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Reading: MLB Expands Robot Umpire Checked-Swing Test to Triple-A
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Home » Blog » MLB Expands Robot Umpire Checked-Swing Test to Triple-A
MLB

MLB Expands Robot Umpire Checked-Swing Test to Triple-A

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Last updated: March 16, 2026 12:17 pm
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Major League Baseball is expanding its use of automated ball-strike technology to address one of the sport’s most debated judgment calls: the checked swing. The league’s ongoing experiment with a “robot umpire” system, which includes the ability to challenge checked swing rulings, is moving from Class A to Triple-A for further testing and evaluation.

The system under review uses technology to assist with determining whether a batter has offered at a pitch or successfully checked the swing in time. Traditionally, these calls are made by the first- or third-base umpire on appeal from the plate umpire, and they often lead to disagreement from players, managers, and fans because of how quickly they occur and how difficult they can be to judge in real time.

By moving the checked-swing challenge component to Triple-A, MLB is placing the experiment in its highest level of minor league play, one step below the majors. Triple-A features players who are either on the cusp of the big leagues or who move frequently between the majors and minors. That environment allows MLB to see how the technology and challenge process function with a higher caliber of competition, while still being able to adjust rules and procedures without affecting regular-season major league games.

The expansion of the test continues MLB’s gradual, multi-year exploration of automated assistance for calling balls and strikes and related decisions at the plate. MLB has used various forms of the automated ball-strike system in different minor league levels in recent seasons, gathering data and feedback from players, umpires, and team staff to refine both the technology and the on-field protocols that accompany it.

Moving the checked-swing challenge test to Triple-A suggests MLB is seeking additional information on how the system handles a play that relies heavily on precision and timing. It also allows league officials to study how often such challenges occur, how long they take, how accurate and consistent the technology appears to be compared with human judgment, and how players and umpires adapt to the presence of a review option.

Checked swings can be pivotal in an at-bat, turning a potential ball into a strike or vice versa, and influencing pitch count, strategy, and game flow. MLB’s continued testing at the Triple-A level reflects an effort to see whether technology-driven support can bring greater consistency to those calls while preserving the pace and rhythm of the game. The results of the Triple-A trial are expected to guide any future decisions about whether, when, and how a checked-swing challenge system might be introduced at the major league level.

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