Medallion

Medallion is an advanced algorithmic trading system designed at the intersection of artificial intelligence, applied mathematics, and quantitative finance. At its core links a GPT-based decision engine that does not merely react to price movements, but interprets them through probabilistic reasoning and adaptive learning. The system is built upon Bayesian inference and Fourier series decomposition, allowing Medallion to model market behavior as a dynamic stochastic process rather than a sequence of isolated signals. This approach enables the Expert Advisor to extract structure from apparent market noise and to continuously refine its internal assumptions based on its own trading outcomes. Medallion is explicitly not a grid and not a martingale system; instead, it represents a mathematically grounded framework focused on stability, statistical expectancy, and long-term robustness.

The strategy is optimized for EUR/USD and is deliberately designed to be time-frameagnostic. Analytical core operates on price distributions and spectral characteristics rather than on candle granularity, enabling stable and systematic market assessment. Medallion seeks to generate consistent returns across varying market regimes — trending, ranging, or transitional — by exploiting intrinsic properties of the price series itself. Risk management and position sizing are fully automated and continuously recalculated, while a logarithmically derived trailing mechanism aims to maximize profit efficiency without compromising capital protection. Beyond trading logic, Medallion performs real-time self-analysis, evaluates the viability of holding existing positions, and rigorously monitors broker specifications, execution quality, and system parameters. Comprehensive high-resolution logging ensures transparency, diagnostic clarity, and early detection of any execution anomalies — positioning Medallion not merely as a trading tool, but as a disciplined quantitative research agent operating autonomously in live market conditions.

Pricing Policy

  • Base Price: 999.99 USD (8/10 copies left)
  • Final Price: 4999.99 USD

Strategy Architecture — Core Principles

Medallion's trading logic is structured as a set of independent yet tightly integrated analytical layers, each addressing a specific dimension of market uncertainty.
  1. AI-Driven Decision Framework: A GPT-based analytical core evaluates market states contextually, prioritizing probabilistic consistency over rigid rule execution.
  2. Spectral and Statistical Price Analysis: Price behavior is analyzed using fourier series decomposition and advances statistical methods to distinguish structural dynamics from stochastic noise.
  3. Bayesian Market Inference: Bayesian probability updating governs entry, exit, and position management decisions. A logarithmically derived trailling mechanism is usedto enhance efficiency while maintaining risk discipline.
  4. Predictive Confirmation Filter: An additional filter validates trade entires and estimates short-term market behavior, reducing exposure to statiscally unforvable conditions.
  5. Self-Analysis and Dynamic: Risk Evaluation The system continuously reassesses open positions and historical outcomes, identiying scenatios where contiuned posotion holdingis no longer statistically justified.

Configuration and Operational Parameters

  • Timeframes: Any
  • Instrument: EUR/USD 
  • Quotes: 5 digits
  • Account Type: Hedging is recommended. Netting is supported with certain operational limitations
  • Leverage: 1:100 or higher
  • Minimum Deposit: 300 USD
  • Risk per Trade: Defined by user configuration
  • Broker Compatibility: Any broker

For full analytical functionality, Medallion requires sufficient historical data:

  • Minimum: 15,000 M1 bars
  • Recommended: 100,000 M1 bars

If insufficient data is detected, the Expert Advisor automatically initiates data loading and informs the user about the process. In MetaTrader 4, this behavior is visible during testing; on live accounts, brief data loading after initialization is a normal operational state.

Historical Research and Testing

Extensive historical modeling has been conducted on EUR/USD, covering the period from 2013 to the present across multiple market regimes. Depending on configuration, simulations demonstrated a wide range of performance characteristics, reflecting the adaptive nature of the system rather than dependence on a single market phase.
All results represent research and modeling outcomes only and are provided strictly for transparency. Past performance, whether simulated or historical, does not constitute a guarantee of future results.
At the time of release, Medallion is newly launched and public live trading results are not yet available. A public signal is planned following internal validation and stability monitoring.

Simplified User Control

Medallion incorporates an internal automatic parameter selection system designed to maximize usability without sacrificing analytical depth.
User interaction is intentionally reduced to a single input parameter:

  • TradingMode — controls overall trading risk, stop logic, and auxiliary system behavior.

No manual optimization or technical intervention is required.

Broker Recommendations

Although Medallion is compatible with all brokers, it is recommended to verify key contract specifications prior to deployment. Smaller or less established brokers may occasionally exhibit inconsistent parameters.
For optimal reliability, the use of well-established brokers with high-quality quotation feeds is advised.

Medallion is exclusively engineered for EUR/USD and is not intended for use on other symbols.

Authencity and Security

All products by the author are distributed exclusively via the official MQL5 Marketplace. Medallion includes protection against unauthorized analysis, reverse engineering, and integrity violations. Products purchased from third-party sources void all guarantees. Security measures activate only in cases of clearly malicious behavior; legitimate users under normal trading conditions are unaffected.

Medallion is not positioned as a speculative shortcut, but as a disciplined quantitative system — where artificial intelligence, probability theory, and mathematical modeling converge to navigate market complexity with rigor, restraint, and intellectual integrity.

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Merhaba Tüccarlar! "Peygamber" stratejisini sunuyorum, yüksek bir kazanma oranı ve uzun ve istikrarlı ticaret için seçilendir. peygamber birçok arasından seçilmiştir, çünkü kazanma oranının önemi ile vurgulanan bir stratejidir, %100 kazanma oranına benzer bulacağınız birkaç stratejiden biridir, çeşitli stratejilere danışmanlık yapan dahili bir algoritmaya dayanır. gerçekleştirilebilecek faktörler ve pazara uyum sağlayan çitler uygun riski kontrol etmek için gerekli tüm korumaları içerir, yalnı
Ashinton Smart Ultra Pro – Structured Trading Automation Ashinton Smart Ultra Pro is a trend-following,  risk-controlled MT5 Expert Advisor designed to trade identified trend continuation  opportunities using a multi-stage entry confirmation aligned with directional bias, and price structure-based swing levels. It focuses on clean execution, strict money management, and safety protections (daily drawdown lock, spread protection, cooldown rules, and more), making it suitable for traders who want
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Bogdan Ion Puscasu
4.78 (41)
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Lo Thi Mai Loan
4.43 (14)
EA Gold Blitz   – Güvenli ve Etkili Bir Altın Ticaret Çözümü   Başlangıç promosyonu  Şu anki fiyatla yalnızca 1 kopya kaldı!  Sonraki fiyat: 1299.99 $  Son fiyat: 1999.99$  Merhaba! Ben EA Gold Blitz   , Diamond Forex Group ailesinin ikinci EA'sı olarak, altın (XAU/USD) ticareti için özel olarak tasarlandım. Olağanüstü özellikler ve güvenliğe odaklanan bir yaklaşım ile, tüccarlara sürdürülebilir ve etkili bir altın ticaret deneyimi sunmayı vaat ediyorum.   EA Gold Blitz   farklı kılan nedir? 
Bitcoin Scalping MT5
Lo Thi Mai Loan
5 (5)
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Paulo Roberto Da Costa
5 (1)
Sinal (GOLD/XAUSD) - 16 meses ativo e mais de 6 mil negociações em conta Standard (alavancagem de 1:400):   https://www.mql5.com/pt/signals/2278431 Produto para MetaTrader4:  https://www.mql5.com/pt/market/product/159627 Produto para MetaTrader5:  https://www.mql5.com/pt/market/product/160313 O Apache MHL Moving Average Expert Advisor ou simplesmente "Apache MHL" é um robô que opera no ativo GOLD/XAUUSD utilizando estratégias baseadas em médias móveis e gestão de risco com Martingale. O usuári
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MQL TOOLS SL
3.93 (15)
AI Prop Firms - Intelligent Automation Built for Prop Trading Firms . AI Prop Firms is an advanced fully automated Forex trading system powered by Artificial Intelligence , developed specifically to operate within the strict rules and evaluation models of prop trading firms. The system is designed to trade under controlled risk conditions while maintaining consistency , stability, and compliance with prop firm requirements. AI Prop Firms uses intelligent market analysis logic that continuously
Waka Waka EA MT5
Valeriia Mishchenko
4.13 (40)
8+ years of live track record with +12,000% account growth: Live performance MT 4 version can be found here Waka Waka is the advanced grid system which already works on real accounts for years. Instead of fitting the system to reflect historical data (like most people do) it was designed to exploit existing market inefficiencies. Therefore it is not a simple "hit and miss" system which only survives by using grid. Instead it uses real market mechanics to its advantage to make profit Supported cu
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William Brandon Autry
4.83 (42)
Mean Machine GPT Gen 2 ile Tanışın – Orijinal. Artık daha akıllı, daha güçlü ve her zamankinden daha yetenekli. Bu dönüşümün tamamını 2024 sonunda Mean Machine ile başlattık. Gerçek öncü yapay zekayı canlı perakende ticarete taşıyan ilk sistemlerden biri. Mean Machine GPT Gen 2 o orijinal vizyonun bir sonraki evrimidir. Orijinali değiştirmedik. Onu evrimleştirdik. Çoğu sistem bir kez yanıt verir, bir kez hareket eder ve her şeyi unutur. Mean Machine GPT Gen 2 unutmaz. Her işlemi, her kararı, he
DeepMatrix FX Advanced Algorithmic Intelligence for XAUUSD DeepMatrix FX — Precision. Intelligence. Performance. Important! Please contact me after installation to obtain the best recommended settings file. Next Price is 2 99 $ DeepMatrix FX is a fully automated trading system developed specifically for XAUUSD on the Any timeframe. Built with advanced algorithmic logic, adaptive market analysis, and precision execution technology, DeepMatrix FX is designed to identify high-probability trading op
Perceptrader AI MT5
Valeriia Mishchenko
4.67 (6)
80 consecutive months in profit with low drawdown: Live performance MT4 version can be found here Perceptrader AI is a cutting-edge grid trading system that leverages the power of Artificial Intelligence, utilizing Deep Learning algorithms and Artificial Neural Networks (ANN) to analyze large amounts of market data at high speed and detect high-potential trading opportunities to exploit. Supported currency pairs: NZDUSD, USDCAD, AUDNZD, AUDCAD, NZDCAD, GBPCHF Timeframe: M5 Features: Trend , Mome
Foli Pivots MT5
John Folly Akwetey
Expert advisor trades by pivot levels, support and resistance levels based on pivot levels. Also expert advisor takes into account volatility filter, uses standard Martingale and anti-Martingale systems, drawdown protection, standard trailing stop, trading time and trading Trade Order   – direction of trading (only buy, only sell or buy and sell) Use Volatility Filter   – enabling/disabling of volatility filter using Volatility Filter   – value of volatility filter Count Of Days For Volatility F
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5 (1)
The price is gradually increasing up. Only 2 copy remains available at the current price,  next price increase to $599 . Hello, traders!, the newest and a very powerful Spider Gold MT5 of Expert Advisors. My specifically designed to run on the XAUUSD/GOLD pair. Spider Gold MT5  EA is more selective and accurate in signal entry and better in managing existing transactions.  Spider Gold  MT5 EA analyzes markets based on trends, imbalances areas and price action. Spider Gold  MT5 EA can identify
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Ugochukwu Mobi
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Ugochukwu Mobi
5 (2)
AI Nodiurnal EA, ticaret stratejilerini optimize etmek ve dinamik döviz piyasasındaki performansı artırmak için son teknoloji makine öğrenimi teknolojisini kullanarak geliştirilmiş bir Forex robotudur. "Nodiurnal" terimi, tipik günlük (gündüz) ticaret saatleri boyunca değil, aynı zamanda standart olmayan dönemlerde de adaptasyon ve işlem yapma yeteneğini yansıtarak, döviz ticareti için sürekli ve adaptif bir yaklaşım sağlar. Ayarlar: Para Birimi Çifti üzerindeki varsayılan ayarlar: EURUSD H1. Öz
Gold Catalyst EA MT5
Malek Ammar Mohammad Alahmer
Gelişmiş Otomatik Altın İşlem Sistemi Gold Catalyst EA MT5 , XAU/USD (Altın) için özel olarak optimize edilmiş tam otomatik bir işlem çözümüdür. Trend takibi stratejileri , fiyat hareketi (price action) onayları ve dinamik risk yönetimi birleştirilerek oluşturulan bu EA, gerçek piyasa koşullarında bir yıldan uzun süredir yapılan testlerde istikrarlı ve güvenilir bir performans sergilemiştir. 1. Strateji Genel Bakış Gold Catalyst EA MT5 , aşağıdaki bileşenleri içeren sistematik bir yaklaşıma sahi
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Farell Edson Mazarin
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Farell Edson Mazarin
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Farell Edson Mazarin
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Farell Edson Mazarin
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Farell Edson Mazarin
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Farell Edson Mazarin
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Farell Edson Mazarin
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Farell Edson Mazarin
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The Nexus EA
Farell Edson Mazarin
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Farell Edson Mazarin
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Farell Edson Mazarin
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