The impact of MQL4 vs MQL5 on backtesting and optimization of FX trading strategies

AlgoPro Academy
4 min readApr 15, 2023

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The world of Forex trading is constantly evolving, and the introduction of new tools and technologies has revolutionized the way traders approach the market. In particular, the development of MetaQuotes Language (MQL) has played a significant role in the way traders design and test their trading strategies. The two most popular versions of MQL are MQL4 and MQL5, both of which offer a range of features for traders looking to automate their trading strategies. However, the differences between these two languages can have a significant impact on the backtesting and optimization of FX trading strategies.

MQL4 was first introduced in 2005, and it quickly became the most popular language used by traders to develop automated trading strategies. The language is known for its ease of use and flexibility, making it an ideal choice for novice traders who want to automate their trading without having to learn complex coding languages. MQL4 is also the language used to create Expert Advisors (EAs) and custom indicators on the popular MetaTrader 4 (MT4) trading platform.

In 2010, MetaQuotes released a new version of MQL called MQL5. Unlike MQL4, MQL5 was designed to be more powerful and flexible, with new features that were not available in MQL4. While MQL5 was not intended to replace MQL4, it was meant to offer a more advanced set of tools for traders who needed greater flexibility and more advanced features.

One of the main differences between MQL4 and MQL5 is the way they handle object-oriented programming (OOP). MQL5 uses a more advanced OOP approach, which allows traders to create more complex trading strategies. MQL4, on the other hand, uses a simpler approach to OOP, which can be easier for novice traders to understand.

Another major difference between MQL4 and MQL5 is the way they handle backtesting and optimization. Backtesting is the process of testing a trading strategy using historical data, while optimization involves adjusting the parameters of a strategy to find the best possible settings for a given period of historical data.

MQL4 uses a strategy tester that is built into the MT4 platform. The strategy tester allows traders to backtest their trading strategies using historical data and to optimize their strategies by adjusting various parameters. The strategy tester in MQL4 is easy to use and provides a range of features that are suitable for most traders.

MQL5, on the other hand, uses a more advanced strategy tester that offers more features and greater flexibility. The MQL5 strategy tester allows traders to test their strategies using multiple currency pairs, timeframes, and trading instruments simultaneously. The tester also offers genetic optimization, which is a more advanced form of optimization that can find the best possible settings for a given period of historical data.

While the MQL5 strategy tester is more advanced than the MQL4 strategy tester, it can also be more complex and difficult to use. Traders who are new to MQL5 may find the strategy tester overwhelming, and may struggle to take full advantage of its features.

Conclusion

In conclusion, the choice between MQL4 and MQL5 depends on the individual trader’s needs and level of experience. MQL4 is a great choice for novice traders who want to automate their trading strategies without having to learn complex coding languages. MQL5 is a more advanced language that offers greater flexibility and more advanced features for experienced traders who need more powerful tools. When it comes to backtesting and optimization, MQL5 offers a more advanced strategy tester that can provide greater insight into the performance of a trading strategy. However, the MQL5 strategy tester can be more complex and difficult to use, making it a better choice for experienced traders who are familiar with its features. Ultimately, the choice between MQL4.

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