When choosing the best algorithmic trading software, it is crucial to consider the programming language. There are numerous programming languages and each language is based on unique architecture. Most modern systems use Python, C, Java, R, MATLAB and more. You cannot say that one language is better than another but you can select your language based on research and your preferences.