MLB Player Props: Today's AI Sports Betting Picks - Friday April 21, 2023

MLB player props are one of the most entertaining bets you can make in 2023. Using sophisticated AI and predictive analytics for MLB, we're able to identify the best player prop bets to place with your favorite sports books today, Friday, April 21. 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.

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

MORE: Friday's MLB Best Bets Parlay

Friday's Best AI Bets - MLB Player Props

Royals vs. Angels 9:38PM (EST)

BET: Shohei Ohtani to get an RBI (+200)

Our predictive analytics model likes Shohei to pick up an RBI tonight. He should be extra motivated since he'll also be on the mound. We calculate a 46.8% chance that he drives in a run, a great chance at +200 odds! Take this bet on BetMGM, where you have a 13.4% edge and new customers can get a risk-free wager up to $1,000 here.

Padres vs. Diamondbacks 9:40PM (EST)

BET: Geraldo Perdomo to get a Hit (+100)

Our AI machine, DimersBOT, gives D-Backs' young shortstop a 62.8% probability to get a knock against the Friars, giving us a healthy 12.8% edge over the book. Hitting .389 through 36 at-bats this season, we'll gladly take even money here. If you haven't already, you should really consider joining BetMGM Sportsbook, where new users will get a risk-free wager up to $1,000. 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.

Rockies vs. Phillies 7:10PM (EST)

BET: Nick Castellanos to Get a Hit (-225)

Use this as a parlay piece. We wouldn't take this as a single bet because of the high minus odds, but pairing this with another play on the slate is your best bet. Currently one of the highest probability prop on our board, Nick Castellanos clocks in at an 81.3% chance to get a hit tonight, and DimersBOT calculates a 12.1% chance over the books with this pick. If you enjoy these AI prop picks, please consider joining DraftKings Sportsbook, where new users will get $150 in bonuses from a $5 money line bet. Claim it here. 

RELATED: +3150 Friday Home Run Parlay

Reds vs. Pirates 6:35PM (EST)

BET: Rodolfo Castro to Hit a HR (+850)

Let's take a swing here and target a HR prop with a 17.9% probability according to our model. Rodolfo Castro hits as well as anyone when he's at ahome in PNC Park. We should bet this with DraftKings, where you have a significant 7.4% edge in the odds and new customers can also score those $150 in bonuses here from a $5 bet.

Cardinals vs. Mariners 10:10PM (EST)

BET: Jarred Kelenic to Get an RBI (+290) 

We've got Vaughn with a 35.2% chance of driving in a run against the Cardinals tonight and his odds are quite appealing with a 9.5% edge against the book. To maximize that advantage, we should grab the best odds at BetMGM Sportsbook, where new users will get a risk-free wager up to $1,000.

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.