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 | 8 | 6 | +$55.92 | 10.28% | View | |
| 2 | 15 | 8 | 11 | +$31.17 | 8.03% | View | |
| 3 | 10 | 9 | 10 | +$4.40 | 10.68% | View | |
| 4 | 9 | 15 | 9 | +$15.23 | 9.21% | View | |
| 5 | 9 | 9 | 14 | $-6.13 | 11.05% | View | |
| 6 | 8 | 7 | 13 | +$23.36 | 9.63% | View | |
| 7 | 8 | 11 | 7 | $-16.86 | 9.61% | View | |
| 8 | 5 | 13 | 10 | +$3.64 | 8.65% | View | |
| 9 | 3 | 12 | 11 | $-8.46 | 9.30% | View | |
| 10 | 2 | 8 | 9 | $-24.94 | 11.11% | 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 — Scalping Robot Pro
While several EAs posted strong individual runs, Scalping Robot Pro led the batch with 31 outright victories and the highest average profit.
Consistent upper-tier rankings — top three in 45 paths — explain why it outpaced more volatile competitors.
Average drawdown remained contained at 10.28%, supporting a favourable balance between profitability and capital stress.
🛡 Most Consistent — Swing Breakout EA
Profit outcomes clustered more tightly for Swing Breakout EA than for any other EA in this test.
Consistent mid-to-upper rankings reflected an ability to adapt when regimes shifted, not just excel in one market type.
This consistency came at the cost of fewer outright wins than more aggressive competitors.
⚖ Best Risk-Adjusted Performance — Scalping Robot Pro
Scalping Robot Pro achieved the best risk-adjusted performance in this batch — $55.92 average profit against 10.28% average drawdown.
It generated meaningful upside without proportionally large equity swings — efficient capital use across 100 independent paths.
It combined the batch's highest average profit with comparatively low average drawdown, producing the strongest profit-to-drawdown trade-off.
⚠ Highest Drawdown Variability — Scalping Robot Pro
Scalping Robot Pro showed the largest variation in drawdown across the batch (27.86% spread, peak 32.76%).
Market paths that favoured other strategy types repeatedly punished this design.
When volatility aligned, it occasionally produced some of the strongest individual simulation results (best run $402.38).
Simulation Analysis by Expert Advisor
Observed across 100 independent market paths. Strategy-family context is explanatory, not a forecast.
Scalping Robot Pro
Observed across 100 independent market paths: Scalping Robot Pro ranked first overall with 31 simulation wins and the highest average return at $55.92.
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 32.76%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Goldrix Trend
Observed across 100 independent market paths: Goldrix Trend finished second with 15 wins and an average return of $31.17 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 25.54%, spread 25.42%), though 65 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $513.22).
The Golden Staircase
Observed across 100 independent market paths: The Golden Staircase took third place (10 wins, $4.40 average) and stayed competitive in 29 simulations.
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 28.22%, spread 21.99%), though 52 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $517.07).
EA Gold Stuff
Observed across 100 independent market paths: EA Gold Stuff landed in the upper half at rank #4, posting 9 wins and $15.23 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: Large equity declines clustered in prolonged one-directional markets (peak 25.72%, spread 21.44%), though 54 of 100 paths still finished profitable.
Path variation: Only 9 outright wins, but frequently stayed within reach of the leaders.
Ultimate Breakout System
Observed across 100 independent market paths: Ultimate Breakout System landed in the upper half at rank #5, posting 9 wins and $-6.13 average profit.
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 25.30%, spread 19.48%), though 50 of 100 paths still finished profitable.
Path variation: Only 9 outright wins, but frequently stayed within reach of the leaders.
Swing Breakout EA
Observed across 100 independent market paths: Swing Breakout EA ranked #6 of 10 — 8 wins, $23.36 average profit, 28 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: Peak drawdown hit 26.33% 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 #7 of 10 — 8 wins, $-16.86 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 26.65%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Spider Gold
Observed across 100 independent market paths: Spider Gold ranked #8 of 10 — 5 wins, $3.64 average profit, 28 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: Peak drawdown hit 26.92% 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.
Boring Gold EA Xauusd Trend RSI Strategy
Observed across 100 independent market paths: Boring Gold EA Xauusd Trend RSI Strategy ranked #9 of 10 — 3 wins, $-8.46 average profit, 26 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 22.81% 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 Sniper Ravex Algo
Observed across 100 independent market paths: Gold Sniper Ravex Algo ranked #10 of 10 — 2 wins, $-24.94 average profit, 19 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 28.51%, spread 22.87%), though 45 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $423.31).