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 | 16 | 7 | 11 | +$31.10 | 8.02% | View | |
| 2 | 15 | 7 | 15 | +$18.35 | 8.41% | View | |
| 3 | 15 | 5 | 9 | +$1.29 | 10.20% | View | |
| 4 | 13 | 10 | 6 | +$14.69 | 8.95% | View | |
| 5 | 13 | 14 | 4 | +$11.40 | 9.78% | View | |
| 6 | 10 | 6 | 13 | +$10.58 | 9.76% | View | |
| 7 | 6 | 12 | 9 | $-7.96 | 10.11% | View | |
| 8 | 5 | 14 | 8 | +$5.21 | 10.27% | View | |
| 9 | 5 | 9 | 9 | $-19.82 | 11.02% | View | |
| 10 | 2 | 16 | 16 | +$35.97 | 7.90% | 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 — Goldrix Trend
Goldrix Trend delivered the strongest overall performance across all 100 simulations, averaging $31.10 with 16 first-place finishes.
It remained among the top three in 34 of 100 runs, showing that its lead was not dependent on only a few exceptional outcomes.
Average drawdown remained contained at 8.02%, supporting a favourable balance between profitability and capital stress.
🛡 Most Consistent — TwisterPro Scalper
TwisterPro Scalper produced the lowest variation in profitability between simulations (spread $348.60, std. dev. $85.12).
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 — TwisterPro Scalper
TwisterPro Scalper achieved the best risk-adjusted performance in this batch — $35.97 average profit against 7.90% average drawdown.
It generated meaningful upside without proportionally large equity swings — efficient capital use across 100 independent paths.
It may not have won the most simulations (2 wins), but each unit of drawdown produced more profit than competitors.
⚠ Highest Drawdown Variability — SwissSniperEA
Equity swings were widest here — drawdown ranged from 2.02% to 29.39% across 100 simulations.
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.
Goldrix Trend
Observed across 100 independent market paths: Goldrix Trend ranked first overall with 16 simulation wins and the highest average return at $31.10.
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: Downside risk remained moderate. Maximum drawdown stayed below 20% throughout every simulation.
Path variation: Results swung sharply between simulations (profit spread $448.06).
SwissSniperEA
Observed across 100 independent market paths: SwissSniperEA finished second with 15 wins and an average return of $18.35 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: Large equity declines clustered in prolonged one-directional markets (peak 29.39%, spread 27.37%), though 61 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $496.50).
Byrdi
Observed across 100 independent market paths: Byrdi took third place (15 wins, $1.29 average) and stayed competitive in 29 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: Extended adverse movement drove drawdowns toward 25.49%, 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 landed in the upper half at rank #4, posting 13 wins and $14.69 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: Despite an aggressive style, drawdown never breached 20% — placing it among the safer directional systems in this batch.
Path variation: Results swung sharply between simulations (profit spread $440.58).
Safe Haven Gold EA
Observed across 100 independent market paths: Safe Haven Gold EA landed in the upper half at rank #5, posting 13 wins and $11.40 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 22.22% — elevated, yet recovery generally followed in winning simulations.
Path variation: Results swung sharply between simulations (profit spread $446.53).
CRT Model 1
Observed across 100 independent market paths: CRT Model 1 ranked #6 of 10 — 10 wins, $10.58 average profit, 29 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 26.99%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Zerqon EA
Observed across 100 independent market paths: Zerqon EA ranked #7 of 10 — 6 wins, $-7.96 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 25.25% 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.
Gold Snap
Observed across 100 independent market paths: Gold Snap ranked #8 of 10 — 5 wins, $5.21 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 10.27% 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.
AXIO Gold EA
Observed across 100 independent market paths: AXIO Gold EA ranked #9 of 10 — 5 wins, $-19.82 average profit, 23 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 24.37%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
TwisterPro Scalper
Observed across 100 independent market paths: TwisterPro Scalper ranked #10 of 10 — 2 wins, $35.97 average profit, 34 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: Downside risk stayed controlled across all simulated market paths.
Path variation: Only 2 outright wins, but frequently stayed within reach of the leaders.