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 | 20 | 5 | 7 | +$41.47 | 9.88% | View | |
| 2 | 13 | 14 | 11 | +$151.88 | 7.62% | View | |
| 3 | 11 | 11 | 7 | +$93.46 | 7.61% | View | |
| 4 | 10 | 15 | 10 | +$88.38 | 6.53% | View | |
| 5 | 9 | 12 | 9 | +$147.35 | 7.88% | View | |
| 6 | 9 | 4 | 17 | +$86.92 | 8.51% | View | |
| 7 | 9 | 6 | 16 | +$7.34 | 8.80% | View | |
| 8 | 8 | 15 | 10 | +$79.39 | 8.43% | View | |
| 9 | 6 | 10 | 7 | +$20.00 | 8.57% | View | |
| 10 | 5 | 8 | 6 | +$66.36 | 7.89% | 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 — Impulse
While several EAs posted strong individual runs, Impulse led the batch with 20 outright victories and the highest average profit.
Consistent upper-tier rankings — top three in 32 paths — explain why it outpaced more volatile competitors.
Average drawdown remained contained at 9.88%, supporting a favourable balance between profitability and capital stress.
🛡 Most Consistent — Quantum Valkyrie
Profit outcomes clustered more tightly for Quantum Valkyrie than for any other EA in this test.
Consistent mid-to-upper rankings reflected an ability to adapt when regimes shifted, not just excel in one market type.
This consistency came at the cost of fewer outright wins than more aggressive competitors.
⚖ Best Risk-Adjusted Performance — CasperIT Adaptive Market Intelligence Trader
Profit of $151.88 per unit of average drawdown (7.62%) ranked highest among all tested systems.
Peers with similar profits often accepted higher average drawdowns; this EA did not.
Maximum upside was moderate compared with the batch winner, yet the profit-to-drawdown trade-off was the most attractive.
⚠ Highest Drawdown Variability — Impulse
Impulse showed the largest variation in drawdown across the batch (33.42% spread, peak 36.11%).
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 $1706.01).
Simulation Analysis by Expert Advisor
Observed across 100 independent market paths. Strategy-family context is explanatory, not a forecast.
Impulse
Observed across 100 independent market paths: Impulse ranked first overall with 20 simulation wins and the highest average return at $41.47.
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 36.11%, 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 finished second with 13 wins and an average return of $151.88 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 24.42% 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 took third place (11 wins, $93.46 average) and stayed competitive in 29 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 23.02% 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 landed in the upper half at rank #4, posting 10 wins and $88.38 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 stayed controlled across all simulated market paths.
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 9 wins and $147.35 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: Only 9 outright wins, but frequently stayed within reach of the leaders.
Sharkyra Gold
Observed across 100 independent market paths: Sharkyra Gold ranked #6 of 10 — 9 wins, $86.92 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 23.03%, spread 19.13%), though 56 of 100 paths still finished profitable.
Path variation: Only 9 outright wins, but frequently stayed within reach of the leaders.
Cortex Aurex
Observed across 100 independent market paths: Cortex Aurex ranked #7 of 10 — 9 wins, $7.34 average profit, 31 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 25.99%, spread 22.13%), though 51 of 100 paths still finished profitable.
Path variation: Only 9 outright wins, but frequently stayed within reach of the leaders.
Nexorion Initium Novum EA
Observed across 100 independent market paths: Nexorion Initium Novum EA ranked #8 of 10 — 8 wins, $79.39 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: Severe equity declines were avoided in every simulation, with peak drawdown remaining under 20%.
Path variation: Only 8 outright wins, but frequently stayed within reach of the leaders.
Smart Gold Impulse
Observed across 100 independent market paths: Smart Gold Impulse ranked #9 of 10 — 6 wins, $20.00 average profit, 23 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: Despite an aggressive style, drawdown never breached 20% — placing it among the safer directional systems in this batch.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Quantum Valkyrie
Observed across 100 independent market paths: Quantum Valkyrie ranked #10 of 10 — 5 wins, $66.36 average profit, 19 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: Severe equity declines were avoided in every simulation, with peak drawdown remaining under 20%.
Path variation: Performance depended heavily on which market path appeared — strong in some, weak in others.