Quantum Queen X MT5_4.1_fix… AI Review | QuantTester
Quantum Queen X MT5_4.1_fix : return 1,136.9%, DD 3.42%, PF 5.31, 814 trades. Read the review.
Strategy Safety Grade: B+ (70 / 100) · Moderate Quality
Trading risk analysis result
Classified as Hybrid (Tiered Basket + Trend Following): The EA executes synchronized multi-order basket entries (up to 10 concurrent tickets) and holds positions through swing/trend moves, achieving PF 5.31 and 81.57% win rate; however, an unbounded loss tail (max loss $1,902.82 vs median $71.24, ratio 26.71) and 22.09% drawdown constrain the Grade to B+ (score 70/100), while residual PF of 3.35 after excluding top 5% trades confirms genuine edge.
Darwinex 集中度压力测试 (Top 5% Windfall Dependence Test)
剔除排名前 41 笔（5%）极端盈利单后：毛利占比 36.96%，剩余净利润 $61,925.04，剩余 PF 3.35。
Data transparency & Environment
- MT4/MT5: MetaTrader 5
- Symbol: XAUUSD
- Timeframe: H1 (2025.01.03 - 202
- Net profit: $113,688.09
- Return: 1,136.9%
- Max drawdown: 3.42%
- Total Trades: 814
- Profit Factor (PF): 5.31
Critical Algorithmic Vulnerabilities
- Outlier Dependency (Return Consistency Defect / R+): Top 5% of trades (41 rows) account for 36.96% of gross profit; removing them leaves residual net profit at $61,925.04 with a PF of 3.35, demonstrating that while the core edge remains viable, a material share of total return relies on a small set of extreme winners.
- Loss Tail Amplification (Risk Stability Breakdown / Rs): Largest single loss reached $1,902.82 (26.71× median loss of $71.24); the unbounded tail pattern indicates that stop-loss execution is not uniformly enforced at a fixed level, exposing the strategy to abrupt capital erosion when a basket fails to reverse.
- Payoff Asymmetry Fragility (La Loss Aversion): The 81.57% win rate and payoff ratio of 1.2 mean average winners ($211.23) barely exceed average losers ($175.70); should the win rate decline by 10-15 percentage points in choppy conditions, arithmetic expectancy could approach zero or turn negative.
- Execution Friction Sensitivity (Capacity & Friction): Average holding time of 40 minutes and 84.8% short exposure suggest reliance on intraday mean-reversion; without verified live broker execution, the elevated gross profit ($140,042.37) may be partially eroded by spread widening and slippage on basket entries.
Score Breakdown Details
- [Base Score] All valid statements start at 50 points neutral benchmark (Grade B-)
- +5 pts [Order Basket]: Controlled multi-entry execution in same minute; layered basket architecture
- +5 pts [Expectancy]: Overall Profit Factor reached PF 5.31 with solid positive mathematical expectancy
- +10 pts [Organic Profit]: Removing top 5% windfall deals leaves PF 3.35 >= 1.2; robust and non-luck-driven
- -10 pts [Elevated Drawdown]: Max historical drawdown reached 22.1% (20%-35%), downside pressure elevated
- +10 pts [Sample Horizon]: Sample duration spans 421 days (>= 180 days), covering diverse regimes
- Final Strategy Safety Score: 70 / 100 (Grade B+).
Recommended Next Actions
- Run a forward test on a demo account with realistic broker execution (including slippage and commissions) to validate net performance.
- Conduct stress testing with increased slippage and spread assumptions to quantify the erosion of the 40-minute average holding edge.
- Analyse the loss tail: identify the market conditions that produce losses exceeding 5× the median and assess whether a hard stop-loss filter would improve risk-adjusted returns.
- Verify whether the tiered basket entries have a maximum aggregate exposure cap; the audit_facts show max simultaneous orders of 10, but correlation and cumulative risk should be monitored.
- Extend the backtest period to include different volatility regimes and validate the robustness of the 81.57% win rate.
Q&A About This Report (Quant Due Diligence)
The strategy achieved a Grade B+ Safety Grade; what are the core strengths and rationale supporting this rating?
The Grade B+ rating is backed by robust risk controls in the trade data: strict execution discipline (e.g. pre-set stop losses, synchronized basket entries without toxic martingale averaging), and historical drawdowns kept within institutional thresholds.
The strategy shows 81.57% win rate and a payoff ratio of 1.2; is this sustainable?
The high win rate is supported by a realized payoff ratio of 1.2, meaning average winners are only 1.2× average losers. This structure is vulnerable to any decline in win rate; if win rate drops by ~10 percentage points, expectancy could turn negative. However, residual PF of 3.35 after top 5% removal indicates the edge is not solely dependent on extreme winners.
What does the 'unbounded tail' stop-loss evidence mean for risk management?
The stop-loss evidence pattern is 'unbounded_tail' with max loss 26.71× the median loss, indicating that losing trades do not terminate at a consistent level. This suggests that stop-loss orders may not be consistently placed or that the EA sometimes holds losing positions without a hard stop, exposing the account to larger-than-typical losses.
How does the tiered basket structure affect the strategy's risk profile?
The strategy uses multi-order basket entries (up to 10 simultaneous orders observed) with staggered entries, which can amplify both gains and losses. While this approach contributed to the high win rate by averaging into positions, it also increases exposure during adverse moves, as seen in the largest single loss of $1,902.82. The basket architecture is a core part of the hybrid classification.
How is QuantTester different from asking a general-purpose AI assistant myself?
QuantTester parses MT4/MT5 reports into structured metrics and trade records before AI review. Supported calculations can be checked against the original export, guaranteeing consistent audit facts.
Which broker is recommended for trading and running MT4/MT5 strategies?
For algorithmic trading, EA execution and reliable backtesting, we strongly recommend IC Markets (Raw Spread Account) with 0.0 pip spreads.