How to Build Your Own AI Benchmark (And Why It's Critical) (opens in new tab)

Public benchmarks don't tell you if models work for your codebase. Build a simple scoring system from real problems: extract solved code, write programmatic checks, test models, get a percentage score. This is what OpenAI and Anthropic do.