TimeComplexity.ai

TimeComplexity.ai is a web-based tool that uses AI to analyze code snippets and return their Big O runtime complexity. Users can paste code without requiring headers, imports, or a main statement, and the tool provides a table with the Big O notation, reasoning, and a timestamp for each analysis. It supports multiple languages and is designed for quick algorithmic complexity checks.

The tool's homepage features a code editor with example snippets (e.g., evenOdd, maxSubArray, binarySearch) and a history of recent analyses. The results are displayed in a table format, showing the Big O complexity and a brief explanation. The tool includes a disclaimer that results may be incorrect in subtle ways, indicating it should be used with caution.

Use Cases

• Quickly determining the time complexity of a code snippet
• Learning about algorithmic complexity through examples
• Validating assumptions about code performance

Who It's For

• Developers and students studying algorithms
• Engineers reviewing code for efficiency
• Anyone needing a quick complexity check without manual analysis