Season — 112012

In the high-stakes world of professional baseball, the margin for error is razor-thin. When analysts at AZ Snake Pit looked at a pool of , they found that umpires are remarkably accurate, yet human fallibility remains a defining part of the game.

The debate continues on whether "Robo-Umps" should replace human judgment, but as the data from these 112,012 pitches suggests, the "human element" is both impressively precise and occasionally heartbreaking. Season 112012

: While umpires miss only about 4.5% of calls, these errors often occur at pivotal moments—such as a mistaken Strike 3 or Ball 4—which can alter the outcome of a tight game. In the high-stakes world of professional baseball, the