EA Smart Metrics GBPUSD M15 Optimization SETs – Conservative Version – Algorithmic Trading Bot

🔧 EA Smart Metrics Optimization Sets – GBP/USD M15

Algorithmic Trading Bot for MetaTrader 5

Optimize your GBP/USD trading strategy with our EA Smart Metrics configuration sets. Designed specifically for the M15 timeframe, these presets have been rigorously backtested over the period 2020–2024, offering a balanced combination of performance and risk management.

🚀 Highlights:

• Comprehensive backtesting (2020–2024): Validation under real-world market conditions to ensure consistency and reliability.
• Advanced risk management: Settings that minimize drawdown, protecting your capital at all times.
• Compound interest utilization: Thanks to the auto-lot system, the EA automatically adjusts the size of trades according to the growth of the balance sheet.
• Multi-currency support: Ideal for parallel trading with other pairs such as AUD/USD or USD/CAD, diversifying your portfolio without compromising efficiency.

📈 Expected results:

• Sustained capital growth: Upward balance curve with controlled fluctuations.
• Efficient operation: Average duration of operations optimized to capture significant movement without prolonged exposure.
• Seasonal adaptability: Consistent performance across the various months of the year, taking advantage of the specific characteristics of the GBP/USD pair.

📥 Includes:

• Ready-to-use .set file: Optimized configuration for immediate deployment in MetaTrader 5.
• Installation and Use Guide: Detailed instructions for hassle-free setup.

Boost your algorithmic trading in GBP/USD with our EA Smart Metrics Optimization Sets. It leverages a proven strategy that balances performance and security, adapting to the specific dynamics of this currency pair.

Backtesting of the EA SM001_003 expert advisor in its conservative version for the GBP/USD pair

Detailed analysis of the backtesting results of the EA SM001_003 expert advisor in its conservative version for the GBP/USD pair, corresponding to the period 2020–2024. This configuration is designed for those looking for a balance between sustained profitability and low risk, taking advantage of the power of compound interest thanks to the autolote system.

EA SM001 003 GBPUSD with Conservative Preset V2

You can download the GBPUSD pdf backtesting 2020_2024_con conservative preset With an average annualized return in the simulation period of around 24% (past returns do not imply future returns (See disclamer)

📈 Evolution of the balance sheet

The balance sheet curve shows steady and smooth growth, starting from an initial deposit of €10,000 to approximately €19,650. This performance is particularly noteworthy because it is accompanied by a reduction in controlled equity of 22.26% and a maximum reduction in the balance sheet of just 4.87%, which represents a favourable risk/reward ratio in real market environments.

The strategy is based on the autolot, which allows the volume of operations to grow in proportion to the accumulated capital. This approach makes the system an ideal tool for medium and long-term compound returns.

🕒 Average retention time

• Average time per operation: 6 hours and 27 minutes
• Minimum: 18 seconds
• Maximum: 33 hours

This range confirms that this is a relaxed intraday-oriented system, with trades long enough to capture relevant market movements without overexposure. This aspect also makes it highly compatible for parallel trading with other pairs such as AUD/USD or USD/CAD, without generating excessive margin interference.

📊 Monthly and seasonal behavior

By Months

• Trades are well spread out throughout the year, with increased activity in May, July and December, coinciding with months of strong volatility in GBP/USD.
• Earnings remain positive in all months, with higher profit peaks in July, May and March, demonstrating the robustness of the strategy in the face of different market conditions.

By Days of the Week

• Wednesday and Thursday concentrate most of the operations and also the largest gains. This suggests that the system fits the typical behavior of the pair, which tends to register significant movements after the mid-week macroeconomic releases.
• Mondays and Fridays, typically more erratic days, have lower volume of entries, which reinforces prudent management of the system.

By the hour

• High concentration of trades between 17:00 and 22:00 UTC, which coincides with the final activity of the American session and the transition to Asia.
• The system effectively takes advantage of specific hourly windows where GBP/USD offers consistent technical movements, without the need to be exposed all day.

📉 Profitability and Risk Analysis

• Profits vs. MFE Correlation:70 → Good ratio between real profits and favorable highs reached.
• Profit vs. MAE Correlation:34 → Reasonable control of retracements before exit.
• Profit Factor:02 → For every euro lost, more than two are gained.
• Maximum drawdown: €551.35 (4.87% of the balance) → Exceptionally low level.
• Sharpe Ratio:54 → Excellent risk-adjusted return.
• Z-score (98.98%): High statistical probability that the results are not due to chance.
• We measure market variables and operate with main strategies of regression to the mean from fractals and with correction coefficients in the different markets and their openings, so that the ultimate processes of optimization by simulation and overfitting have very little influence.

✅ Characteristics

✔️ Sustained profitability with low volatility, ideal for traders who prioritize risk control. ✔️ Configuration compatible with multi-currency trading, thanks to its low drawdown and limited time exposure. ✔️ Efficient compound interest thanks to the autolot, with a constant growth curve and no major setbacks. ✔️ Monthly and weekly consistency, with adaptation to the seasonality of the GBP/USD pair.

EA Expert Advisor Backtesting SM001_003 on its High Profitability Setup for GBP/USD

This backtesting  corresponds to the period 2020–2024. This version has been designed to maximize capital growth using autolot, allowing you to work with compound profitability and obtain outstanding results even in demanding market conditions.

EA SM001 003 GBPUSD with High Profitability Preset

Available for download forex backtesting free GBPUSD 2020_2024 High yield, with an average annualized return in the simulation period of around 71% (past returns do not imply future returns (See disclamer)

 

📈 Evolution of the balance sheet

The balance sheet curve shows sustained exponential growth, starting from an initial capital of €10,000 and reaching €38,436, reflecting a net return of €27,741.38. Despite its aggressive approach, the system maintains a maximum balance sheet reduction of 3.83%, with a maximum equity of 24.71%, perfectly acceptable in accelerated growth strategies.

The use of autolote allows the system to scale positions as available capital increases, boosting compound interest and cumulative returns without compromising the sustainability of the strategy.

📊 Seasonal and temporal behaviour

By Months

• The busiest months are May, July and August, with May, April and July being particularly successful in terms of profitability.
• Positive consistency is observed during all months of the year, demonstrating an excellent adaptation to the seasonal volatility of GBP/USD.

By Days of the Week

• Wednesday stands out as the day with the highest number of operations and best results, followed by Tuesday and Thursday.
• This coincides with the days of highest macroeconomic data volume for the UK and US, which takes advantage of the higher volatility to generate profits.

By the hour

• The system mainly trades between 17:00 and 23:00 UTC, coinciding with the American session and the crossover to the Asian session.
• Gains are concentrated in this band, suggesting a strategy tailored to take advantage of the day’s closing moves without holding positions open for too many hours.

🕒 Duration of Operations

• Average retention time: 6 hours and 27 minutes
• Minimum: 18 seconds
• Maximum: 33 hours

This behavior places the system in the range of fast swing trading or extended intraday trading, allowing important movements to be captured without prolonged exposure to the market.

📉 Benefit and Risk Analysis

• Profit factor:06 → For every euro lost, more than two are gained.
• Sharpe ratio:23 → Excellent risk-return ratio.
• Z-score:57 (98.98%) → High statistical reliability of the results.
• AHPR/GHPR:72% and 0.69% per trade, values consistent with high profitability strategies.

Regarding the dispersion of benefits:

• The correlation between Profits and MFE (0.69) indicates that the system takes advantage of the maximum favorable path.
• The low correlation with MAE (0.28) reinforces the idea of a quick exit from adverse scenarios.
• The drawdown is controlled despite the aggressive approach, showing a well-calibrated strategy.

✅ Conclusions

✔️ High profitability system with low relative risk, ideal for accounts looking for accelerated growth. ✔️ Excellent seasonal performance, with consistent gains across key months and days.
✔️ Intelligent use of the autolot, allowing  you to scale compound interest in a sustainable way. ✔️ Optimal duration of trades, without holding positions for days or exposing yourself unnecessarily. ✔️ Solid statistics, backed by rigorous 99% quality backtesting.