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 | 17 | 14 | 11 | +$31.13 | 7.73% | View | |
| 2 | 15 | 6 | 11 | +$26.45 | 9.02% | View | |
| 3 | 12 | 14 | 9 | +$25.43 | 9.57% | View | |
| 4 | 12 | 12 | 9 | +$11.54 | 8.81% | View | |
| 5 | 11 | 9 | 8 | +$16.64 | 9.67% | View | |
| 6 | 8 | 9 | 6 | $-5.23 | 10.23% | View | |
| 7 | 7 | 7 | 17 | +$25.95 | 8.07% | View | |
| 8 | 7 | 13 | 10 | +$12.16 | 9.54% | View | |
| 9 | 6 | 8 | 12 | $-18.31 | 11.12% | View | |
| 10 | 5 | 8 | 7 | $-28.16 | 10.67% | 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 — SwissSniperEA
SwissSniperEA delivered the strongest overall performance across all 100 simulations, averaging $31.13 with 17 first-place finishes.
It remained among the top three in 42 of 100 runs, showing that its lead was not dependent on only a few exceptional outcomes.
Downside stayed controlled throughout the batch — peak drawdown was 19.54% while profitability led the field.
🛡 Most Consistent — TwisterPro Scalper
TwisterPro Scalper produced the lowest variation in profitability between simulations (spread $295.28, std. dev. $76.63).
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 — SwissSniperEA
With a profit-to-drawdown ratio of 4.0, SwissSniperEA 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.
Its strong average return was achieved without proportionally high drawdown, giving it the most attractive risk-adjusted result in the batch.
⚠ Highest Drawdown Variability — Gold Trend EA Pro
Gold Trend EA Pro showed the largest variation in drawdown across the batch (22.46% spread, peak 25.66%).
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.
SwissSniperEA
Observed across 100 independent market paths: SwissSniperEA ranked first overall with 17 simulation wins and the highest average return at $31.13.
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 $440.14).
The Gold Reaper
Observed across 100 independent market paths: The Gold Reaper finished second with 15 wins and an average return of $26.45 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 23.40%, spread 19.25%), though 58 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $496.53).
Byrdi
Observed across 100 independent market paths: Byrdi took third place (12 wins, $25.43 average) and stayed competitive in 35 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: Average drawdown reached 9.57% with peaks near 22.14%, but recovery completed in most profitable paths.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Gold Trend EA Pro
Observed across 100 independent market paths: Gold Trend EA Pro landed in the upper half at rank #4, posting 12 wins and $11.54 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 25.66%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Deriv Karma Project EA
Observed across 100 independent market paths: Deriv Karma Project EA landed in the upper half at rank #5, posting 11 wins and $16.64 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: Average drawdown reached 9.67% with peaks near 23.17%, but recovery completed in most profitable paths.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Zerqon EA
Observed across 100 independent market paths: Zerqon EA ranked #6 of 10 — 8 wins, $-5.23 average profit, 23 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: Equity swings peaked at 22.33% without reliable recovery across adverse regimes.
Path variation: Performance depended heavily on which market path appeared — strong in some, weak in others.
TwisterPro Scalper
Observed across 100 independent market paths: TwisterPro Scalper ranked #7 of 10 — 7 wins, $25.95 average profit, 31 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 7 outright wins, but frequently stayed within reach of the leaders.
Safe Haven Gold EA
Observed across 100 independent market paths: Safe Haven Gold EA ranked #8 of 10 — 7 wins, $12.16 average profit, 30 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 23.81%, spread 19.71%), though 51 of 100 paths still finished profitable.
Path variation: Only 7 outright wins, but frequently stayed within reach of the leaders.
Gold Snap
Observed across 100 independent market paths: Gold Snap ranked #9 of 10 — 6 wins, $-18.31 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 26.03% 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.
AXIO Gold EA
Observed across 100 independent market paths: AXIO Gold EA ranked #10 of 10 — 5 wins, $-28.16 average profit, 20 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 25.95%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.