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 | 16 | 7 | 10 | +$24.24 | 9.33% | View | |
| 2 | 16 | 8 | 9 | +$15.11 | 9.24% | View | |
| 3 | 13 | 11 | 10 | +$16.98 | 8.15% | View | |
| 4 | 11 | 12 | 13 | +$13.13 | 9.78% | View | |
| 5 | 10 | 5 | 14 | +$11.07 | 9.70% | View | |
| 6 | 9 | 17 | 7 | +$11.67 | 9.96% | View | |
| 7 | 8 | 6 | 12 | +$4.15 | 9.67% | View | |
| 8 | 7 | 8 | 7 | $-2.66 | 9.56% | View | |
| 9 | 5 | 16 | 10 | +$33.22 | 7.77% | View | |
| 10 | 5 | 10 | 8 | $-7.43 | 9.73% | 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 Gold Reaper
While several EAs posted strong individual runs, The Gold Reaper led the batch with 16 outright victories and the highest average profit.
Consistent upper-tier rankings — top three in 33 paths — explain why it outpaced more volatile competitors.
Downside stayed controlled throughout the batch — peak drawdown was 23.26% while profitability led the field.
🛡 Most Consistent — TwisterPro Scalper
TwisterPro Scalper produced the lowest variation in profitability between simulations (spread $288.18, std. dev. $77.63).
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 — TwisterPro Scalper
TwisterPro Scalper achieved the best risk-adjusted performance in this batch — $33.22 average profit against 7.77% average drawdown.
It generated meaningful upside without proportionally large equity swings — efficient capital use across 100 independent paths.
It may not have won the most simulations (5 wins), but each unit of drawdown produced more profit than competitors.
⚠ Highest Drawdown Variability — AXIO Gold EA
AXIO Gold EA showed the largest variation in drawdown across the batch (27.53% spread, peak 31.28%).
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 $283.20).
Simulation Analysis by Expert Advisor
Observed across 100 independent market paths. Strategy-family context is explanatory, not a forecast.
The Gold Reaper
Observed across 100 independent market paths: The Gold Reaper ranked first overall with 16 simulation wins and the highest average return at $24.24.
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 23.26%, 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 finished second with 16 wins and an average return of $15.11 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: 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.
SwissSniperEA
Observed across 100 independent market paths: SwissSniperEA took third place (13 wins, $16.98 average) and stayed competitive in 34 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: Downside risk remained moderate. Maximum drawdown stayed below 20% throughout every simulation.
Path variation: Results swung sharply between simulations (profit spread $398.06).
AXIO Gold EA
Observed across 100 independent market paths: AXIO Gold EA landed in the upper half at rank #4, posting 11 wins and $13.13 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 31.28%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Byrdi
Observed across 100 independent market paths: Byrdi landed in the upper half at rank #5, posting 10 wins and $11.07 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 9.70% with peaks near 22.38%, but recovery completed in most profitable paths.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
One Gold
Observed across 100 independent market paths: One Gold ranked #6 of 10 — 9 wins, $11.67 average profit, 33 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 29.71% when trends ran without sufficient recovery — a defining risk characteristic of this batch.
Path variation: Only 9 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 #7 of 10 — 8 wins, $4.15 average profit, 26 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 27.06%, spread 22.46%), though 52 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $529.45).
CRT Model 1
Observed across 100 independent market paths: CRT Model 1 ranked #8 of 10 — 7 wins, $-2.66 average profit, 22 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: 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.
TwisterPro Scalper
Observed across 100 independent market paths: TwisterPro Scalper ranked #9 of 10 — 5 wins, $33.22 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 5 outright wins, but frequently stayed within reach of the leaders.
Zerqon EA
Observed across 100 independent market paths: Zerqon EA ranked #10 of 10 — 5 wins, $-7.43 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 23.69% without reliable recovery across adverse regimes.
Path variation: Performance depended heavily on which market path appeared — strong in some, weak in others.