Baltimore grabbed the lead in the bottom of the seventh after a fielding blunder by Wade Davis, which allowed Machado to safely reach first base. After a walk and a strike out, Davis' error proved costly when Taylor Teagarden sent a double in the right field gap that brought home Machado and Robert Andino to make it 2-1 for the Orioles.
Tampa Bay tied things back up at two runs a piece in the eighth when Zobrist was able to reach on an infield single that scored Desmond Jennings and forced the game into extra innings.
The Rays will be back in action on Friday, when they take on the New York Yankees in New York City.
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