Mean Machine GPT and Gold Phoenix GPT

  

The Revolution in Automated Trading Starts Here

Welcome to the introduction of Mean Machine GPT, my latest Expert Advisor (EA) designed to transform your trading experience. Allow me to walk you through the thought process behind this powerful tool and explain why it stands out in the world of automated trading.

Why "Mean Machine GPT"?

The name "Mean Machine GPT" represents the culmination of advanced statistical analysis and cutting-edge artificial intelligence. The "Mean" component reflects a sophisticated price analysis framework that goes far beyond conventional trading approaches. Rather than relying on simplistic trading rules, this unique system employs multiple layers of analysis:

- Dynamic market state evaluation using proprietary volatility algorithms

- Multi-timeframe analysis spanning from minute to weekly charts

- Advanced price equilibrium calculations with adaptive parameters

- Comprehensive market structure analysis

- Real-time correlation and divergence detection

The "Machine" element signifies something truly unique in the trading world - Mean Machine GPT is the only Expert Advisor capable of simultaneously leveraging and comparing analyses from multiple AI providers. Through groundbreaking integration of six major AI platforms (OpenAI, Anthropic, Google, Meta, Mistral, and X.AI), this system achieves unprecedented accuracy through cross-validation.

What makes this multi-AI approach so powerful? Each model brings its own unique perspective to market analysis, shaped by different training approaches and specialized capabilities. When these perspectives align, they create an extraordinary level of confidence in trading decisions. When models disagree, the system patiently waits for consensus, avoiding potentially risky trades where there's analytical uncertainty. This disciplined approach to model consensus ensures that trades are only taken when market conditions are truly optimal.

This diversity of analytical perspectives is further enhanced by the system's ability to combine models in countless ways - from dual-model setups to full six-way integration. The flexible architecture allows traders to leverage any combination of:

- OpenAI's latest GPT-4 models

- Anthropic's Claude 3 family

- Google's Gemini models

- Meta's advanced Llama implementations

- Mistral's efficient models

- X.AI's Grok series

Each model analyzes the same market data but approaches it from a different angle, creating a rich, multidimensional view of market conditions. This comprehensive analysis leads to more robust trading decisions than any single AI could provide.

The system can combine these models in numerous ways, from dual-model setups to full six-way integration. This allows for sophisticated consensus-based decision making that's impossible with single-AI systems. For example, when all models agree on a market direction, it provides an extraordinary level of confidence. When the models disagree, the system maintains disciplined patience, waiting for true consensus before taking any action. This ensures trades are only executed when there is clear agreement across the selected AI models, maximizing the probability of successful outcomes.

The original Mean Machine AI, launched a year ago, established a solid foundation. Since then, the system has evolved dramatically with GPT integration, implementing:

- Deep market structure analysis through AI vision capabilities

- Pattern recognition that evolves with market conditions

- Multi-factor entry and exit calculations

- Dynamic position sizing algorithms

- Advanced risk-weighted decision making

The ability to compare and cross-validate signals across multiple state-of-the-art AI models sets Mean Machine GPT apart from any other trading system available today. Every trade represents not just one AI's analysis, but a sophisticated consensus drawn from multiple advanced models, each bringing unique perspectives to the decision-making process.

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Experience the Difference

You can find Mean Machine G P T on the marketplace here: Mean Machine G P T

For Gold pairs, use Gold Phoenix GPT here: Gold Phoenix GPT

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Advanced AI Integration: A Comprehensive Overview

Genuine, Versatile, and Beneficial

Mean Machine GPT stands as the most thorough and transparent implementation of AI technology in algorithmic trading, featuring complete integration with every major AI provider:

OpenAI Models:

• GPT-4 with vision capabilities
• GPT-4o mini
• GPT-4o
• GPT-o1 mini
• GPT-o1 Preview

Anthropic Claude AI Models:

• Claude 3.5 Sonnet
• Claude 3 Opus
• Claude 3 Sonnet
• Claude 3 Haiku

Google Gemini Models:

• Gemini 2.0
• Gemini 2.0 Thinking
• Gemini 1.5 Pro
• Gemini 1.5 Flash

Meta Llama Models:

• Llama 3.1 405b
• Llama 3.1 70b
• Llama 3.3 70b
• Llama 3.2 11b (Vision)
• Llama 3.2 90b (Vision)

Mistral AI Models:

• Mistral Small
• Mistral 3B
• Mistral 8B
• Mistral Large 2
• Pixtral Large

X.AI Grok Models:

• Grok-Beta (Grok 3)
• Grok 2

Each Large Language Model (LLM) AI has different strengths. For example, some models excel at sentiment analysis, while others are more adept at pattern recognition or contextual understanding. Combining these diverse capabilities into a cohesive decision-making process is no simple task, but it is enormously beneficial. Moreover, all combinations are possible when using more than one LLM, allowing users to tailor their AI setup to leverage the best aspects of each model.

Chain of Thought Prompting: 

Chain of thought prompting is a technique used in AI to enhance reasoning by breaking down complex problems into step-by-step processes. This method enables the model to clarify its logic, providing a more transparent and coherent response to challenging questions. By guiding the AI to articulate each step of its reasoning, it allows for more accurate and thoughtful predictions, reflecting deeper comprehension.

Mean Machine GPT leverages this technique to ensure every trading decision is rooted in a meticulous, step-by-step evaluation. When analyzing market conditions, it doesn’t jump to conclusions. Instead, it systematically assesses market trends, indicator performance, and potential impact factors, providing a clear, data-backed decision process. This structured approach gives traders unparalleled insight and precision, setting a new standard for AI-driven trading.

Below is an example from an actual response using this technique:

• "**Price Action Analysis:**  *Thinking through:*  - The daily chart provides the overarching trend, while the hourly and 15-minute charts give us more granular insights into recent price movements and potential entry points. - Key levels are where price has shown significant reactions in the past, which could act as support or resistance.  *Analysis:* - **Primary Trend Direction:**    - Daily: The AUDCAD pair has been in a slight downtrend, with the price moving from a high of 0.9271 on November 7th to a low of 0.9045 on November 14th. However, the RSI is not in oversold territory, suggesting potential for further downside or a consolidation.   - Hourly: The price has been oscillating within a narrow range, indicating a possible consolidation or a pause in the trend.   - 15-minute: Shows a recent uptick, possibly indicating a short-term reversal or a bounce from the lower levels.  - **Key Support/Resistance Levels:**   - **Support:**      - 0.9045 (1) - Recent low, potential strong support.     - 0.9070 (2) - Multiple touches, acting as support.   - **Resistance:**      - 0.9100 (3) - Psychological level, previous resistance.     - 0.9150 (4) - Recent high, could act as resistance.     - 0.9200 (5) - Strong resistance from previous highs.  - **Active Chart Patterns:**   - Daily: A potential descending triangle forming, with the lower trendline at 0.9045 and the upper trendline at 0.9150. This pattern is about 70% complete, suggesting a possible breakout soon.   - Hourly: A small symmetrical triangle, indicating a consolidation phase, roughly 50% complete.   - 15-minute: A small bullish flag pattern, about 60% complete, indicating a potential continuation of the short-term uptrend.  - **Recent Price Range for Volatility Context:**   - Daily: The range over the last 10 days is approximately 226 pips (0.9271 - 0.9045).   - Hourly: The range in the last 24 hours is about 37 pips.   - 15-minute: The range in the last 4 hours is around 10 pips, indicating low volatility.  **Technical Indicator Framework:**  *Thinking through:* - Indicators like moving averages, RSI, and ATR provide insights into momentum, trend strength, and potential reversal points.  *Analysis:* - **Moving Averages:**   - Daily: The price is below the middle Bollinger Band (0.9220), suggesting a bearish bias. The upper and lower bands are converging, indicating decreasing volatility.   - Hourly: Price is hovering around the middle band, showing indecision.   - 15-minute: Price has just crossed above the middle band, potentially signaling a short-term bullish move.  - **Momentum Indicators:**   - **RSI:**     - Daily: RSI at 42.86, not overbought or oversold, but trending lower, indicating bearish momentum.     - Hourly: RSI at 49.52, showing a slight uptick but still neutral.     - 15-minute: RSI at 64.82, indicating overbought conditions in the short term.   - **ATR:**     - Daily: ATR at 0.0065, slightly higher than the recent average, suggesting increased volatility.     - Hourly: ATR at 0.0014, indicating low volatility.     - 15-minute: ATR at 0.0007, very low volatility.  - **Significant Indicator Signals or Confluences:**   - The daily chart shows a potential bearish continuation with the price below the middle Bollinger Band and RSI trending down.   - On the 15-minute chart, the RSI being overbought might suggest a short-term pullback or consolidation.  **Market Structure Assessment:**  *Thinking through:* - Understanding how the current price action fits into the broader market context can help predict future movements.  *Analysis:* - **Broader Market Context:**    - The AUDCAD has been in a downtrend, but the recent consolidation suggests a potential pause or reversal.   - **Market Structure Breaks:**   - No significant breaks on the daily chart, but the hourly chart shows a break below the previous consolidation range, indicating a potential continuation of the downtrend.  - **Volatility State:**   - Daily: Volatility has slightly increased, but still within a normal range.   - Hourly and 15-minute: Low volatility, suggesting a possible breakout or significant move soon.  - **Related Market Correlations:**   - AUDCAD often moves inversely to AUDUSD due to the CAD's correlation with USD. A strengthening USD could further pressure AUDCAD.  **News Impact Evaluation:**  *Thinking through:* - News events can significantly impact currency pairs, especially if they relate to economic indicators or policy changes.  *Analysis:* - **Upcoming Events:**   - No specific news events provided, but general economic releases like employment data, inflation rates, or central bank decisions could influence AUDCAD.  - **Potential Impact:**   - High: Central bank decisions or major economic releases.   - Medium: Employment data, inflation reports.   - Low: Minor economic indicators or speeches.  - **Market Positioning:**   - Given the lack of specific news, market positioning might be based on technical analysis and broader market sentiment.  - **Historical Reactions:**   - AUDCAD tends to react strongly to RBA (Reserve Bank of Australia) decisions and employment data, with movements often exceeding 100 pips.  **Final Decision Process:**  *Thinking through:* - Combining all the above analyses to form a trading strategy.  *Analysis:* - **Reasoning:**   - The daily chart suggests a bearish continuation, but the short-term charts indicate a potential short-term bounce or consolidation.   - The descending triangle on the daily chart is nearing completion, suggesting a potential breakout.  - **Probability-Weighted Profit Potential:**   - Bearish Scenario: High probability due to the trend and pattern completion, potential for 100-150 pips.   - Bullish Scenario: Lower probability but possible due to short-term indicators, potential for 50-70 pips.  - **Entry, TP, and SL Levels:**   - **Entry:** 0.9085 (current price on 15-minute chart)   - **TP:** 0.9045 (strong support level)   - **SL:** 0.9100 (psychological resistance)  - **Prioritization:**   - The bearish setup has a higher historical success rate due to the trend and pattern.  - **Strongest Supporting Factors:**   1. Descending triangle pattern on daily chart.   2. Price below middle Bollinger Band on daily chart.   3. RSI trending down on daily chart.  - **Contrary Indicators:**   - Short-term overbought conditions on the 15-minute chart might suggest a pullback.  - **Confidence Rating:**   - Given the confluence of technical indicators and pattern completion, confidence is rated at 4.  Prediction: Bearish Entry 0.9085 TP 40 SL 15 Confidence: 4"

Why an API Key Matters The EA requires you to use your own API keys for OpenAI, Anthropic, Gemini, Mistral, Grok, and Meta Llama. This ensures long-term access, without reliance on third-party-provided keys that may expire or become invalid. Notably, Mistral AI offers a free API tier with their API key, making it an excellent entry point for users looking to experiment with AI integration without initial costs. Additionally, using your own API keys ensures that you are, in fact, calling the actual and genuine AI models directly, providing authenticity and reliability in the analysis. Setting up your own API keys is simple:

To integrate AI capabilities into your trading tools, you'll need to set up API keys for OpenAI, Anthropic, and Gemini. Here's a concise guide for each:

Step-by-Step Guide to Getting Your OpenAI API Key

1. Create Your OpenAI Account

   • Go to OpenAI’s website and click "Sign Up."
   • Follow the prompts to verify your email.

2. Log In & Access API Keys

   • Once logged in, click your profile icon (top-right corner).
   • Select "API Keys" from the dropdown menu.

3. Create a New Project (Optional, but Recommended)

   • Click "Projects" and then "Create New Project."
   • Give it a clear name, such as "My GPT Project."

4. Enable the Models You Need

   • Within your new project, look for the settings to choose models.
   • Enable "4," "4o," "4o mini," "o1 mini," "o1 preview," and any others you plan to use (e.g., GPT-3.5, GPT-4).

5. Set Up Payment

   • Go to the "Billing" section in your account settings.
   • Add a payment method so you can pay for API usage.

6. Generate Your API Key

   • Return to "API Keys" and click "Create API Key."
   • Copy the generated key and store it in a safe place.

7. Use Your API Key

   • Paste this key into your EA where it requests the OpenAI API key.
   • Keep it private—never share it publicly.

2. Anthropic Claude API Key Setup:

• Register for an Account:

  • Visit Anthropic's Console and sign up.
  • Verify your email address.

• Access API Keys:

  • Log in and navigate to "Account Settings" > "API Keys."

• Create an API Key:

  • Click "Create Key," name it, and copy it securely.

• Set Up Billing:

  • Go to "Billing" and add a payment method.
  • Ensure your account is funded for API usage.

• Integrate the Key:

  • Use this key in your Anthropic API key input, ensuring it's stored securely.

3. Gemini API Key setup:

Create a Google API Studio Account:

• Sign up at the Google AI Studio Platform.
• Select "Get API Key".
• Create an API key.

Set Up Billing:

• Next to the API key, select billing.
• Add funds to cover API usage costs.

Integrate the Key:

• Use this key in the Gemini API key input,  ensuring it's stored securely

4. Meta llama API Key Setup

Create a Together.ai AI Account:

• Visit Together.ai and sign up for an account.

Obtain an API Key:

• After logging in, click on “get started” the top-right corner.
• Click "Create New API Key" to generate a new key.
• Copy the generated API key and store it securely.

Set Up Billing:

• Add a payment method to cover API usage costs.
• Review the available pricing plans and select one that suits your needs.

Integrate the API Key:

• Use the API key in your  Meta Llama input.
• Ensure the key is stored securely and not exposed in client-side code.

All processes take less than 10 minutes each.

Important Considerations

Keep in mind that neither ChatGPT, Gemini, Claude, Llama, Mistral, or X.ai APIs cannot be called during backtesting. If an EA claims flawless backtest results due to AI signals, it is likely not genuine. True AI-generated signals can only be produced in a live environment, as real-time data feeds the AI models.

Deep Ai Integration 

The above screenshot illustrates the integration of advanced AI-driven decision-making within Mean Machine GPT through its "Use LLM Strategy" settings. These options enable traders to harness the power of AI models like ChatGPT, Claude, and Gemini to optimize key trading parameters dynamically. By selecting from these settings, traders can customize how the EA uses AI insights for strategic trade management:

1. Disabled: The main AI-module is combined with the EA Entry/TP/SL/Recovery values.
2. Use Ai TP values: The AI determines the optimal take profit levels, enhancing the strategy's ability to secure gains based on market analysis.
3. Use Ai SL values: AI calculates precise stop loss levels to minimize risk and adapt to changing market conditions.
4. Use Ai Entry values: The AI identifies ideal entry points for trades, improving the chances of successful market engagement.
5. Use Ai TP and SL values: Combines AI-generated take profit and stop loss levels for a balanced approach to risk and reward management.
6. Use Ai TP and Entry values: Employs AI analysis to set both take profit and entry levels, maximizing trade potential.
7. Use Ai SL and Entry values: Utilizes AI to establish both stop loss and entry points, ensuring trades are protected and well-timed.
8. Use Ai TP, SL, and Entry values: Fully leverages AI-driven insights, applying LLM-derived take profit, stop loss, and entry values for a comprehensive, data-informed trading strategy.

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Beyond ChatGPT: The Neural Network

Self-Training Gene Evolution Neural Network

Mean Machine G P T also features a self-training Gene Evolution Neural Network with 12 neurons. This network trains in cycles, selecting and evolving "genes" similar to natural selection, learning from daily trading behavior, and continuously improving with each trading day.

Training and Optimization Process Explained

1. Initialization: The system initializes parameters like weights and fitness scores.
2. Population Generation: An initial population of solutions is generated, each with unique weights.
3. Fitness Evaluation: Each solution is evaluated on performance metrics, such as trading profitability.
4. Selection: The best-performing solutions are selected for reproduction.
5. Reproduction: New solutions are created by combining the "genes" from selected individuals.
6. Iteration: This process repeats over several iterations, continuously evolving toward better solutions.
7. Final Solution: The best solution is selected as the final optimized model.
8. Weight Storage: The optimized weights are stored for future use.
9. Signal Checking: The optimized model generates trading signals based on current market data.

This process is akin to a genetic algorithm, where populations evolve over time to optimize trading profitability.

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Prop Firm and Funded Account Support

For traders navigating prop firm funded accounts, I’ve developed tailored lot size settings for both balance-based trailing drawdowns and static drawdown rules, such as those seen with FTMO. You can select from Slow, Medium, or Fast modes based on your risk preferences. For static accounts, simply enter your starting balance, and the system will automatically adjust accordingly.

The drawdown module supports:

• Daily drawdown rules for static funded accounts
• Trailing balance-based accounts
• EOD-based rules

These updates are particularly useful for traders participating in prop firm challenges, helping ensure compliance with drawdown limits and improving trading discipline.

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Gain Stage Module Overview

The Gain Stage Module is designed to help you meet and lock in your profit goals with precision. You can set a Total Profit Target (e.g., 10% or 100%) that shuts down the EA when achieved. With Monthly Profit Target, the EA closes all trades for the month once the target is met.

The Monthly and Daily Profit Trail/Distance system ensures you can secure gains by arming at a higher percentage and locking in profits when it drops. This powerful tool gives traders full control over their targets and risk management.

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Advanced Exposure Management: The Max Net Currencies Function

Managing Exposure to Avoid Over-Leveraging

One of the crucial aspects of successful trading is managing exposure to avoid over-leveraging and potential losses. In Mean Machine G P T, this is handled by the Max Net Currencies function, which plays a vital role in ensuring that your trading strategy remains within predefined risk parameters.

What Does This Function Do?

The Max Net Currencies function is designed to prevent your EA from opening new positions when the net exposure for a specific currency exceeds a specified threshold. It checks both the base and quote currencies of open positions and determines whether adding another trade would surpass the allowed exposure.

How It Works

1. Initialize Net Positions: The function starts by initializing an array to store the net position for each currency in your watchlist.
2. Fetch All Open Positions: It retrieves all open positions to calculate your current net exposure for each currency.
3. Currency Exposure Check: The function checks if the currency involved in the potential trade is either the base or the quote currency in any of your open positions.
4. Decision Making: After calculating the net exposure, the function compares it against your predefined max exposure threshold.

Split Lots: Managing Order Size with Precision

Now, let’s talk about another important feature that ensures smooth trading—Split Lots. When you're working with larger order sizes, not all brokers allow you to place one large trade in a single order. This is where DoOrderSplit comes into play.

How It Works

1. Lot Size Handling: It first checks the symbol's lot size rules—specifically the step, minimum, and maximum allowed lot sizes.
2. Order Splitting: If your total lot size exceeds the broker's max, the function calculates how many smaller orders are needed to cover the entire amount.
3. Order Placement: After calculating, the EA sends each order sequentially until your desired lot size is reached.

This feature ensures that your trades are executed efficiently and within the broker's lot size restrictions, taking the hassle out of splitting orders manually.

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Introducing Manual Mode in Update 3.2

Flexibility at Your Fingertips

What I didn’t mention earlier is that included in update 3.2 will be “Manual Mode.” Set it to true, and Mean Machine G P T goes from automated advisor to manual trading only. While the EA will no longer place trades automatically, it will still leverage the full power of its GPT-driven analysis.

How It Benefits You

• Analyzes all relevant market data: Prices, volatility, upcoming news.
• Offers precise entry points, take profit (TP), and stop loss (SL) levels for you to manually execute.

This feature transforms Mean Machine G P T into a complete market analysis tool, offering insights that empower you to make highly informed trading decisions. Whether you're a seasoned trader looking for additional confirmation on your trades or someone who prefers to maintain control over trade execution, this mode gives you the flexibility to tap into GPT's market insights while staying in the driver’s seat.

The smartest EA just became the most versatile trading tool. Whether you prefer full automation or want to maintain manual control with expert guidance, Mean Machine G P T now offers the best of both worlds.

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Mastering Risk with the "Drawdown Management" Module: A Complete Guide to Protecting Your Capital

Description:
The "Drawdown Management" module empowers traders with precise control over their trading risk, offering a comprehensive suite of tools designed to mitigate losses and protect capital during volatile market movements. By incorporating multiple options for managing drawdown, this module adapts to individual trading styles, account types, and firm-specific requirements, providing traders with unmatched flexibility and security.

Key features include the ability to close positions by dollar amount or percentage drawdown, helping traders establish precise risk thresholds and protect their portfolios. For those participating in funded trading programs, options like Funded/Firm Static (FTMO) DD % and Funded/Firm Balance-Based EOD (End of Day) drawdown controls ensure compliance with strict firm guidelines, preserving eligibility and capital in high-stakes trading environments. Additionally, the Pause Trading by DD % feature provides a safeguard by halting trading once predefined drawdown levels are met, allowing traders to reset and re-evaluate their strategy with a clear head.

Advantages:

• Customizable Risk Controls: Tailor your drawdown strategy to suit your risk tolerance, trading goals, and firm-specific requirements.
• Protect Your Capital: Minimize losses and safeguard your trading account from adverse market moves.
• Compliance with Funded Programs: Ensure adherence to rules set by prop firms and other funded account programs, reducing the risk of account disqualification.
• Enhanced Trading Discipline: Automated drawdown management eliminates emotional decision-making, promoting a disciplined approach to trading.
• Strategic Pauses: The ability to pause trading at critical drawdown thresholds provides a necessary break to regroup and revise strategies.

This comprehensive drawdown management module is ideal for traders looking to fine-tune their risk strategies, maintain compliance, and enhance overall trading performance.

Important Links and Installation Procedure

Before you start the installation, make sure to add the following links to your MT5 platform and enable web requests. This is essential for the EA to access real-time data and communicate with external APIs like OpenAI and Forex Factory for news analysis.

You can do this by navigating to: Tools > Options > Expert Advisors.

Here are the links you’ll need to add:

*******These are also located the the very top of the EA inputs menu. You can copy from there, and paste into MT5. *********

• https://www.worldtimeserver.com/
• https://api.openai.com/
• https://api.anthropic.com/
• https://generativelanguage.googleapis.com/
• https://api.together.xyz/
• https://api.mistral.ai/
• https://api.x.ai/
• https://nfs.faireconomy.media/

Once these links are added, you can install the EA on a single AUDCAD M15 chart (XAUSD M1 chart for Gold Phoenix). From this one instance, the EA will trade all pairs entered into the multi-symbol input, streamlining your trading setup.

By using a single chart, you eliminate the need to open multiple charts for each pair, simplifying the management of your trades across multiple symbols.  

Conclusion

Mean Machine G P T has been a true labor of love. I’ve rigorously tested it on real live data, ensuring that no backtests were manipulated. My commitment is to provide long-lasting value to my customers and trading friends.

Thank you for taking the time to learn about Mean Machine G P T. I’m confident it will be a valuable addition to your trading toolkit.

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Get Started with Mean Machine G P T Today