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 | 22 | 10 | 9 | +$61.42 | 8.83% | View | |
| 2 | 18 | 9 | 4 | +$32.01 | 10.51% | View | |
| 3 | 14 | 11 | 9 | +$48.58 | 8.53% | View | |
| 4 | 14 | 12 | 11 | +$43.92 | 10.16% | View | |
| 5 | 9 | 11 | 16 | +$21.62 | 10.75% | View | |
| 6 | 7 | 8 | 13 | $-10.98 | 11.73% | View | |
| 7 | 6 | 11 | 16 | +$13.74 | 9.89% | View | |
| 8 | 6 | 6 | 7 | $-49.95 | 13.31% | View | |
| 9 | 3 | 14 | 11 | $-7.99 | 12.07% | View | |
| 10 | 1 | 8 | 4 | $-30.12 | 11.65% | 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 — Lizard
While several EAs posted strong individual runs, Lizard led the batch with 22 outright victories and the highest average profit.
Consistent upper-tier rankings — top three in 41 paths — explain why it outpaced more volatile competitors.
Average drawdown remained contained at 8.83%, supporting a favourable balance between profitability and capital stress.
🛡 Most Consistent — Gold Sniper Ravex Algo
Gold Sniper Ravex Algo showed the most stable profit path across the batch, with smaller swings between individual market scenarios.
It stayed profitable in 41 of 100 scenarios and placed top-three 13 times — steady without needing to dominate every run.
It rarely finished first (1 wins), trading peak performance for repeatability.
⚖ Best Risk-Adjusted Performance — Lizard
Lizard achieved the best risk-adjusted performance in this batch — $61.42 average profit against 8.83% 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 — GoldStorm Pro EA
GoldStorm Pro EA showed the largest variation in drawdown across the batch (95.44% spread, peak 100.00%).
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 $428.01).
Simulation Analysis by Expert Advisor
Observed across 100 independent market paths. Strategy-family context is explanatory, not a forecast.
Lizard
Observed across 100 independent market paths: Lizard ranked first overall with 22 simulation wins and the highest average return at $61.42.
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 33.14%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
GoldStorm Pro EA
Observed across 100 independent market paths: GoldStorm Pro EA finished second with 18 wins and an average return of $32.01 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 100.00%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Smart Gold Hunter
Observed across 100 independent market paths: Smart Gold Hunter took third place (14 wins, $48.58 average) and stayed competitive in 34 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: Capital preservation remained strong — none of the simulations exceeded a 20% drawdown threshold.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Vex Gold EA
Observed across 100 independent market paths: Vex Gold EA landed in the upper half at rank #4, posting 14 wins and $43.92 average profit.
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 34.60% 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.
Impulse
Observed across 100 independent market paths: Impulse landed in the upper half at rank #5, posting 9 wins and $21.62 average profit.
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 30.48%, exposing sensitivity to sustained hostile regimes.
Path variation: Only 9 outright wins, but frequently stayed within reach of the leaders.
GoldSpire
Observed across 100 independent market paths: GoldSpire ranked #6 of 10 — 7 wins, $-10.98 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 33.13% 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 House
Observed across 100 independent market paths: Gold House ranked #7 of 10 — 6 wins, $13.74 average profit, 33 top-three finishes.
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 24.23%, spread 19.23%), though 51 of 100 paths still finished profitable.
Path variation: Only 6 outright wins, but frequently stayed within reach of the leaders.
XAU Marti H1Trend
Observed across 100 independent market paths: XAU Marti H1Trend ranked #8 of 10 — 6 wins, $-49.95 average profit, 19 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 42.89% 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.
LNT Gold X100
Observed across 100 independent market paths: LNT Gold X100 ranked #9 of 10 — 3 wins, $-7.99 average profit, 28 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 34.55%, spread 34.54%), though 48 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $587.99).
Gold Sniper Ravex Algo
Observed across 100 independent market paths: Gold Sniper Ravex Algo ranked #10 of 10 — 1 wins, $-30.12 average profit, 13 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 33.78%, spread 29.21%), though 41 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $500.21).