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 | 21 | 15 | 15 | +$32.84 | 9.59% | View | |
| 2 | 15 | 19 | 21 | +$33.91 | 9.16% | View | |
| 3 | 12 | 12 | 13 | +$17.02 | 10.27% | View | |
| 4 | 12 | 11 | 4 | $-6.07 | 14.16% | View | |
| 5 | 10 | 13 | 14 | +$23.34 | 9.76% | View | |
| 6 | 9 | 9 | 11 | +$8.34 | 11.05% | View | |
| 7 | 7 | 8 | 9 | +$5.26 | 10.90% | View | |
| 8 | 6 | 3 | 5 | $-2.51 | 10.71% | View | |
| 9 | 6 | 7 | 1 | $-6.32 | 12.05% | View | |
| 10 | 2 | 3 | 7 | $-15.30 | 12.54% | 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 — Gold Vanguard EA
Gold Vanguard EA delivered the strongest overall performance across all 100 simulations, averaging $32.84 with 21 first-place finishes.
It remained among the top three in 51 of 100 runs, showing that its lead was not dependent on only a few exceptional outcomes.
Average drawdown remained contained at 9.59%, supporting a favourable balance between profitability and capital stress.
🛡 Most Consistent — GOLD Scalper PRO
GOLD Scalper PRO produced the lowest variation in profitability between simulations (spread $139.62, std. dev. $27.32).
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 — $33.91 average profit against 9.16% 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 (15 wins), but each unit of drawdown produced more profit than competitors.
⚠ Highest Drawdown Variability — TwisterPro Scalper
TwisterPro Scalper showed the largest variation in drawdown across the batch (94.39% spread, peak 99.05%).
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.
Gold Vanguard EA
Observed across 100 independent market paths: Gold Vanguard EA ranked first overall with 21 simulation wins and the highest average return at $32.84.
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 26.58%, spread 20.07%), though 86 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $134.57).
TwisterPro Scalper
Observed across 100 independent market paths: TwisterPro Scalper finished second with 15 wins and an average return of $33.91 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: Extended adverse movement drove drawdowns toward 99.05%, 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 took third place (12 wins, $17.02 average) and stayed competitive in 37 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: Extended adverse movement drove drawdowns toward 26.36%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
GoldSpire
Observed across 100 independent market paths: GoldSpire landed in the upper half at rank #4, posting 12 wins and $-6.07 average profit.
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 54.36% 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.
GOLD Scalper PRO
Observed across 100 independent market paths: GOLD Scalper PRO landed in the upper half at rank #5, posting 10 wins and $23.34 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 23.78%, exposing sensitivity to sustained hostile regimes.
Path variation: High path sensitivity produced wide outcome dispersion across the batch.
Ultimate Breakout System
Observed across 100 independent market paths: Ultimate Breakout System ranked #6 of 10 — 9 wins, $8.34 average profit, 29 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 47.36%, spread 41.81%), though 57 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $214.66).
SwissSniperEA
Observed across 100 independent market paths: SwissSniperEA ranked #7 of 10 — 7 wins, $5.26 average profit, 24 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 35.56%, spread 35.18%), though 59 of 100 paths still finished profitable.
Path variation: Results swung sharply between simulations (profit spread $196.38).
SuperScalp Gold
Observed across 100 independent market paths: SuperScalp Gold ranked #8 of 10 — 6 wins, $-2.51 average profit, 14 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 45.55% 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.
Gold Snap
Observed across 100 independent market paths: Gold Snap ranked #9 of 10 — 6 wins, $-6.32 average profit, 14 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 40.77% 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.
Spider Gold
Observed across 100 independent market paths: Spider Gold ranked #10 of 10 — 2 wins, $-15.30 average profit, 12 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 36.44% 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.