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 | 15 | 7 | 10 | +$47.54 | 8.92% | View | |
| 2 | 12 | 8 | 7 | +$23.63 | 8.76% | View | |
| 3 | 11 | 10 | 12 | +$50.80 | 6.73% | View | |
| 4 | 11 | 11 | 7 | +$47.10 | 7.77% | View | |
| 5 | 11 | 5 | 11 | +$18.22 | 8.79% | View | |
| 6 | 10 | 9 | 11 | +$60.71 | 8.44% | View | |
| 7 | 10 | 11 | 9 | +$4.45 | 9.10% | View | |
| 8 | 8 | 13 | 12 | +$14.79 | 8.80% | View | |
| 9 | 7 | 13 | 10 | +$4.79 | 8.48% | View | |
| 10 | 5 | 13 | 11 | $-27.68 | 8.65% | 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 — One Gold
One Gold separated itself from the field by combining frequent wins with an average return of $47.54.
Strong alignment with trending and volatile phases allowed it to stay near the front across 32 top-three finishes.
Average drawdown remained contained at 8.92%, supporting a favourable balance between profitability and capital stress.
🛡 Most Consistent — Cortex Aurex
Cortex Aurex showed the most stable profit path across the batch, with smaller swings between individual market scenarios.
It stayed profitable in 42 of 100 scenarios and placed top-three 29 times — steady without needing to dominate every run.
It rarely finished first (5 wins), trading peak performance for repeatability.
⚖ Best Risk-Adjusted Performance — Trend Catcher exp
Profit of $50.80 per unit of average drawdown (6.73%) ranked highest among all tested systems.
Peers with similar profits often accepted higher average drawdowns; this EA did not.
It may not have won the most simulations (11 wins), but each unit of drawdown produced more profit than competitors.
⚠ Highest Drawdown Variability — Trend Catcher exp
No other EA matched the drawdown dispersion of Trend Catcher exp, making it the most path-dependent in this test.
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.
One Gold
Observed across 100 independent market paths: One Gold ranked first overall with 15 simulation wins and the highest average return at $47.54.
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 25.65% 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 finished second with 12 wins and an average return of $23.63 across 100 paths.
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 24.99% 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.
Trend Catcher exp
Observed across 100 independent market paths: Trend Catcher exp took third place (11 wins, $50.80 average) and stayed competitive in 33 simulations.
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 25.77% 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.
CasperIT Adaptive Market Intelligence Trader
Observed across 100 independent market paths: CasperIT Adaptive Market Intelligence Trader landed in the upper half at rank #4, posting 11 wins and $47.10 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: Downside risk remained moderate. Maximum drawdown stayed below 20% throughout every simulation.
Path variation: Performance depended heavily on which market path appeared — strong in some, weak in others.
Nexorion Initium Novum EA
Observed across 100 independent market paths: Nexorion Initium Novum EA landed in the upper half at rank #5, posting 11 wins and $18.22 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 26.31% 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 #6 of 10 — 10 wins, $60.71 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 21.31%, spread 20.08%), though 51 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $2237.65).
Smart Gold Impulse
Observed across 100 independent market paths: Smart Gold Impulse ranked #7 of 10 — 10 wins, $4.45 average profit, 30 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 25.59%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Obsidian Flow Atlas EA
Observed across 100 independent market paths: Obsidian Flow Atlas EA ranked #8 of 10 — 8 wins, $14.79 average profit, 33 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: Average drawdown reached 8.80% with peaks near 20.81%, but recovery completed in most profitable paths.
Path variation: Only 8 outright wins, but frequently stayed within reach of the leaders.
Aureum Quant
Observed across 100 independent market paths: Aureum Quant ranked #9 of 10 — 7 wins, $4.79 average profit, 30 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 24.74% when trends ran without sufficient recovery — a defining risk characteristic of this batch.
Path variation: Only 7 outright wins, but frequently stayed within reach of the leaders.
Cortex Aurex
Observed across 100 independent market paths: Cortex Aurex ranked #10 of 10 — 5 wins, $-27.68 average profit, 29 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 20.90%), though 42 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $2548.28).