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 | 10 | 16 | +$53.58 | 8.03% | View | |
| 2 | 14 | 14 | 7 | +$38.95 | 8.67% | View | |
| 3 | 13 | 10 | 11 | +$22.02 | 9.30% | View | |
| 4 | 12 | 13 | 10 | +$41.70 | 7.84% | View | |
| 5 | 11 | 11 | 13 | +$22.77 | 8.37% | View | |
| 6 | 9 | 10 | 6 | $-5.21 | 10.44% | View | |
| 7 | 8 | 15 | 6 | +$8.49 | 10.11% | View | |
| 8 | 8 | 5 | 7 | +$8.41 | 9.57% | View | |
| 9 | 5 | 5 | 11 | $-16.13 | 10.33% | View | |
| 10 | 4 | 7 | 13 | $-2.80 | 9.76% | 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 — Orion Gold Scalper
Orion Gold Scalper delivered the strongest overall performance across all 100 simulations, averaging $53.58 with 16 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.
Average drawdown remained contained at 8.03%, supporting a favourable balance between profitability and capital stress.
🛡 Most Consistent — TwisterPro Scalper
TwisterPro Scalper produced the lowest variation in profitability between simulations (spread $339.85, std. dev. $83.23).
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 — Orion Gold Scalper
With a profit-to-drawdown ratio of 6.7, Orion Gold Scalper 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 — Gold Snap
No other EA matched the drawdown dispersion of Gold Snap, making it the most path-dependent in this test.
Market paths that favoured other strategy types repeatedly punished this design.
Some runs recovered well (best $252.98), yet drawdown dispersion remained the defining characteristic.
Simulation Analysis by Expert Advisor
Observed across 100 independent market paths. Strategy-family context is explanatory, not a forecast.
Orion Gold Scalper
Observed across 100 independent market paths: Orion Gold Scalper ranked first overall with 16 simulation wins and the highest average return at $53.58.
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 remained moderate. Maximum drawdown stayed below 20% throughout every simulation.
Path variation: Results swung sharply between simulations (profit spread $385.29).
The Gold Reaper
Observed across 100 independent market paths: The Gold Reaper finished second with 14 wins and an average return of $38.95 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 25.00%, spread 20.61%), though 62 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $530.98).
CRT Model 1
Observed across 100 independent market paths: CRT Model 1 took third place (13 wins, $22.02 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: Average drawdown reached 9.30% with peaks near 22.58%, but recovery completed in most profitable paths.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
TwisterPro Scalper
Observed across 100 independent market paths: TwisterPro Scalper landed in the upper half at rank #4, posting 12 wins and $41.70 average profit.
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: 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 #5, posting 11 wins and $22.77 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 8.37% with peaks near 20.02%, but recovery completed in most profitable paths.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Safe Haven Gold EA
Observed across 100 independent market paths: Safe Haven Gold EA ranked #6 of 10 — 9 wins, $-5.21 average profit, 25 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 25.30%, spread 19.81%), though 49 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $475.95).
Gold Snap
Observed across 100 independent market paths: Gold Snap ranked #7 of 10 — 8 wins, $8.49 average profit, 29 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 29.03% 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.
Byrdi
Observed across 100 independent market paths: Byrdi ranked #8 of 10 — 8 wins, $8.41 average profit, 20 top-three finishes.
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 26.64%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Zerqon EA
Observed across 100 independent market paths: Zerqon EA ranked #9 of 10 — 5 wins, $-16.13 average profit, 21 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 27.77% 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 — 4 wins, $-2.80 average profit, 24 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: Drawdown pressure stayed elevated (avg 9.76%, peak 21.19%) and recovery was inconsistent.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.