MLB Player Prop Predictions & Parlay for Tuesday [6/20/23]

MLB player props are one of the most entertaining bets you can make in 2023. Using sophisticated AI, machine learning and predictive analytics for MLB, we're able to identify the best player prop bets to place with your favorite sports books today, Tuesday, June 20. Baseball betting is one of the great American pastimes, so let's use the power of machine learning to help us profit from our online sports betting by tailing our MLB best props below - heck you could even parlay them at +7168.

Your game not here? Head over to our MLB best props page and source the best plays for your team today.

MORE: Tuesday's Best Bets From Every Sport - June 20, 2023

MLB Player Prop Bets: Tuesday, June 20, 2023

Mariners vs. Yankees 7:05PM (EDT)

BET: Jarred Kelenic To Get a Hit (-105)

Our predictive analytics model gives Kelenic a 66.2% chance of registering a hit tonight against the Yankees, which looks to be an awesome bet, despite the short -105 odds. Take this bet for the best odds on DraftKings, where you have a 15.0% edge and can score a $200 bonus here from just a $5 bet, too.

Athletics vs. Guardians 7:10PM (EDT)

BET: Shea Langeliers To Get a Hit (-134)

Our AI machine, DimersBOT, gives Shea Langeliers a 72.3% chance of getting a knock against the Guardians, giving us a 15.0% edge over the book. This is a major advantage for a play that should be significantly shorter odds than -134. If you haven't already, you should really consider joining BetMGM Sportsbook, where new users will get a wager up to $1,000 paid back in bonus bets if their first bet loses. Claim it here. If you already use BetMGM or it's not available to you, then you can check out more awesome sportsbook welcome offers and promo codes in our best books section.

Mets vs. Astros 8:10PM (EDT)

BET: Yainer Diaz To Get an RBI (+150)

With the equal-highest edge on our board, and also with a high probability, Yainer Diaz clocks in at a 55.0% chance to register an RBI tonight against the Mets. At odds of +150, DimersBOT has found us a 15.0% edge over the books with this pick. If you enjoy these AI prop picks, please consider joining BetMGM Sportsbook, where new users get a wager of up to $1,000 paid back in bonus bets if their first bet loses. Claim it here. 

Cardinals vs. Nationals 7:05PM (EDT)

BET: Jeimer Candelario To Get a Hit (-235)

We've got Jeimer Candelario down as an 85.0% chance of getting a hit against the Cardinals tonight. As such, his odds are still quite appealing - albeit short - with a 14.8% edge against the book for a bet that we calculate should be about -250. To maximize that we should grab the best odds at DraftKings, where you can get that $200 bonus here from a $5 bet.

Rangers vs. White Sox 8:10PM (EDT)

BET: Jake Burger To Hit a HR (+500)

We hit our HR parlay yesterday, so let's take another swing here and target the White Sox's Jake Burger's HR prop - which has a 31.5% probability according to our model. We should bet this with DraftKings, where we have a significant 14.8% edge vs. the sportsbook's odds and new customers can also score those $200 in bonuses here from a $5 bet.

Your game not here? Head over to our MLB best props page and source the best plays for your team today.

You can find more MLB props here, and if you're interested in parlaying these, or any other picks, then check out our new parlay picker tool that allows users to generate their own parlays at the click of a button, and with the preferences that matter most to them.

Have a blast gambling responsibly! Think of it as pure entertainment, not a get-rich-quick scheme, and only bet with money you're okay with losing. If you feel like you're pushing your luck too far, know when to quit and don't hesitate to ask for help. Just remember, gambling is all about having a great time! If you or someone you know is struggling with gambling, you can reach out to 1-800-GAMBLER for crisis counseling and support.