MLB Player Props

MLB player props today.

Model win probabilities and edges for every prop on tonight's slate — home runs, hits, total bases, and strikeouts — with the matchup, park, and form behind each number. These are probabilities, not guaranteed picks. Start with a prop type:

Home run props
Every batter on the slate ranked by HR DNA — their home-run signature across park, opposing-pitcher arsenal, rest, and month — with the model's live home run probability beside it.
Tonight's HR board
Hits & total bases props
Hit and total-base probabilities per hitter, built from pitch-type splits against tonight's arm, recent form, and park. Open any player page for the full hit-rate history and alt-line ladder.
Today's slate
Strikeout props
Pitcher strikeout projections from arsenal, whiff rates, and the opposing lineup's contact profile. Each pitcher page shows the model's strikeout outlook by batter hand.
Matchup center

MLB player props — FAQ

What are MLB player props?

A player prop is a bet on an individual player's stat line rather than the game result — for example, whether a hitter records a home run, over/under on hits or total bases, or a pitcher's strikeout total. They're priced by sportsbooks per player, per game.

What is the best MLB prop bet today?

BallBet doesn't sell locks. It surfaces model win probabilities and the edge versus the posted line for each prop, then shows the matchup, park, and form behind the number so you can judge it yourself. The strongest spots are where the model probability diverges most from the market price.

How does BallBet model player props?

Each prop is a simulation- and model-based probability that blends a player's pitch-type splits against the opposing arsenal, comp-stabilized small samples, park factors, and weather — then compares that probability to the sportsbook line to estimate an edge. They are probabilities, not guaranteed outcomes.

For how the model is built and how it has performed, see the methodology and backtest.