Ginga 9AI Ensemble
- Experts
- Shota Watanabe
- Versione: 1.0
Ginga - AI Gold Trading System
Next-Generation Multi-AI Gold Trading Expert Advisor
22 Years of Data × 9 Elite AI Models = Ultimate Gold Trading Performance
NOW PROP FIRM READY - Built-in 5% Daily Loss Protection
Perfect for Prop Trading Challenges
Ginga is designed with prop traders in mind. With the default 5% daily loss limit, you can confidently use this EA in funded accounts and prop firm challenges without risking account termination.
- 5% Daily Stop Loss (Default): Automatically stops trading when daily loss reaches 5% of balance - compliant with most prop firm rules (FTMO, MyForexFunds, The5ers, etc.)
- Configurable Daily Limits: Adjust both daily profit target and loss limit to match your prop firm's specific requirements
- Risk-Controlled Martingale: Position averaging is carefully controlled with maximum count, distance, and time interval parameters
- Consistent Performance: 9-model ensemble approach reduces volatility and provides more stable equity curve - crucial for passing prop challenges
Trade with confidence knowing your daily risk is capped at 5%.
Why 9 AI Models Are Better Than One
Most AI-based EAs rely on a single model, which can be vulnerable to overfitting and market regime changes. Ginga takes a different approach.
Ensemble Intelligence: The Power of 9
- Superior OOS Performance: Through rigorous 10-year Walk Forward Testing (WFT), we discovered that combining 9 carefully selected models significantly outperforms any single model in Out-of-Sample periods.
- Robust to Market Changes: When one model underperforms in certain market conditions, other models compensate, creating a more stable equity curve - essential for prop trading consistency.
- Consensus-Based Entries: Entry signals require agreement from multiple models (configurable via EntryScore parameter), drastically reducing false signals and protecting your funded account.
- Diversified Learning: Each of the 9 models was trained on different time periods within our 22-year dataset, capturing various market behaviors from bull markets to crises.
Result: Higher win rate, lower drawdown, and more consistent performance - exactly what you need for prop firm success.
What Makes Ginga Exceptional?
Advanced AI Architecture
- CatBoost Machine Learning Engine: State-of-the-art gradient boosting algorithm specifically optimized for financial time series prediction
- 3-Class Classification: Unlike binary systems, Ginga predicts Buy/Sell/Hold, automatically avoiding low-probability trades that could damage your prop account
- 102-Dimensional Feature Space: Analyzes price action, volatility, technical indicators, time patterns, and market microstructure simultaneously
- 9 Independent Models: Selected from hundreds of candidates through 10-year WFT - only models consistently performing above average across ALL test periods made the cut
Rigorous Development Process
- 22-Year In-Sample Period (2003-2024): Trained on over two decades of gold market data, including major economic crises, bull markets, and ranging periods
- 10-Year Walk Forward Testing: Models were evaluated on rolling out-of-sample periods, ensuring robustness and preventing overfitting
- Only Elite Models Selected: Out of hundreds of candidate models, only 9 that performed above average across ALL WFT windows were chosen
- 2025+ Out-of-Sample Validation: Performance continues to be monitored in completely unseen market conditions
Professional Risk Management - Prop Firm Compliant
- 5% Daily Loss Protection (Default): Meets most prop firm daily drawdown requirements - trade with peace of mind
- Daily Profit Target: Optional daily take-profit limit to lock in gains and meet challenge targets faster
- Controlled Position Averaging: Fully customizable martingale system with strict limits on count, distance, and timing
- Spread Filter: Prevents entries during abnormal spread conditions that could lead to slippage losses
- Individual Model Control: Enable or disable any of the 9 models independently for fine-tuning performance
- Multiple Close Modes: Choose from various exit strategies including breakeven, partial close, trailing stop, or profit-only modes
Technical Specifications
| Symbol | XAUUSD (Gold) ONLY |
| Timeframe | H1 (1-Hour) ONLY |
| AI Engine | CatBoost 3-Class Classification |
| Number of Models | 9 Elite Models (Ensemble) |
| Training Period | 2003-2024 (22 Years) |
| Feature Dimensions | 102 |
| Default Daily Loss Limit | 5% of Balance |
| Recommended Capital | Minimum $1,000, Recommended $3,000+ |
| Prop Firm Compatible | YES (FTMO, MyForexFunds, The5ers, etc.) |
| VPS Required | Highly Recommended |
Key Parameters
Entry Control
- EntryLots: Initial position size (default 0.01)
- ThresholdBuy/Sell: AI prediction probability threshold (0.3-0.6, higher = more selective)
- EntryScore: Minimum number of models that must agree for entry (default 5 out of 9)
- MaxSpread: Maximum spread in points for entries (default 100)
- UseModel0-8: Enable/disable individual AI models
Risk Management - PROP FIRM READY
- DailyStopLoss: Daily loss limit as % of balance (default 5% - PROP COMPLIANT)
- DailyTakeProfit: Daily profit target as % of balance (0 = disabled, recommended for challenge phases)
- NanpinCount: Maximum number of averaging positions (default 1 = no averaging, increase carefully)
- NanpinWidth: Distance between positions as % of price (default 0.3%)
- NanpinLots: Lot multiplier for each averaging position (default 1.5x)
- NanpinInterval: Minimum hours between averaging entries (default 3)
Exit Control
- EvenClose: Close mode when entry signal disappears
- NOUSE - Do not close
- MINUS - Close even if negative (Default - protects capital)
- HALF - Close half position
- TRAIL - Use trailing stop
- PLUS - Close only if positive
- ForceClose: Close mode when opposite signal appears (same options as above)
Time Settings
- TimeZone: Broker timezone offset (default 2)
- SummerTime: Daylight saving adjustment (NO/US/EU)
Prop Firm Usage Guide
Compatible with Major Prop Firms
Ginga's 5% daily loss limit makes it suitable for most prop trading firms, including:
- FTMO (5% daily loss limit)
- MyForexFunds (5% daily loss limit)
- The5ers (5% daily loss limit)
- FundedNext (varies, adjustable)
- BluFX (4% daily loss limit - set to 4%)
- TopstepFX (varies, adjustable)
Tips for Prop Trading Success
- Challenge Phase: Use ultra-conservative settings with DailyTakeProfit enabled to hit profit targets quickly while minimizing risk
- Funded Phase: Slightly relax settings but maintain the 5% daily stop loss for account protection
- Monitor Daily: Even with automatic daily limits, check EA performance regularly
- Adjust Timezone: Ensure your prop firm's daily reset time matches your TimeZone setting
- Start Small: Begin with minimum lot sizes and gradually increase as you gain confidence
- Weekend Gaps: Be aware of potential weekend gaps in gold prices - consider closing positions before Friday close
Important Warnings & Disclaimers
READ CAREFULLY BEFORE PURCHASE
- Past Performance Does Not Guarantee Future Results: Backtest and Walk Forward Test results, no matter how impressive, cannot guarantee future profitability. Market conditions change constantly.
- XAUUSD H1 ONLY: This EA is specifically optimized for Gold on 1-hour timeframe. Do NOT use on other symbols or timeframes - it will not work as intended.
- VPS Highly Recommended: For 24/7 operation and consistent performance, use a reliable VPS with low latency to your broker.
- Sufficient Capital Required: With position averaging features enabled, drawdowns can exceed the daily limit if multiple positions are already open. Minimum $1,000, recommended $3,000+ for funded accounts.
- Demo Test First: ALWAYS test on demo account for at least 2 weeks before going live. Understand the EA behavior and adjust parameters for your risk tolerance and prop firm rules.
- Daily Limit Mechanics: The EA checks daily limits at each tick. If positions are already open when limit is reached, they remain open but no new positions will be opened until next trading day.
- Prop Firm Rules Vary: Always verify your specific prop firm's rules regarding EAs, daily limits, and gold trading. Some firms have additional restrictions.
- No Holy Grail: No EA wins 100% of the time. Ginga is a sophisticated tool, but it requires proper money management and realistic expectations.
- Broker Dependent: Results may vary depending on broker spreads, execution speed, and slippage. Use ECN/STP brokers with competitive gold spreads.
Installation & Setup
- Download and install the EA in your MetaTrader 5 terminal
- Attach to XAUUSD H1 chart only
- Enable AutoTrading in MT5
- Configure parameters based on your account type (prop challenge/funded/personal)
- Verify DailyStopLoss matches your prop firm requirements (default 5%)
- Test on demo account first
- For prop firms: Confirm timezone settings match firm's daily reset time
- Start with conservative settings and gradually adjust as you gain confidence
Support
Post-purchase support is available through MQL5 messaging or product comment section. Feel free to ask about:
- Parameter optimization for your account size or prop firm
- Prop firm specific configuration guidance
- Troubleshooting installation or operation issues
- General questions about EA behavior
Response time: Usually within 24-48 hours
Legal Disclaimer
- This product is NOT investment advice
- Trading forex and CFDs involves substantial risk of loss
- Past performance does NOT guarantee future results
- The developer assumes NO responsibility for user losses
- Users are responsible for complying with their prop firm's rules and regulations
- Use at your own risk with money you can afford to lose
- Always test thoroughly on demo before live trading
- Verify EA compatibility with your specific prop firm before use
Why Choose Ginga?
In the crowded market of AI trading systems, Ginga stands out through:
- Prop Firm Ready: Default 5% daily loss protection - start trading funded accounts immediately
- Scientific Rigor: 10-year WFT validation, not just curve-fitted backtests
- Ensemble Intelligence: 9 models proven superior to single-model approaches in OOS testing
- 22-Year Data Foundation: Trained on diverse market conditions from 2003-2024
- Professional Risk Controls: Multiple layers of protection for your capital - crucial for funded accounts
- Transparency: Clear disclosure of methodology, risks, and limitations
- Continuous Monitoring: Ongoing OOS validation ensures model relevance
- Dedicated Support: Assistance with prop firm configuration and optimization
Ginga - Your Path to Prop Trading Success with AI-Powered Gold Trading
