N-Day-Bench is a benchmark designed to evaluate the ability of Large Language Models (LLMs) to identify known vulnerabilities in real-world codebases. It provides a standardized and challenging environment for assessing LLM performance in security-related tasks. The goal is to understand the current capabilities of LLMs in vulnerability detection and guide future research in this area.