Trading utilities for MetaTrader 4
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MetaTrader 4
Top Rated Products MT4
Overview
GoldenBugAI — Quantum Risk + Dual‑Model AI (LSTM + LightGBM) Trained on 15 years of market data. No optimization required. A fully automated EA with two ONNX models (LSTM + LightGBM), quantum‑grade risk management, and institutional‑style filters. Inside the terminal: model‑specific feature pipelines, regime‑aware weighting, ensemble arbitration, and portfolio‑level risk controls. No martingale, no grids.
- Recommended symbol: XAUUSD; default timeframe: M5
- Account types: hedging/netting; multi‑digits broker compatibility
- Style: adaptive intraday/swing without averaging
- Key advantages
- Model training: ONNX models trained on 15 years of live market history, covering regime shifts, volatility cycles, and structural breaks.
- Out‑of‑the‑box: no optimization required — plug and trade on recommended symbols.
- LSTM + LightGBM ensemble: SOFT/HARD modes, disagreement control, regime‑based weights, single‑model fallback.
- Quantum Risk : VaR/CVaR, Monte Carlo stress tests, 5 risk states, volatility index, predictive alerts, correlation risk.
- Smart Money & microstructure: volume profile (POC), order flow, liquidity/spread/depth, stop‑hunt detection. Adjusts signal strength and position size without blocking trading.
- Adaptive trailing/breakeven: ATR/volatility/time/trend based, with steps and minimum distances.
- Time & Profit Closure: exits by profit/time/correlation, emergency handling of aging positions.
- Compatibility: proper scaling for 2/3/5/6/8 digits and cent accounts (auto‑scaled thresholds, SL/TP).
- Turbo tester: accelerated runs, muted logs, configurable update interval
- Architecture modules
- Dual‑Model AI: independent feature engineering and normalization; LSTM (480 features) and LightGBM (~103 features); weighted fusion and arbitration.
- Quantum Risk: VaR/CVaR, risk states, stress scenarios, predictive alerts, QVI metrics, correlation risk.
- Position management: market regime detection, dynamic sizing, partial profits, smart hedge.
- Signal validator: priorities, mandatory checks (spread/volatility/trend), rejected‑signal logging.
- Spread/Broker adaptation: fixed/adaptive spread filter, multi‑digits scaling, cent mode.
- Trailing/BE/Time‑Profit: full adaptive exit stack, including specific logic for long‑lived positions.
- Turbo Tester: fast ticks, log suppression, UpdateInterval.
- Quick start
- Important
