalper
Observed across 100 independent market paths: TwisterPro Scalper ranked first overall with 27 simulation wins and the highest average return at $7.78.
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 34.50%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
AXIO Gold EA
Observed across 100 independent market paths: AXIO Gold EA finished second with 17 wins and an average return of $-30.79 across 100 paths.
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 45.46%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Gold Trend EA Pro
Observed across 100 independent market paths: Gold Trend EA Pro took third place (13 wins, $-26.70 average) and stayed competitive in 33 simulations.
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 46.08%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Byrdi
Observed across 100 independent market paths: Byrdi landed in the upper half at rank #4, posting 10 wins and $-49.29 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 48.10%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
CRT Model 1
Observed across 100 independent market paths: CRT Model 1 landed in the upper half at rank #5, posting 8 wins and $-48.09 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 33.26%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
The Gold Reaper
Observed across 100 independent market paths: The Gold Reaper ranked #6 of 10 — 6 wins, $-26.75 average profit, 29 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 34.48%, spread 34.48%), though 48 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $474.18).
Gold Snap
Observed across 100 independent market paths: Gold Snap ranked #7 of 10 — 6 wins, $-51.78 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 42.95% 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.
Zerqon EA
Observed across 100 independent market paths: Zerqon EA ranked #8 of 10 — 6 wins, $-54.80 average profit, 34 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 52.88% when trends ran without sufficient recovery — a defining risk characteristic of this batch.
Path variation: Only 6 outright wins, but frequently stayed within reach of the leaders.
SwissSniperEA
Observed across 100 independent market paths: SwissSniperEA ranked #9 of 10 — 4 wins, $-11.87 average profit, 23 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 33.25%, spread 33.25%), though 34 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $435.75).
Safe Haven Gold EA
Observed across 100 independent market paths: Safe Haven Gold EA ranked #10 of 10 — 3 wins, $-35.74 average profit, 29 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 34.94%, spread 33.51%), though 48 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $453.71).