Evaluates model ability across a composite of agentic tasks: Frontend Web App, Full Stack, Agentic Game Dev, Godot, React Native, Android, Slides, and Spreadsheet. Each output is built by a coding agent across multiple files and tool calls. Results aggregate real-world user preferences across these categories to provide an overall view of agentic performance.