TimeComplexity.ai is an AI tool that analyzes the runtime complexity of code and returns the results in Big O notation for various programming languages, including Python, C++, C, Java, Javascript, Go, and pseudocode. It can analyze partial or incomplete code without requiring headers, imports, or a main statement, which makes it convenient for developers to evaluate their code’s efficiency. The tool outputs the time complexity of each function, algorithm, or code segment submitted, along with the reasoning behind the complexity calculation and a timestamp. The tool warns users that the results may be incorrect in subtle or not-so-subtle ways, so it advises developers to use the results at their own risk. It also provides a runtime calculator and code snippets with their respective time complexities, which could serve as examples or benchmarks for comparison.TimeComplexity.ai’s website includes an FAQ section, a pricing page, and a sign-in feature. The tool’s privacy policy and terms of use are available on their website, along with the credentials of its code and design developers. Overall, TimeComplexity.ai helps developers optimize their code and reduce its running time complexity by providing them with accurate and language-agnostic complexity analysis.
