MLB Picks — August 20, 2026

Today's MLB picks board features eight games with a clear lean toward favorites in six of them. The model shows its highest conviction on the Cleveland Guardians, Houston Astros, and Texas Rangers moneyline plays, each backed by 63-64% confidence. You will find three-star edges concentrated in the first three contests, while the remaining five offer two-star value with slightly lower but still positive model support. Overall, the board favors road and home favorites where the implied probabilities align with the data. Focus on the strongest edges first when building your card for MLB picks August 20, 2026, and cross-reference these MLB picks today against your own bankroll limits.

San Francisco Giants vs Cleveland Guardians — Cleveland Guardians ML

Take the Cleveland Guardians moneyline at -180. The model assigns this play 64% confidence, the highest on the board. Guardians moneyline offers the clearest statistical edge among the three-star selections, driven by the combination of home situational factors and the listed price. At this confidence level the pick aligns with the strongest data point of the day.

Los Angeles Angels vs Houston Astros — Houston Astros ML

Back the Houston Astros moneyline at -180. The model rates this 63% confident, marking it as a three-star lean. Houston’s price reflects the primary edge on the slate, supported by the data’s assessment of the matchup. This remains one of the more compelling spots for a favorite play among today’s MLB picks.

Washington Nationals vs Texas Rangers — Texas Rangers ML

Play the Texas Rangers moneyline at -155. Model confidence sits at 63%, qualifying for three-star status. The Rangers line captures the key value on the board, consistent with the data’s evaluation of the contest. This selection joins the top tier of edges for MLB picks today.

Toronto Blue Jays vs Tampa Bay Rays — Tampa Bay Rays ML

Take the Tampa Bay Rays moneyline at -160. The model gives this 61% confidence and a two-star rating. Tampa Bay’s price supplies the leading edge in this matchup according to the data provided.

Seattle Mariners vs Milwaukee Brewers — Milwaukee Brewers ML

Back the Milwaukee Brewers moneyline at -120. Model confidence registers 58% with a two-star designation. The listed price represents the strongest data-supported lean in the game.

New York Yankees vs Baltimore Orioles — New York Yankees ML

Play the New York Yankees moneyline at -115. The model assigns 56% confidence and two stars. This price reflects the primary edge identified in the matchup.

Oakland Athletics vs Kansas City Royals — Kansas City Royals ML

Take the Kansas City Royals moneyline at -130. Model confidence is 55% with a two-star rating. The Royals line carries the clearest data edge among the available options.

St. Louis Cardinals vs Cincinnati Reds — Under 9.5

Play the under 9.5 at the listed total. The model rates this 55% confident and awards two stars. The under represents the lone total lean and the data-supported side in this contest.

The eight picks show moderate overall conviction, with three games carrying the highest model percentages. Treat these edges as research inputs rather than guarantees. Manage your bankroll responsibly and size bets according to your own risk tolerance, as even strong model outputs can lose on any given day.