Prismatic Lattice · Research directory
XAUUSD · Statistical, Quantitative & Machine Learning
69 records in the full 2026-10-31 15:46 UTC export; 28 have pages in this release. Classification and extracted rules are unverified.
| Rank | Algorithm & extracted summary | Indexed family | Recorded markets |
|---|---|---|---|
| 168 | LSTM-PPO XAUUSD Trading Bot Uses LSTM-PPO reinforcement learning to trade XAUUSD via MetaTrader5. | Statistical, Quantitative & Machine Learning | XAUUSD |
| 347 | Gold Hunter Prime Neural network-based trading robot for XAUUSD with strict rules and institutional-grade execution. | Statistical, Quantitative & Machine Learning | XAUUSD |
| 368 | RegimeRouter Classifies market regime using ADX, Hurst exponent, and lag-1 autocorrelation, then trades according to the regime. | Statistical, Quantitative & Machine Learning | EURUSD, XAUUSD |
| 487 | Aurum Sentinel Gold Expert Advisor Trades XAUUSD using a neural network filter and ATR-based exits after a trend breakout. | Statistical, Quantitative & Machine Learning | XAUUSD |
| 558 | Regression Cross Gold Seeks directional changes in gold after completed candles, with trend and volatility checks helping to filter entries. | Statistical, Quantitative & Machine Learning | XAUUSD |
| 646 | Polaris Nova A single-model machine-learning EA for XAUUSD that uses an ONNX classifier and RSI direction filter to manage directional exposure. | Statistical, Quantitative & Machine Learning | XAUUSD |
| 816 | GoldenGauss V7 A professional-grade Neural Network Trading System for MetaTrader 5. | Statistical, Quantitative & Machine Learning | XAUUSD, EURUSD, NAS100 |
| 926 | ScalpMaster Adaptive regime detection and 4-layer capital protection for XAUUSD on M15 timeframe. | Statistical, Quantitative & Machine Learning | XAUUSD |
| 970 | Larry Williams XGBoost Onnx Combines Larry Williams Outside Bar strategy with AI for trade prediction. | Statistical, Quantitative & Machine Learning | XAUUSD |
| 995 | RPEA A sophisticated MT5 Expert Advisor designed to pass the FundingPips 1-step $10,000 challenge. | Statistical, Quantitative & Machine Learning | EURUSD, XAUUSD |
| 1,076 | Kalman Filter EA Combines Kalman filter, ROC, Stochastic, and TEMA to generate high-confidence entry signals. | Statistical, Quantitative & Machine Learning | EURUSD, USDJPY, AUDUSD, GBPUSD, USDCAD, NZDUSD, XAUUSD, XAGUSD |
| 1,098 | GoldForge V10 A machine learning-powered ensemble trading system for XAUUSD on M15 timeframe. | Statistical, Quantitative & Machine Learning | XAUUSD |
| 1,107 | Market Structure Onnx Combines machine learning-based market structure classification with rule-based trade execution. | Statistical, Quantitative & Machine Learning | XAUUSD |
| 1,268 | HybridEA HybridEA uses a hybrid approach combining mean-reversion and trend-following strategies based on market regime detection. | Statistical, Quantitative & Machine Learning | XAUUSD |
| 1,274 | LSM Exit Decision Uses Longstaff-Schwartz LSM to estimate continuation value and decide on optimal trade exit. | Statistical, Quantitative & Machine Learning | XAUUSD |
| 1,474 | BTX Neuro GPT Self-training GPT neural network EA for XAUUSD H1 | Statistical, Quantitative & Machine Learning | XAUUSD |
| 1,565 | NeuroGold Navigator Automated trading Expert Advisor using machine learning to analyze multiple timeframes and execute trades based on BUY, NEUTRAL, and SELL signals. | Statistical, Quantitative & Machine Learning | XAUUSD |
| 1,771 | Goldminer AI MT5 A complex AI-driven trading algorithm that uses LSTM networks and traditional technical analysis to predict market movements, with features like dynamic lot sizing and recovery mode. | Statistical, Quantitative & Machine Learning | XAUUSD |
| 1,865 | Peregrine Gold Quant Systematic trend following with seven volatility-normalised trend signals and Kalman filter. | Statistical, Quantitative & Machine Learning | XAUUSD |
| 2,135 | Gold-Compression-Surge-Pro Automated gold trading strategy with dual-directional compression-breakout logic and auto regime detection. | Statistical, Quantitative & Machine Learning | XAUUSD |
| 2,234 | Aero A fully automated Expert Advisor for XAUUSD based on a breakout strategy with machine learning for trade selection. | Statistical, Quantitative & Machine Learning | XAUUSD |
| 2,313 | Quantum Monster D A trend following strategy with out-of-sample validation and robust performance metrics. | Statistical, Quantitative & Machine Learning | XAUUSD |
| 2,338 | Quant Gold Engine Mini A purpose-built Expert Advisor for trading Gold (XAUUSD) with AI-enhanced strategy logic and built-in risk management. | Statistical, Quantitative & Machine Learning | XAUUSD |
| 2,431 | SingleCore AI Expert Dynamic Trend-Following System using real-time market feature analysis and AI prediction. | Statistical, Quantitative & Machine Learning | XAUUSD |
| 2,469 | NEXA Quote Vacuum Automated trading system that evaluates raw Bid and Ask quote behavior for entry and exit decisions. | Statistical, Quantitative & Machine Learning | GOLD, XAUUSD |
| 2,684 | AuricMind Hybrid v1.30 Multi-timeframe machine learning EA with independent models for H4, H1, and M15, and an entry filter for final decision. | Statistical, Quantitative & Machine Learning | XAUUSD |
| 2,720 | APEX-Adaptive Multi-Engine Position Algorithmic System Precision-engineered trading system with multiple independent triggers and adaptive risk management. | Statistical, Quantitative & Machine Learning | USDJPY, XAUUSD |
| 2,828 | Gold Neural Matrix AI A fully autonomous AI trading Expert Advisor for XAUUSD on the 5-minute timeframe. | Statistical, Quantitative & Machine Learning | XAUUSD |