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Name: GOLD CatBoost Clusters Distance MA 3
Version: Latest version
Developer by: Roman Poshtar
The Right Platform: Meta Trader 5 (MT5)
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GOLD CatBoost Clusters Distance MA 3 MT5 – A Precision AI Expert Advisor for Gold (XAUUSD) Traders
After two decades of navigating the markets and countless hours optimizing trading systems, I can confidently say that GOLD CatBoost Clusters Distance MA 3 MT5 stands at the forefront of intelligent algorithmic trading for XAUUSD on the H1 timeframe.
This Expert Advisor isn’t just another bot using Moving Averages — it’s a hybrid machine learning system powered by CatBoost, one of the most efficient gradient boosting frameworks in AI. When combined with unsupervised clustering techniques, it allows the EA to adapt dynamically to market structure and volatility, recognizing subtle price behaviors often invisible to the human eye.
But what truly elevates its edge?
At the heart of the EA lies a proprietary algorithm that tracks the distance and convergence between three critical Moving Averages. Instead of relying on rigid crossovers or lagging signals, this system evaluates spatial and temporal relationships among MA clusters — giving it a tactical edge in breakout detection, reversal identification, and range filtering.
The historical performance test of the GOLD CatBoost Clusters Distance MA 3 MT5 strategy showcases exceptional consistency and risk control when applied to XAUUSD (Gold) between 2022 and 2025 on the MetaTrader 5 (MT5) platform. This AI-enhanced system combines CatBoost machine learning with Moving Average distance analysis to deliver robust and adaptive trading logic.
Key Performance Metrics:
✅ Total Net Profit: A staggering $48,589,000 profit was achieved from a $10,000 initial deposit, demonstrating the EA’s capability to scale returns aggressively under favorable conditions.
✅ Maximum Balance Drawdown: Just 1.66%, indicating excellent capital preservation and tight equity curve control.
✅ Maximum Equity Drawdown: Slightly higher at 2.74%, still extremely low for a gold-based strategy, highlighting stable trade management during volatile sessions.
✅ Win Rate (Profit Trades): 68.84%, reflecting consistent trade accuracy and a favorable risk-to-reward ratio across thousands of executed positions.
Name | Fit |
---|---|
Trading platform | Meta Trader 5 (MT5) |
Time frames | H1 |
Currency pairs | XAUUSD (Gold) |
Min / Recommended deposit | $1,000 |
Min / Recommended leverage | Any |
VPS | Optional, for uninterrupted advisor operation. |
🤗WISH YOU SUCCESSFUL TRADING🤗
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