In my third year participating in Cyber Patriots, I identified two main issues with the Cyber Patriots Scoreboard: tracking growth and assembling detailed team reports. To solve these challenges, I developed a website that scrapes data from the Cyber Patriot Leaderboard and stores it in SurrealDB. This setup allows for rapid mathematical operations on data from over 3,000 teams using a machine with a single vCPU core. The site also maintains historical records and offers advanced data metrics from past competitions.