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 | 31 | 4 | 6 | +$23.69 | 6.59% | View | |
| 2 | 16 | 4 | 6 | +$3.92 | 6.70% | View | |
| 3 | 9 | 22 | 8 | $-3.30 | 8.25% | View | |
| 4 | 9 | 6 | 8 | $-62.03 | 12.13% | View | |
| 5 | 8 | 8 | 12 | $-2.70 | 5.29% | View | |
| 6 | 7 | 9 | 10 | $-38.45 | 10.91% | View | |
| 7 | 7 | 10 | 11 | $-42.66 | 11.40% | View | |
| 8 | 6 | 7 | 14 | $-35.76 | 10.81% | View | |
| 9 | 5 | 13 | 12 | $-12.66 | 10.07% | View | |
| 10 | 2 | 17 | 13 | $-4.16 | 8.32% | 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 — Adaptive Gold Scalper
Adaptive Gold Scalper separated itself from the field by combining frequent wins with an average return of $23.69.
Strong alignment with trending and volatile phases allowed it to stay near the front across 41 top-three finishes.
Downside stayed controlled throughout the batch — peak drawdown was 31.96% while profitability led the field.
🛡 Most Consistent — TwisterPro Scalper
TwisterPro Scalper produced the lowest variation in profitability between simulations (spread $391.81, std. dev. $116.00).
Rather than relying on a few exceptional runs, it maintained competitive performance across a wide variety of market conditions.
It balanced repeatability with 16 outright wins — competitive without being the most aggressive in the batch.
⚖ Best Risk-Adjusted Performance — Adaptive Gold Scalper
Profit of $23.69 per unit of average drawdown (6.59%) ranked highest among all tested systems.
Peers with similar profits often accepted higher average drawdowns; this EA did not.
Its strong average return was achieved without proportionally high drawdown, giving it the most attractive risk-adjusted result in the batch.
⚠ Highest Drawdown Variability — CRT Model 1
CRT Model 1 showed the largest variation in drawdown across the batch (67.23% spread, peak 68.52%).
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.
Adaptive Gold Scalper
Observed across 100 independent market paths: Adaptive Gold Scalper ranked first overall with 31 simulation wins and the highest average return at $23.69.
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 31.96% 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.
TwisterPro Scalper
Observed across 100 independent market paths: TwisterPro Scalper finished second with 16 wins and an average return of $3.92 across 100 paths.
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 21.93%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Safe Haven Gold EA
Observed across 100 independent market paths: Safe Haven Gold EA took third place (9 wins, $-3.30 average) and stayed competitive in 39 simulations.
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 39.49%, spread 39.49%), though 55 of 100 paths still finished profitable.
Path variation: Only 9 outright wins, but frequently stayed within reach of the leaders.
AXIO Gold EA
Observed across 100 independent market paths: AXIO Gold EA landed in the upper half at rank #4, posting 9 wins and $-62.03 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 36.60%, 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 landed in the upper half at rank #5, posting 8 wins and $-2.70 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 33.21%, 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 ranked #6 of 10 — 7 wins, $-38.45 average profit, 26 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 36.25%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Gold Snap
Observed across 100 independent market paths: Gold Snap ranked #7 of 10 — 7 wins, $-42.66 average profit, 28 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 44.74% 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, $-35.76 average profit, 27 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 38.01% 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.
CRT Model 1
Observed across 100 independent market paths: CRT Model 1 ranked #9 of 10 — 5 wins, $-12.66 average profit, 30 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 68.52%, exposing sensitivity to sustained hostile regimes.
Path variation: Only 5 outright wins, but frequently stayed within reach of the leaders.
The Gold Reaper
Observed across 100 independent market paths: The Gold Reaper ranked #10 of 10 — 2 wins, $-4.16 average profit, 32 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 43.19%, spread 43.19%), though 57 of 100 paths still finished profitable.
Path variation: Only 2 outright wins, but frequently stayed within reach of the leaders.