A new analysis utilizing Game Theory has assessed the pitch arsenals of major league baseball starters and relievers across the last three seasons. The findings reveal that certain pitchers are strategically optimizing their pitch selection to maximize effectiveness, while others are not making the most of their available options. This strategic evaluation could impact how teams approach player development and in-game decisions.