Customer Reviews

Why Choose Karat Killer?

Most Gold EAs fall into predictable categories:

• Indicator-based scalpers with curve-fitted rules
• Grid or martingale systems with catastrophic risk
• Buy-only strategies that collapse in corrections
• Overfitted backtests with no real-world validation

Karat Killer is built differently.

✅ Multi-Model ML Ensemble (ONNX Runtime)
✅ Walk-Forward Validation across 10+ years
✅ Anti-Overfitting Certified with published methodology
✅ Trades both long and short with equal conviction
✅ Adaptive Risk Management (conviction sizing + circuit breaker)
✅ Full Transparency (interactive reports, methodology docs)
✅ No grid
✅ No martingale
✅ SL in every trade

It is designed for traders who understand that consistency comes from real edge and disciplined risk control — not from spectacular but illusory backtests.

Core Trading Philosophy

Karat Killer follows a machine learning ensemble philosophy validated with institutional-grade rigor.

Key Principles:

• Deploy multi-model ML predictions (not fixed rules)
• Accept modest but real predictive power over inflated results
• Trade both directions based on ensemble confidence
• Apply adaptive position sizing based on model conviction
• Validate every prediction on strictly unseen future data
• Prioritize long-term robustness over short-term excitement

The system aims to capture high-probability setups in gold using AI-driven entries, not recycled indicator combinations.

➡️ Real edge over illusory perfection.

Buy & Sell Logic

Symbol: XAUUSD (Gold)
Account Mode: Hedging supported
Strategy Type: Multi-Model ML Ensemble

The algorithm combines several machine learning models – each with fundamentally different inductive biases into a single ensemble prediction. Models run natively inside MetaTrader 5 via ONNX Runtime with zero external connections.

When a high-probability setup is detected:

✅ A position is opened (long or short)
✅ Stop Loss is applied immediately
✅ Position sizing scales with model conviction
✅ Trade is managed independently with adaptive risk layers

Exit Models:

• Dynamic Stop Loss
• Take Profit based on ensemble confidence
• Adaptive trailing stop
• Circuit breaker during drawdowns

Risk Management Layers:

1. Conviction-based position sizing – scales with ML confidence
2. Circuit breaker – reduces size during drawdowns
3. Rolling performance monitor – adjusts exposure during cold streaks

Multi-Model ML Ensemble

Karat Killer is not a marketing label — it is a genuine machine learning system.

How It Works:

✅ Multiple ML algorithms with different learning approaches
✅ Each model trained on past data, validated on unseen future data
✅ Ensemble combines predictions to reduce overfitting risk
✅ Runs natively via ONNX Runtime inside MT5
✅ Zero external connections or latency issues

Walk-Forward Validation:

• Validated using expanding-window walk-forward periods
• 10+ years of gold data (2016–2026)
• Every prediction made on strictly unseen future data
• Spans pre-COVID markets, 2020 crash, 2022 inflation, 2024-2025 rally

Anti-Overfitting Certified:

✅ 8-phase sequential pipeline with strict data boundaries
✅ Exhaustive leakage audits and plausibility checks
✅ When leakage was found and removed, metrics dropped – confirming genuine fixes
✅ Full methodology publicly available

Not a Buy-Only EA

Unlike most gold EAs that only trade long and collapse during corrections, Karat Killer trades both directions with equal conviction.

✅ Trained on over a decade of gold data (bull runs, corrections, range-bound markets)
✅ Takes profitable short trades when conditions shift
✅ Backtest reports show profitable shorts throughout 10-year validation window

Adaptive Risk Management

Multi-layer risk control that dynamically adjusts exposure based on market conditions and model output.

Risk Layers:

1. Conviction-Based Sizing – position size scales with ML confidence
2. Circuit Breaker – reduces exposure during drawdowns
3. Rolling Performance Monitor – adjusts during cold streaks, normalizes as performance recovers
4. Stop Loss on Every Trade – no naked positions

➡️ Designed for survival first, growth second.

Full Transparency

Karat Killer provides institutional-grade transparency rarely seen in retail EAs.

What’s Publicly Available:

📊 Interactive backtest reports (equity curves, profit heatmaps, monthly returns)
📄 Published validation methodology document
📈 Portfolio correlation study against popular gold EAs
📉 Trade distribution analysis
🔍 Anti-overfitting pipeline documentation

No black boxes. No hidden tricks. Just data.

BLODSALGO Analytics Professional (Included FREE)

Every buyer receives lifetime access to BLODSALGO Analytics – an institutional-grade, real-time trading dashboard that syncs every trade automatically.

Features:

✅ Equity curve tracking
✅ Drawdown monitoring
✅ Performance heatmap
✅ Trading calendar
✅ EA-by-EA comparison
✅ Open positions monitor
✅ Live updates from any device

➡️ On its own, this dashboard justifies the price.

Strict Risk Control

Karat Killer avoids toxic recovery techniques.

✅ No martingale
✅ No grid
✅ No hidden lot multiplication
✅ Stop Loss on every trade
✅ Adaptive position sizing
✅ Circuit breaker protection

Minimum Account:

• $250 minimum (will function but limited risk calibration)
• $500+ recommended (proper risk management operation)
• $1,000+ ideal (full adaptive sizing potential)

Risk Levels:

• Low (conservative, recommended for prop firms)
• Medium (balanced risk/reward)
• High (aggressive growth-focused)

➡️ Designed for disciplined risk allocation.

Important: Gold Is an Expensive Asset

Gold is an expensive asset to trade. Even a 0.01 lot position in XAUUSD requires significant margin – and with gold at historic highs, that minimum lot size now represents substantial exposure.

Account Size Reality:

• $250: EA will function, but precise risk calibration will be difficult
• $500+: Enough room for risk management system to operate properly
• $1,000+: Adaptive position sizing works at full potential

This is not a limitation of the EA – it is a reality of gold trading. Be honest with your account size and expectations.

Designed for Real Trading Conditions

Optimized for:

✅ XAUUSD (Gold) trading
✅ ECN / RAW Spread brokers
✅ Low-spread, fast-execution environments
✅ Stable VPS (24/5 recommended)

Timeframe:

• H1 (1-Hour) – Default and Recommended

Broker Requirements:

• ECN or RAW spread accounts preferred
• Competitive gold spreads
• Fast execution speeds
• Hedging mode supported

Plug & Play Setup

1. Open an XAUUSD H1 chart in MT5
2. Attach Karat Killer to the chart
3. Set your preferred risk percentage (default provided)
4. Click OK – and let the system do the rest

✅ No external configuration
✅ No optimization required
✅ Fully plug and play

Recommended VPS: Use stable VPS environment for 24/5 operation
Recommended Broker: Check vendor’s broker guide for best execution

Key Features

✅ Multi-Model ML Ensemble (ONNX Runtime)
✅ Walk-Forward Validation (10+ years)
✅ Anti-Overfitting Certified
✅ Trades both long and short
✅ Adaptive position sizing (conviction-based)
✅ Circuit breaker protection
✅ Rolling performance monitor
✅ Stop Loss on every trade
✅ Published validation methodology
✅ Interactive backtest reports
✅ BLODSALGO Analytics Professional included
✅ No martingale
✅ No grid
✅ No hidden lot multiplication
✅ Full transparency
✅ Official licensed product
✅ 10 activations included

Community Access

After purchase:

✅ Send proof of purchase
✅ Receive invite to private trading community

Live Resources May Include:

• Live Signal access
• Main Portfolio updates
• Detailed user manual
• Portfolio statistics
• Interactive backtest reports
• Validation methodology documents
• Community support

📩 Free Support & Setup Help – Contact us 👉 Telegram Support 

Licensing & Authenticity

 📌 License, Authenticity & Group Buy Information

Dark Gold MT5 is a 100% official MQL5 product, delivered with a Genuine product key and full vendor support.

✅ Officially published on the MQL5 Market
✅ Comes with an Original license key
✅ Activated on your personal MQL5 account
✅ Lifetime updates included
✅ No cracked files, no shared licenses

👥 Group Buy – Explained Simply

The Group Buy option allows traders to access the same official EA at a reduced cost.

What you receive:

• Your own Genuine product key

• Official MQL5 activation

• Full updates

• Legal, transparent ownership

🚫 No pirated files 🚫 No shared activations.

Transparency & Disclaimer

The Karat Killer EA is a professional trading tool, not a guaranteed profit system. Losses are possible, and performance depends on settings, broker quality, execution speed, and risk management. Always test on demo accounts and trade responsibly.

Frequently Asked Questions (FAQ)

1. Does Karat Killer use martingale or grid?

No. It strictly avoids both martingale and grid systems. Every trade has a stop loss.

2. Is this a buy-only EA?

No. Karat Killer trades both long and short with equal conviction when the ML ensemble identifies high-probability setups.

3. What timeframe should I use?

H1 (1-Hour) is the default and recommended timeframe.

4. What is the minimum balance?

• Minimum: $250 (will function but limited)
• Recommended: $500+
• Ideal: $1,000+

Gold is an expensive asset. Larger accounts allow the adaptive risk system to work properly.

5. Is this officially licensed?

Yes. You receive an Original License Key and Genuine Product Key with official MQL5 activation.

Group Buy Available Tools

• ➡️ The Bitcoin Core MT5 EA – Latest Update | Group Buy | Original License Key – Download Now

• ➡️ Gold Buster Sensitive MT5 EA – Latest Update | Group Buy | Original License Key – Download Now

• ➡️ AI Gold Trading MT5  EA – Latest Update | Group Buy | Original License Key – Download Now