Monte Carlo Forecast Ensemble
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Antonello Belgrano
MQL5 Programmer specialized in creating professional Expert Advisors and Indicators.
I develop high-quality strategies as well as custom solutions, optimizations, and personalized Expert Advisors tailored to your specific needs.
Feel free to contact me for any requests or custom projects. - 버전: 3.3
- 업데이트됨: 5 4월 2026
- 활성화: 5
Monte Carlo Forecast Ensemble
The market doesn’t move in straight lines. It moves in distributions.
Monte Carlo Forecast Ensemble brings an advanced probabilistic view to your chart. Instead of telling you where the price will go, it shows you where it is most likely to go, powered by thousands of Monte Carlo simulations running in real time.
What It Shows
At every update, the indicator runs thousands of Monte Carlo simulations projected forward for a customizable number of bars. The result is not a single line, but a true probability distribution displayed on the chart as a heatmap and percentile fan lines.
You can immediately see:
- The area where most simulated paths are concentrated
- The ±1σ and ±2σ levels – the expected move range and tail risks
- The percentage probability of bullish versus bearish scenarios
- The median target, statistical floor, and ceiling
Three Simulation Engines, One Consensus
The Consensus Mode combines three complementary approaches and automatically calculates the level of agreement between the models. When the Agreement Score is high (above 75-80%), the models converge on the same outlook, making the forecast statistically more robust.
How to Use This Indicator Correctly
Important: This indicator is not designed to generate direct buy or sell signals. Its real value comes when used as a confirmation filter within your own trading strategy.
Practical guidelines:
- Always use Consensus Mode — A high Agreement Score significantly increases the reliability of the information.
- Expected Move (±1σ) as your main reference — Consider it the most probable zone (~68% probability). Ideal for setting partial take-profits or avoiding entries near the edges of the range.
- Bull/Bear Bias + Agreement Score — Bull Probability above 60% and high Agreement Score is a positive filter for long trades. Bear Probability above 60% and high Agreement Score is a positive filter for short trades. Low Agreement Score means you should avoid the trade even if the bias looks strong.
- Median Target — Excellent as a realistic objective for trailing stops or partial take-profits.
- Extreme tails (95th / 5th) — Useful for placing protective stop-losses or selecting option strikes.
Best approach: Combine it with price action, support and resistance levels, or market structure. It works best as a confluence filter rather than a standalone tool.
Clean and Simple
The integrated statistics panel clearly displays in real time: directional probability, Expected Move, projected range, Agreement Score, and bias classification (Strong Bull, Neutral, Strong Bear).
Who It’s For
- Options traders looking for a realistic Expected Move
- Swing and position traders who want probabilistic confirmation before entering
- Quantitative traders who appreciate tools based on probability distributions
Key Features
- Multi-model Monte Carlo simulations with Consensus mode
- Clear visualization with heatmap and fan lines
- Visual Bull/Bear bias and Agreement Score
- Complete and easy-to-read information panel
- Works on Forex, Indices, Stocks, Crypto, and Commodities
- Ideal on H1, H4, and Daily timeframes
This is not a signal indicator.
It is a probabilistic analysis tool designed to be used as a filter to improve the quality of your trades.
Want to know the realistic expected range?
Want to assess directional strength with statistical confidence?
Want a second probabilistic opinion before risking your capital?
Monte Carlo Forecast Ensemble helps you do exactly that, in a professional and visually clear way.
