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.

: From this specific data set of 112,012 pitches, researchers identified 70,518 strikes , using the remainder to calculate the frequency of blown calls across different MLB teams.

: 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.

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