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Name: Mad Turtle
Version: Latest Version
Developer by: Gennady Sergienko
The Right Platform: Meta Trader 5 (MT5)
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Mad Turtle MT5 is an Expert Advisor (EA) fully powered by Machine Learning, developed from a model accidentally discovered during experiments with temporal feature clustering. Thanks to a non-traditional training approach, this EA demonstrates exceptional robustness on independent validation data — avoiding the “fake overfitting” trap. Operating on the H1 timeframe, Mad Turtle does not rely on ultra-short scalping or time-limited strategies. Instead, it runs 24/7, focusing on safe capital management and probability-based market decision-making.
Overfit Control
30–50% of the dataset is reserved for independent validation.
Minimizes the risk of “memorizing” data, ensuring real predictive capability.
Capital & Account Protection
Supports NETTING accounts.
Trades with a single position and a short stop-loss to limit risk.
Transparent Analysis
Displays the model’s BUY/SELL probability directly on the chart.
Allows traders to adjust the trade activation threshold.
Robust Trading Structure
Operates exclusively on the H1 timeframe.
No dependency on micro-scalping, pre-rollover tactics, or short-term news events.
Proprietary Technology
Advanced feature engineering refined over 9 years of trading bot development.
Unique training method with a reward-penalty system to improve prediction quality.
Bonus Models Included
Scalper PRO5 – High-frequency trading model that reacts quickly to market changes.
MIRROR – Specially designed for extreme volatility phases.
TIMER FIT #1 & #2 – Lightweight models that forecast direction at fixed times daily, useful for manual trading.
Probability-based decision-making – Traders can clearly see the confidence level behind each signal.
Reduced capital risk – Short stop-loss and single-order execution keep exposure low.
Optimized for XAUUSD H1 – Avoids short-term market noise for more reliable trades.
Built for long-term traders – Runs 24/7 with stable and transparent logic.
Multiple strategies in one package – Flexible for different trading styles.
The backtest chart of Mad Turtle MT5 (Scalper PRO5) demonstrates its ability to maintain stable performance even when exposed to entirely new market data the model has never encountered before.
In the 2017–2025 period, the equity growth line is almost seamless and steadily upward, proving that the model is well-trained and not “overfitted” to old data. After entering the phase of “new data the model has never seen,” the EA continues to deliver accuracy and consistent profitability — something many other AI systems struggle to achieve.
In the long-term test from 2000–2025, performance before 2017 is labeled “questionable” due to limitations in historical data. However, after introducing new data and going through the training phase, the growth curve shows a strong surge, with steady gains and minimal large drawdowns.
These results confirm that Mad Turtle MT5 not only performs well in familiar environments but also adapts effectively to completely new market conditions, providing high reliability for traders aiming for long-term investments.
Mad Turtle MT5 continues to prove its strength with impressive trading performance displayed directly on the chart. Since March 2023, the profit growth curve has shown stability and consistency, with a total profit of +$2,385 (+24%) and a drawdown of only $10 (~1%), demonstrating exceptional risk management capabilities.
With its Live Model Prediction and Performance Visualization features, traders can monitor BUY/SELL probabilities in real time, enabling faster and more accurate decision-making. Mad Turtle MT5 not only delivers efficient trading but also offers maximum transparency, making it a powerful choice for those looking to combine AI with intelligent capital management strategies.
Name | Fit |
---|---|
Trading platform | Meta Trader 5 (MT5) |
Time frames | H1 |
Currency pairs | XAUUSD (Gold) |
Min / Recommended deposit | $200 |
Min / Recommended leverage | 1:300 |
VPS | Optional, for uninterrupted advisor operation. |
🤗WISH YOU SUCCESSFUL TRADING🤗