AI-Quant Studio vs. Pine Script vs. PureScript vs. Python Comparison Chart

AI-Quant Studio is a SaaS platform designed to revolutionize trading strategy backtesting by enabling users (primarily non-coding retail traders and "prosumers") to define, refine, and test strategies using a conversational AI interface based on Natural Language Processing (NLP). Problem: Traditional backtesting requires significant programming skills (Python, Pine Script, MQL) or is limited to simplistic visual tools, creating a high barrier to entry for systematic trading. Solution: Our platform uses advanced Large Language Models (LLMs) via a chat interface to translate natural language strategy descriptions into a structured JSON format, which is then executed by our backtesting engine. This drastically speeds up the idea-to-test cycle and democratizes systematic trading. Target Market: Initially focusing on intermediate-to-advanced retail traders in Forex, Crypto, and Equities who understand trading concepts but lack the time or expertise for coding,

PureScript is a strongly typed, purely functional programming language that compiles JavaScript. It enables developers to build robust web applications, web servers, and mobile apps using functional programming techniques. PureScript offers features such as algebraic data types, pattern matching, row polymorphism, extensible records, higher-kinded types, type classes with functional dependencies, and higher-rank polymorphism. The language emphasizes strong static typing and pure functions, ensuring code reliability and maintainability. Developers can compile PureScript code into readable JavaScript, facilitating seamless integration with existing JavaScript codebases. The ecosystem includes an extensive collection of libraries, excellent tooling, and editor support with instant rebuilds. An active community provides numerous learning resources, including the PureScript book, which offers practical projects for beginners.