Boring Pips MT4

Have you ever wondered why most expert advisors are not effective in live trading, despite their perfect backtest performance?

The most likely answer is Over-fitting. Many EAs are created to 'learn' and adapt perfectly to the available historical data, but they fail to predict the future due to a lack of generalizability in the constructed model.

Some developers simply don't know about the existence of over-fitting, or they know but don't have a way to prevent it. Others exploit it as a tool to beautify their backtest results, they add dozens of input parameters without considering statistical significance, making the trading strategy excessively tailored to historical data and attempting to convince others that their EA can achieve similar performance in the future.

If you are interested in this fascinating subject and want to get a deeper insight into over-fitting, please refer to my articles here:

There are several ways to avoid losing money on an expert advisor whose only 'edge' is reading past data, and the easiest way is NEVER TO USE AN EXPERT ADVISOR WITHOUT LIVE TRADING RESULTS FOR AT LEAST 5 MONTHS OR 300 TRACKED TRADES, REGARDLESS OF WHETHER IT IS FREE OR HAS GOOD BACKTEST RESULTS. Monitoring the performance of live trades is the simplest way to observe the performance of an EA with data it has never seen before.

Boring Pips Optimization Process - A Rigorous Validation Process That Creates a Difference

Boring Pips undergoes a comprehensive and tailor-made optimization process called Anti-overfitting. This is a robust optimization process implemented to eliminate any influence of overfitting on the trading system, ensuring the generality of the constructed model. Please refer to the article linked in Part 2 above for a more in-depth look at this process.

Anti-overfitting process consists of 3 stages:

1. Initial Optimization

This stage involves optimizing the Boring Pips using historical data from 2010 to 2019. The purpose of this phase is to test the initial premise of the trading strategy and extract the most robust parameters values.

2. Walk-forward

In the second stage, the parameters that performed well in the first stage are tested using entirely new data ranging from 2019 to 2022. The objective is to ensure the trading system's stability with fresh data and evaluate the predictive power of the model.

3. Stress Testing

Parameter values that pass the first two stages will undergo Stress testing. In this final test, a simulation algorithm is used to introduce variables like Noise and Lag to the initial entry and exit points (determined by the selected parameters from Walk-forward phase). The goal is to push the system beyond its 'comfort zone' and assess the system's tolerance to random factors such as lag and noise.

Live Trading Monitoring

The most robust parameter values extracted from Anti-overfitting process have been tested for trading performance with a real account since October 10, 2022. This account is being tracked via the link below.

📈 Resources & Documentation

Live trading performance: Live signals
MT5 version for Boring Pips: MT5
Please refer to the Boring Pips FAQ here.

Introduction to Boring Pips Algorithm

Boring Pips trading system is a blend of cutting-edge artificial intelligence algorithms and classic trading strategies involving: momentum, supply - demand zones and Fibonacci retracement. Specifically, the EA employs an advanced formula based on deep learning algorithms to simultaneously measure the momentum of prices across 4 time-frames. This analysis helps identify instances where synchronization in the decline of price momentum at potential supply and demand zones, enabling the system to make informed trading decisions.

The entire process, from signal scanning to entering and exiting positions, is completely automated in 4 steps:

Step 1:

An advanced algorithm is used to continuously scan the supply and demand zones, which are potential areas where prices are likely to react.

Step 2:

Boring Pips uses a sophisticated and unique algorithm created by artificial intelligence to detect any change in price momentum after a strong price movement across different time-frames.

Step 3:

The system makes trading decisions when the price loses momentum at previously identified supply and demand zones, predicting a reversal.

Step 4:

Boring Pips manages trades based on the probability distribution rule to ensure maximum exploitation of the trading edge that the entry point brings.

Name	Boring Pips
Version	4.4
Platform	MT4, MT5
Trading Strategies	Momentum, Supply and Demand zones, Fibonacci retracement, Artificial intelligence
Recommended Pairs	AUDNZD, NZDCAD, AUDCAD
Time-frame	M5
MultiCurrency EA	Yes. One chart for all symbols
Take Profit	Yes. Trailing
Stop Loss	Yes. Fixed
Grid	Optional
Martingale	Optional
Risk Management	Stop entry/close all positions at configured drawdown limit.

🛠️ Already own Dynamic Pips EA?

Key Features

Have you ever wondered why most expert advisors are not effective in live trading, despite their perfect backtest performance?

Boring Pips Optimization Process - A Rigorous Validation Process That Creates a Difference

1. Initial Optimization

2. Walk-forward

3. Stress Testing

Live Trading Monitoring

📈 Resources & Documentation

Introduction to Boring Pips Algorithm

Step 1:

Step 2:

Step 3:

Step 4:

Technical Specifications

Recommended Installation

Screenshots & Videos

Customer Reviews in MQL5

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