How to Win More MLB Bets with Player Hit Props and Smart Parlays

7 min read
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Ever wonder why certain MLB bettors consistently profit while others struggle? It's not about grinding through endless stats or watching every inning of every game. It's about identifying and exploiting specific inefficiencies in the market—exactly like the one I'm about to share with you.

The MLB hits market has surfaced a pattern that continues to deliver consistent value in 2025. While most bettors chase complicated parlays or obsess over run lines, there's extraordinary value hiding in plain sight with individual player hit props.

Why Player Hit Props Offer Superior Value

The betting market is remarkably efficient when pricing popular markets like game totals and moneylines. However, player props remain a relative blind spot for oddsmakers, who simply can't dedicate the same resources to properly pricing every individual player outcome.

Three factors create this persistent market inefficiency:

  1. Lower Betting Limits: Sportsbooks set lower limits on props, signaling they're less confident in these lines and wary of sharp money targeting mispriced props.

  2. Less Public Attention: The mainstream betting public gravitates toward game outcomes, leaving props with less liquidity and pricing pressure.

  3. Matchup-Specific Advantages: Player vs. pitcher matchups create specific edges that aren't fully incorporated into standardized pricing models.

All of this means one thing: there's real money to be made by identifying the right players in the right spots.

The Hot Bat + Favorable Matchup Formula

The most profitable approach I've found combines two key elements: players on hot streaks facing pitchers who match their strengths. This creates a powerful probability advantage that consistently outperforms the implied odds in the market.

For today's slate, three players stand out as exceptional opportunities, each representing a different type of edge:

Aaron Judge vs. Left-Handed Pitching

Judge is facing a left-handed starter tonight, creating a platoon advantage that the market hasn't fully priced in. His batting average against lefties this season currently sits at .338, nearly 40 points higher than against right-handers. More importantly, his contact rate against left-handed pitching has increased by 8% in his last ten games.

The pitcher he's facing tonight features a primarily fastball/curveball combination—pitch types Judge has demolished this season with a .387 batting average against fastballs and a .341 average against curveballs.

When sportsbooks are offering -165 odds on Judge recording at least one hit, that implies a 62.3% probability. Based on his season-long performance against left-handed pitchers with similar arsenals, his true probability is closer to 71% representing significant expected value.

Aaron Judge Recent Batting Stat Averages as of 7-1-2025
Aaron Judge Recent Batting Stat Averages as of 7-1-2025

Pete Alonso vs. Pitcher on Short Rest

Alonso thrives when facing a pitcher who's working on short rest. When facing pitchers on four or fewer days rest this season, Alonso is batting .312 with a significantly higher hard-hit rate than his season average.

What's particularly interesting is that Alonso's expected batting average (xBA) in these situations is .326, suggesting his success against fatigued pitching is sustainable rather than luck-driven.

Keep an eye out for these Alonso situations where his hit prop floats around -155, or a 60.8% probability. Our analysis shows his true probability against pitchers in this specific situation is around 69%, another substantial edge.

Pete Alonso Recent Batting Stat Averages as of 7-1-2025
Pete Alonso Recent Batting Stat Averages as of 7-1-2025

The Parlay Multiplier Effect

While these individual props offer strong value independently, there's an even more powerful way to leverage this knowledge: selective player hit prop parlays.

Most bettors build parlays by throwing together random favorites or following public sentiment. This approach gives the house a massive edge due to the multiplication of vig across each leg. However, when you combine individually +EV (positive expected value) propositions, you can actually create parlays that maintain their edge despite the increased difficulty of hitting all legs.

Imagine this opportunity, a two-leg parlay combining Judge and Alonso for 1+ hit in the situations above each offers particularly strong value:

  • Individual probabilities: Judge (71%) × Alonso (68%) = 48.3% Combined Probability
  • Typical payout for this two-leg parlay: +165 (implied probability of 37.7%)

This represents a substantial 10.6% edge in expected value, far better than you'll find in most betting markets.

Looking Beyond The Obvious Stats

What separates professionals from amateurs in player prop betting is looking beyond the obvious statistics. While batting averages and recent performance are important starting points, several deeper metrics provide a more reliable edge:

1. Pitch Type Performance

Knowing which types of pitches a batter excels against and which ones a starting pitcher relies on creates a powerful predictive advantage. For example, in Judge's case, his exceptional performance against fastballs and curveballs is particularly relevant because tonight's pitcher throws those pitches over 70% of the time.

2. Quality of Contact Metrics

Hard-hit rates, barrel percentages, and expected batting average (xBA) provide insight into whether a player's recent performance is sustainable or luck-driven. Alonso's elevated hard-hit rate against pitchers on short rest suggests his superior performance in these situations is skill-based rather than fortunate.

3. Pitch Location Tendencies

Some hitters excel against pitches in specific zones while struggling against others. Meanwhile, pitchers have identifiable location tendencies. When a hitter who crushes inside pitches faces a pitcher who works predominantly inside, that creates an exploitable edge that basic statistics won't capture.

4. Recent Approach Changes

Subtle adjustments in stance, swing, or approach often precede hot streaks but take time to show up in conventional statistics. De La Cruz recently made a minor adjustment to his hand position that has resulted in better contact rates before translating to his current hitting streak.

Timing Your Bets For Maximum Value

The final piece of the player prop puzzle is knowing when to place your bets. Unlike major markets like moneylines that may see significant movement throughout the day, prop markets often follow predictable patterns:

  1. Opening Lines (Usually the night before or morning of games): These often offer the best value, as they're set before the market has fully formed an opinion.

  2. After Lineup Confirmations: A crucial checkpoint that can cause significant movement, especially for players whose status might have been questionable.

  3. Last Hour Before Game Time: Sharp money typically comes in late on props, sometimes causing significant line movement right before the game starts.

For today's highlighted players, I recommend placing bets earlier rather than later. The value I've identified is likely to diminish as game time approaches and more information enters the market.

Building a Sustainable Edge

The approach I've outlined isn't a one-time opportunity—it's a repeatable process for finding value in player hit props. By focusing on the intersection of recent performance, matchup advantages, and deeper metrics, you can consistently identify players whose hit probability exceeds the implied odds offered by sportsbooks.

This edge exists because sportsbooks simply can't dedicate the resources to perfectly price every player prop for every game. They rely on automated models that miss nuanced factors like pitch type matchups, subtle approach changes, and specific situational advantages.

While no single bet is guaranteed, this systematic approach to player hit props has proven profitable over large samples. Even with a conservative 5% edge per play, betting these opportunities consistently will generate substantial profits over a full MLB season.

Today's Action Plan

Based on today's analysis, here's my recommended approach for maximizing your edge:

  1. Bet Judge and Alonso individually for 1+ hit Each offers positive expected value as a standalone bet.

  2. Consider a two-leg parlay with Judge and Alonso This combination offers particularly strong value given the correlation between their matchup advantages.

  3. Place your bets early The value identified is likely to diminish as game time approaches.

  4. Track these players moving forward The patterns identified (Judge vs. lefties, Alonso vs. pitchers on short rest) are likely to continue offering value in similar future situations.

While other bettors chase complicated parlays or wager based on team loyalty, you now have a systematic approach for identifying value in a market that consistently offers inefficiencies. Player hit props remain one of the few areas where dedicated research and analysis can still yield a substantial edge, even in today's sophisticated betting landscape.

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