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 | 28 | 2 | 4 | +$120.20 | 5.22% | View | |
| 2 | 13 | 13 | 13 | +$74.48 | 6.95% | View | |
| 3 | 13 | 6 | 7 | $-14.30 | 7.05% | View | |
| 4 | 12 | 13 | 9 | +$24.61 | 7.41% | View | |
| 5 | 12 | 9 | 6 | $-156.60 | 9.86% | View | |
| 6 | 9 | 16 | 11 | +$3.20 | 7.30% | View | |
| 7 | 7 | 13 | 15 | $-2.50 | 7.58% | View | |
| 8 | 3 | 8 | 7 | $-170.35 | 8.23% | View | |
| 9 | 2 | 11 | 16 | $-55.74 | 7.46% | View | |
| 10 | 1 | 9 | 12 | $-68.76 | 7.99% | 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 $120.20 with 28 first-place finishes.
It remained among the top three in 34 of 100 runs, showing that its lead was not dependent on only a few exceptional outcomes.
Average drawdown remained contained at 5.22%, supporting a favourable balance between profitability and capital stress.
🛡 Most Consistent — Orion Gold Scalper
Orion Gold Scalper showed the most stable profit path across the batch, with smaller swings between individual market scenarios.
It stayed profitable in 61 of 100 scenarios and placed top-three 34 times — steady without needing to dominate every run.
It balanced repeatability with 28 outright wins — competitive without being the most aggressive in the batch.
⚖ Best Risk-Adjusted Performance — Orion Gold Scalper
With a profit-to-drawdown ratio of 23.0, 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 — CasperIT Adaptive Market Intelligence Trader
No other EA matched the drawdown dispersion of CasperIT Adaptive Market Intelligence Trader, making it the most path-dependent in this test.
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 $646.88).
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 28 simulation wins and the highest average return at $120.20.
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 26.39%, spread 26.39%), though 61 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $1963.65).
Cortex Aurex
Observed across 100 independent market paths: Cortex Aurex finished second with 13 wins and an average return of $74.48 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 41.40%, spread 40.99%), though 66 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $2234.49).
Nexorion Initium Novum EA
Observed across 100 independent market paths: Nexorion Initium Novum EA took third place (13 wins, $-14.30 average) and stayed competitive in 26 simulations.
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 54.13% 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.
Quantum Valkyrie
Observed across 100 independent market paths: Quantum Valkyrie landed in the upper half at rank #4, posting 12 wins and $24.61 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 52.73% 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.
Obsidian Flow Atlas EA
Observed across 100 independent market paths: Obsidian Flow Atlas EA landed in the upper half at rank #5, posting 12 wins and $-156.60 average profit.
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 39.15%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
CasperIT Adaptive Market Intelligence Trader
Observed across 100 independent market paths: CasperIT Adaptive Market Intelligence Trader ranked #6 of 10 — 9 wins, $3.20 average profit, 36 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 72.05% 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.
Smart Gold Impulse
Observed across 100 independent market paths: Smart Gold Impulse ranked #7 of 10 — 7 wins, $-2.50 average profit, 35 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 46.86%, exposing sensitivity to sustained hostile regimes.
Path variation: Only 7 outright wins, but frequently stayed within reach of the leaders.
Trend Catcher exp
Observed across 100 independent market paths: Trend Catcher exp ranked #8 of 10 — 3 wins, $-170.35 average profit, 18 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 50.27% 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.
Aureum Quant
Observed across 100 independent market paths: Aureum Quant ranked #9 of 10 — 2 wins, $-55.74 average profit, 29 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 44.24% 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.
Sharkyra Gold
Observed across 100 independent market paths: Sharkyra Gold ranked #10 of 10 — 1 wins, $-68.76 average profit, 22 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 62.98%, spread 62.98%), though 51 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $2828.35).