The Problem: Evaluating AI Coding Models Accurately

• AI models lack standardized, realistic benchmarks for software engineering tasks
• Developers, researchers, and AI teams struggle to measure true coding capabilities
• Without proper evaluation, AI tools risk poor performance, inefficiency, and developer frustration