Player Props · DraftKings Lines & Edges
June 7, 2026 MLB Hits Props
72 lines · 27 projected · Updated Jun 7, 2:09 PM ET
The Almanac's Take
The two cleanest reads on the board are Harper and Schwarber — 8.79 and 8.52 points of edge, respectively, both projecting over 1.3 hits with model over-probs of 75.3% and 73.3% against the 0.5 line. Worth noting: the model runs hot (bias_direction: high), so those edges are real but shade a touch generous — treat them as solid, not locks. Seigler shows a headline 13.73-point edge but confidence is flagged low, so handle with care. The Phillies cluster of Harper, Schwarber, Marsh, and Bohm is hard to ignore as a correlated stack if the format allows it.
How we model these edges
- Model method:
- ml_monte_carlo
- Approximation quality:
- Reasonable
- Bias direction:
- Model edges on overs are biased high — real overs are slightly worse than reported.
- Edge definition:
- model_over_prob - no_vig(over_implied_prob)
- ·Per backtest, the model over-estimates hits overs at high predicted probs (sharpness issue); remediation is the projection engine (`src/projections/hitter.py`), not the probability layer.
- ·Probabilities come from a 1000-rep Monte Carlo on the per-PA outcome distribution. Lines outside the sim's threshold grid (very rare) fall back to the Poisson approximation — see the per-entry `model_over_prob_method` stamp.
- ·Integer lines (e.g. line=2.0) are treated as 'over wins on ≥2', which slightly overstates over_prob vs sportsbook push rules. Half-point lines (X.5) — the near-universal case for these markets — are unaffected.
Planned improvement: Backtest the Monte Carlo `prop_probs` against realized outcomes over a full 2024-2025 sample and recalibrate the per-PA distribution if the residuals exceed ±2 pp at any decile bucket. See `scripts/backtest_props.py`.
Hits Board
27 of 72 projected| # | Player | Line | Odds O/U | Proj | Model % | Market % | Edge | Pick | Conf |
|---|---|---|---|---|---|---|---|---|---|
| 1 | Anthony Seigler Boston Red Sox | 0.5 | +100/ −132 | 0.92 | 61% | 47% | +13.7 pp | Over | Low |
| 2 | Bryce Harper Philadelphia Phillies vs Chicago White Sox | 0.5 | −244/ +180 | 1.33 | 75% | 67% | +8.8 pp | Over | High |
| 3 | Kyle Schwarber Philadelphia Phillies vs Chicago White Sox | 0.5 | −224/ +166 | 1.35 | 73% | 65% | +8.5 pp | Over | High |
| 4 | Adolis Garcia Philadelphia Phillies vs Chicago White Sox | 0.5 | −176/ +132 | 1.00 | 66% | 60% | +6.5 pp | Over | High |
| 5 | Brandon Marsh Philadelphia Phillies vs Chicago White Sox | 0.5 | −252/ +186 | 1.27 | 74% | 67% | +6.4 pp | Over | High |
| 6 | Alec Bohm Philadelphia Phillies vs Chicago White Sox | 0.5 | −258/ +190 | 1.18 | 72% | 68% | +4.1 pp | Over | High |
| 7 | Jacob Gonzalez Chicago White Sox vs Philadelphia Phillies | 0.5 | −199/ +148 | 1.00 | 65% | 62% | +2.9 pp | Over | Low |
| 8 | Bryson Stott Philadelphia Phillies vs Chicago White Sox | 0.5 | −219/ +162 | 1.08 | 67% | 64% | +2.8 pp | Over | High |
| 9 | Miguel Vargas Chicago White Sox vs Philadelphia Phillies | 0.5 | −214/ +159 | 1.07 | 66% | 64% | +2.2 pp | Over | High |
| 10 | Colson Montgomery Chicago White Sox vs Philadelphia Phillies | 0.5 | −196/ +146 | 1.02 | 64% | 62% | +2.1 pp | Over | High |
| 11 | Mickey Gasper Boston Red Sox | 0.5 | −137/ +103 | 0.84 | 55% | 54% | +1.2 pp | Over | Med |
| 12 | Willson Contreras Boston Red Sox | 0.5 | −201/ +150 | 0.97 | 62% | 63% | −0.4 pp | Under | High |
| 13 | Rafael Marchan Philadelphia Phillies vs Chicago White Sox | 0.5 | −176/ +132 | 0.82 | 59% | 60% | −0.9 pp | Under | Med |
| 14 | Jarren Duran Boston Red Sox | 0.5 | −226/ +167 | 1.03 | 64% | 65% | −1.0 pp | Under | High |
| 15 | Marcelo Mayer Boston Red Sox | 0.5 | −106/ −125 | 0.63 | 47% | 48% | −1.4 pp | Under | Med |
| 16 | Masataka Yoshida Boston Red Sox | 0.5 | −205/ +153 | 0.90 | 62% | 63% | −1.5 pp | Under | Med |
| 17 | Andrew Benintendi Chicago White Sox vs Philadelphia Phillies | 0.5 | −232/ +172 | 1.04 | 64% | 66% | −1.6 pp | Under | Med |
| 18 | Sam Antonacci Chicago White Sox vs Philadelphia Phillies | 0.5 | −258/ +190 | 1.14 | 65% | 68% | −2.3 pp | Under | Med |
| 19 | Trea Turner Philadelphia Phillies vs Chicago White Sox | 1.5 | +144/ −192 | 1.21 | 35% | 38% | −3.8 pp | Under | High |
| 20 | Tristan Peters Chicago White Sox vs Philadelphia Phillies | 0.5 | −170/ +127 | 0.80 | 55% | 59% | −4.0 pp | Under | Med |
| 21 | Ceddanne Rafaela Boston Red Sox | 0.5 | −221/ +164 | 0.87 | 59% | 65% | −5.4 pp | Under | High |
| 22 | Rikuu Nishida Chicago White Sox vs Philadelphia Phillies | 0.5 | −125/ −106 | 0.61 | 47% | 52% | −5.4 pp | Under | Low |
| 23 | Wilyer Abreu Boston Red Sox | 0.5 | −209/ +156 | 0.92 | 58% | 63% | −5.6 pp | Under | High |
| 24 | Justin Crawford Philadelphia Phillies vs Chicago White Sox | 0.5 | −227/ +169 | 0.82 | 59% | 65% | −6.4 pp | Under | Med |
| 25 | Caleb Durbin Boston Red Sox | 0.5 | −194/ +145 | 0.75 | 54% | 62% | −7.5 pp | Under | Med |
| 26 | Chase Meidroth Chicago White Sox vs Philadelphia Phillies | 0.5 | −226/ +168 | 0.78 | 54% | 65% | −11.1 pp | Under | High |
| 27 | Drew Romo Chicago White Sox vs Philadelphia Phillies | 0.5 | −148/ +111 | 0.56 | 42% | 56% | −14.1 pp | Under | Med |
| 28 | Adley Rutschman | 0.5 | −206/ +153 | — | — | 63% | — | — | — |
| 29 | Amed Rosario | 0.5 | −236/ +175 | — | — | 66% | — | — | — |
| 30 | Andres Gimenez | 0.5 | −145/ +109 | — | — | 55% | — | — | — |
| 31 | Anthony Volpe | 0.5 | −175/ +131 | — | — | 60% | — | — | — |
| 32 | Austin Riley | 0.5 | −182/ +136 | — | — | 60% | — | — | — |
| 33 | Ben Rice | 0.5 | −249/ +184 | — | — | 67% | — | — | — |
| 34 | Brandon Lowe | 0.5 | −220/ +163 | — | — | 64% | — | — | — |
| 35 | Brandon Valenzuela | 0.5 | −139/ +105 | — | — | 54% | — | — | — |
| 36 | Bryan Reynolds | 0.5 | −248/ +183 | — | — | 67% | — | — | — |
| 37 | Coby Mayo | 0.5 | −126/ −105 | — | — | 52% | — | — | — |
| 38 | Cody Bellinger | 0.5 | −251/ +185 | — | — | 67% | — | — | — |
| 39 | Colton Cowser | 0.5 | −115/ −116 | — | — | 50% | — | — | — |
| 40 | Daulton Varsho | 0.5 | −176/ +132 | — | — | 60% | — | — | — |
| 41 | Dominic Smith | 0.5 | −186/ +139 | — | — | 61% | — | — | — |
| 42 | Endy Rodriguez | 0.5 | −187/ +140 | — | — | 61% | — | — | — |
| 43 | Ernie Clement | 0.5 | −266/ +196 | — | — | 68% | — | — | — |
| 44 | George Springer | 0.5 | −237/ +176 | — | — | 66% | — | — | — |
| 45 | Gunnar Henderson | 0.5 | −219/ +162 | — | — | 64% | — | — | — |
| 46 | J.C. Escarra | 0.5 | −116/ −115 | — | — | 50% | — | — | — |
| 47 | Jackson Holliday | 0.5 | −132/ +100 | — | — | 53% | — | — | — |
| 48 | Jake Mangum | 0.5 | −239/ +177 | — | — | 66% | — | — | — |
| 49 | Jared Triolo | 0.5 | −176/ +132 | — | — | 60% | — | — | — |
| 50 | Jazz Chisholm Jr. | 0.5 | −149/ +112 | — | — | 56% | — | — | — |
| 51 | Jesus Sanchez | 0.5 | −163/ +122 | — | — | 58% | — | — | — |
| 52 | Jose Caballero | 0.5 | −135/ +102 | — | — | 54% | — | — | — |
| 53 | Kazuma Okamoto | 0.5 | −151/ +113 | — | — | 56% | — | — | — |
| 54 | Leody Taveras | 0.5 | −171/ +128 | — | — | 59% | — | — | — |
| 55 | Matt Olson | 0.5 | −225/ +167 | — | — | 65% | — | — | — |
| 56 | Mauricio Dubon | 0.5 | −232/ +172 | — | — | 66% | — | — | — |
| 57 | Michael Harris II | 1.5 | +202/ −275 | — | — | 31% | — | — | — |
| 58 | Mike Yastrzemski | 0.5 | −127/ −104 | — | — | 52% | — | — | — |
| 59 | Nathan Lukes | 0.5 | −213/ +158 | — | — | 64% | — | — | — |
| 60 | Nick Gonzales | 0.5 | −237/ +175 | — | — | 66% | — | — | — |
| 61 | Oneil Cruz | 0.5 | −164/ +123 | — | — | 58% | — | — | — |
| 62 | Ozzie Albies | 0.5 | −221/ +164 | — | — | 65% | — | — | — |
| 63 | Paul Goldschmidt | 0.5 | −267/ +196 | — | — | 68% | — | — | — |
| 64 | Pete Alonso | 0.5 | −210/ +156 | — | — | 63% | — | — | — |
| 65 | Ronald Acuna Jr. | 1.5 | +201/ −273 | — | — | 31% | — | — | — |
| 66 | Ryan O'Hearn | 0.5 | −224/ +166 | — | — | 65% | — | — | — |
| 67 | Samuel Basallo | 0.5 | −182/ +136 | — | — | 60% | — | — | — |
| 68 | Sandy León | 0.5 | +132/ −177 | — | — | 40% | — | — | — |
| 69 | Spencer Horwitz | 0.5 | −231/ +171 | — | — | 65% | — | — | — |
| 70 | Taylor Ward | 0.5 | −166/ +125 | — | — | 58% | — | — | — |
| 71 | Trent Grisham | 0.5 | −197/ +147 | — | — | 62% | — | — | — |
| 72 | Vladimir Guerrero Jr. | 0.5 | −251/ +185 | — | — | 67% | — | — | — |
More for this date
Want the why behind an edge?
Ask The Almanac about a player's matchup, recent form, or pitcher arsenal in chat — same data, deeper context.