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The Washington Nationals will host their regional rivals, the Baltimore Orioles, at Nationals Park this Thursday evening in what statistical models predict to be a closely contested affair.

First pitch is scheduled for 6:45 PM ET as the Nationals send left-hander MacKenzie Gore to the mound, looking to improve on his solid 3.41 ERA and 2-2 record this season. The Orioles counter with struggling southpaw Cade Povich, who enters the contest with an unflattering 0-2 record and 6.38 ERA.

Despite the apparent pitching mismatch, advanced analytics suggest a tight battle. Comprehensive simulations run 10,000 times give Washington a narrow 52% win probability over Baltimore's 48%.

"Taking into account recent updates and various additional inputs, we forecast the Nationals with a win probability of 52% and the Orioles with 48%," explained Nick Slade, Chief Content Officer at a prominent prediction service.

Scoring projections indicate a modest output is likely, with the over/under set at 8.5 runs. The simulation data shows a slight 51% probability that the final combined score will stay under that threshold.

According to Statbet analysis, pitcher performance in cross-town rivalries often exceeds season averages, suggesting Gore's steady command could be the decisive factor in this matchup.

Thursday's contest represents another chapter in the Baltimore-Washington baseball rivalry, with both teams looking to gain momentum as the season progresses. While the predictions slightly favor the home team, baseball's unpredictable nature ensures nothing is certain until the final out is recorded.