How Bet Better selects today's MLB prop bets Every prop starts with a probability estimate. Our model weighs pitcher matchups, lineup quality, recent form, historical player distributions, and ballpark factors to produce a model probability for each outcome. That number is then compared to the chance the price suggests from current sportsbook odds. The gap is the edge. Field What it means How to use it Probability Model's estimated chance the prop outcome happens. Compare to chance the price suggests from the odds. Wider gap = more value. Edge Model probability minus chance the price suggests. A gap in your favour means the price looks undervalued. Strongest props ranked first. Use the gap to size bets, not just pick them. Decimal / American odds The current bookmaker price for the outcome. Verify this matches your sportsbook. The value shrinks as odds shorten. Reasoning Model notes on why this prop shows value — matchup context, usage patterns, recent form. Open to see the case for the pick before deciding whether to act. For related analysis see the MLB best bets page, MLB picks, MLB odds, and the MLB betting guide.
MLB prop bet markets explained Props let you focus on individual player performance rather than the game result. Here are the markets this page covers and what to consider for each. Strikeout props (pitcher): Bet on whether a starting pitcher will record over or under a set strikeout total. Strongly influenced by opponent strikeout rate, pitcher recent form, and expected pitch count. One of the most model-friendly markets due to its statistical predictability. Hits props (batter): Over/under on a batter's hits in the game. Affected by pitcher handedness matchup, recent batting average, and park factors. Lower totals (0.5 lines) create all-or-nothing propositions. Total bases: Over/under on combined bases from hits. Adds extra scoring for extra-base hits, making power hitters' props more interesting on days when wind and park conditions favour offence. Home run props: Binary market — does a batter hit a home run? Low implied probabilities create high payouts, and value is meaningful even at smaller percentages. Model accounts for pitcher HR rate and batter's pull rate against arm side. RBI props: Highly context-dependent — influenced by lineup position, on-base teammates, and opponent tendencies. Slightly noisier than strikeout and total bases markets but can present value when matchup is strong.