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 | 26 | 3 | 7 | +$9.32 | 6.50% | View | |
| 2 | 18 | 5 | 6 | $-4.23 | 8.38% | View | |
| 3 | 17 | 8 | 4 | $-2.83 | 7.24% | View | |
| 4 | 9 | 13 | 20 | +$7.88 | 8.62% | View | |
| 5 | 9 | 10 | 3 | $-42.63 | 9.79% | View | |
| 6 | 6 | 18 | 15 | $-5.69 | 7.54% | View | |
| 7 | 6 | 7 | 9 | $-10.37 | 5.36% | View | |
| 8 | 4 | 9 | 14 | $-46.33 | 10.95% | View | |
| 9 | 3 | 14 | 11 | $-16.97 | 7.03% | View | |
| 10 | 2 | 13 | 11 | $-29.55 | 10.37% | 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 — The Buster XAU Single Entry
The Buster XAU Single Entry delivered the strongest overall performance across all 100 simulations, averaging $9.32 with 26 first-place finishes.
It remained among the top three in 36 of 100 runs, showing that its lead was not dependent on only a few exceptional outcomes.
Average drawdown remained contained at 6.50%, supporting a favourable balance between profitability and capital stress.
🛡 Most Consistent — Mosquito
Profit outcomes clustered more tightly for Mosquito 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.
It rarely finished first (6 wins), trading peak performance for repeatability.
⚖ Best Risk-Adjusted Performance — The Buster XAU Single Entry
With a profit-to-drawdown ratio of 1.4, The Buster XAU Single Entry delivered the strongest return relative to capital stress in this test.
Returns scaled favourably versus drawdown, suggesting conditions aligned with its strategy without excessive recovery pressure.
It combined the batch's highest average profit with comparatively low average drawdown, producing the strongest profit-to-drawdown trade-off.
⚠ Highest Drawdown Variability — SwissSniperEA
Equity swings were widest here — drawdown ranged from 0.00% to 58.55% 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.
The Buster XAU Single Entry
Observed across 100 independent market paths: The Buster XAU Single Entry ranked first overall with 26 simulation wins and the highest average return at $9.32.
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 28.71%, spread 27.21%), though 54 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $451.59).
TNG Gold
Observed across 100 independent market paths: TNG Gold finished second with 18 wins and an average return of $-4.23 across 100 paths.
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 54.48% 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.
Mavrik Scalper
Observed across 100 independent market paths: Mavrik Scalper took third place (17 wins, $-2.83 average) and stayed competitive in 29 simulations.
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 37.10%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Gold Zilla AI
Observed across 100 independent market paths: Gold Zilla AI landed in the upper half at rank #4, posting 9 wins and $7.88 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 46.82%, exposing sensitivity to sustained hostile regimes.
Path variation: Only 9 outright wins, but frequently stayed within reach of the leaders.
Wave Rider EA
Observed across 100 independent market paths: Wave Rider EA landed in the upper half at rank #5, posting 9 wins and $-42.63 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 36.45% 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.
Prisma
Observed across 100 independent market paths: Prisma ranked #6 of 10 — 6 wins, $-5.69 average profit, 39 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 36.32% when trends ran without sufficient recovery — a defining risk characteristic of this batch.
Path variation: Only 6 outright wins, but frequently stayed within reach of the leaders.
Mosquito
Observed across 100 independent market paths: Mosquito ranked #7 of 10 — 6 wins, $-10.37 average profit, 22 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 45.32% 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.
Prime Execution AI EA
Observed across 100 independent market paths: Prime Execution AI EA ranked #8 of 10 — 4 wins, $-46.33 average profit, 27 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 34.74%, spread 33.86%), though 52 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $474.79).
SwissSniperEA
Observed across 100 independent market paths: SwissSniperEA ranked #9 of 10 — 3 wins, $-16.97 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 58.55%, spread 58.55%), though 44 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $592.88).
Helios Gold AI
Observed across 100 independent market paths: Helios Gold AI ranked #10 of 10 — 2 wins, $-29.55 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 37.21%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.