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 | 14 | 9 | 7 | $-23.34 | 7.65% | View | |
| 2 | 14 | 12 | 10 | $-25.25 | 9.59% | View | |
| 3 | 14 | 13 | 14 | $-26.72 | 8.50% | View | |
| 4 | 13 | 10 | 11 | $-15.56 | 7.30% | View | |
| 5 | 9 | 7 | 8 | $-38.88 | 10.53% | View | |
| 6 | 8 | 14 | 12 | $-26.31 | 10.12% | View | |
| 7 | 7 | 5 | 9 | $-30.10 | 6.33% | View | |
| 8 | 7 | 12 | 6 | $-32.12 | 6.48% | View | |
| 9 | 7 | 10 | 6 | $-37.01 | 10.87% | View | |
| 10 | 7 | 8 | 17 | $-44.02 | 10.64% | 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 $-23.34 with 14 first-place finishes.
It remained among the top three in 30 of 100 runs, showing that its lead was not dependent on only a few exceptional outcomes.
Average drawdown remained contained at 7.65%, supporting a favourable balance between profitability and capital stress.
🛡 Most Consistent — The Golden Staircase
The Golden Staircase showed the most stable profit path across the batch, with smaller swings between individual market scenarios.
It stayed profitable in 46 of 100 scenarios and placed top-three 23 times — steady without needing to dominate every run.
It rarely finished first (7 wins), trading peak performance for repeatability.
⚖ Best Risk-Adjusted Performance — Trend Matrix EA
Profit of $-15.56 per unit of average drawdown (7.30%) ranked highest among all tested systems.
Peers with similar profits often accepted higher average drawdowns; this EA did not.
Maximum upside was moderate compared with the batch winner, yet the profit-to-drawdown trade-off was the most attractive.
⚠ Highest Drawdown Variability — CRT Model 1
CRT Model 1 showed the largest variation in drawdown across the batch (54.45% spread, peak 54.45%).
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 14 simulation wins and the highest average return at $-23.34.
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 36.12%, spread 36.12%), though 45 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $477.47).
CRT Model 1
Observed across 100 independent market paths: CRT Model 1 finished second with 14 wins and an average return of $-25.25 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 54.45%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Boring Gold EA Xauusd Trend RSI Strategy
Observed across 100 independent market paths: Boring Gold EA Xauusd Trend RSI Strategy took third place (14 wins, $-26.72 average) and stayed competitive in 41 simulations.
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 33.65% 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.
Trend Matrix EA
Observed across 100 independent market paths: Trend Matrix EA landed in the upper half at rank #4, posting 13 wins and $-15.56 average profit.
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 32.72% 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.
Swing Breakout EA
Observed across 100 independent market paths: Swing Breakout EA landed in the upper half at rank #5, posting 9 wins and $-38.88 average profit.
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 33.26% 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.
GoldZ AI
Observed across 100 independent market paths: GoldZ AI ranked #6 of 10 — 8 wins, $-26.31 average profit, 34 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 37.06%, exposing sensitivity to sustained hostile regimes.
Path variation: Only 8 outright wins, but frequently stayed within reach of the leaders.
Spider Gold
Observed across 100 independent market paths: Spider Gold ranked #7 of 10 — 7 wins, $-30.10 average profit, 21 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 32.48% 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 Trend EA Pro
Observed across 100 independent market paths: Gold Trend EA Pro ranked #8 of 10 — 7 wins, $-32.12 average profit, 25 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 37.51%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
The Golden Staircase
Observed across 100 independent market paths: The Golden Staircase ranked #9 of 10 — 7 wins, $-37.01 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 34.69%, spread 33.01%), though 46 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $442.95).
Gold Sniper Ravex Algo
Observed across 100 independent market paths: Gold Sniper Ravex Algo ranked #10 of 10 — 7 wins, $-44.02 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 32.82%, spread 31.23%), though 47 of 100 paths still finished profitable.
Path variation: Only 7 outright wins, but frequently stayed within reach of the leaders.