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Data Driven MLB Predictions for August 17, 2016:
| TEAM | PITCHER | WIN % | SCORE | VEGAS LINE | RUN TOTAL |
| Nationals | Strasburg | 51% | 5 | -156 | 10.5 |
| Rockies | Gray | 49% | 4 | +146 | |
| Pirates | Nova | 50% | 5 | +109 | 8 |
| Giants | Cain | 50% | 4 | -119 | |
| Dodgers | Kazmir | 51% | 4 | -163 | 9 |
| Phillies | Thompson | 49% | 3 | +153 | |
| Marlins | Cashner | 48% | 4 | +106 | 9 |
| Reds | Bailey | 52% | 5 | -116 | |
| Brewers | Nelson | 45% | 4 | +229 | |
| Cubs | Lester | 55% | 5 | -250 | |
| Mets | Niese | 49% | 4 | +104 | 9.5 |
| Diamondbacks | Godley | 51% | 5 | -114 | |
| Blue Jays | Happ | 53% | 4 | -150 | 9 |
| Yankees | Sabathia | 47% | 3 | +140 | |
| Red Sox | Price | 49% | 4 | -116 | 9 |
| Orioles | Tillman | 51% | 5 | +106 | |
| White Sox | Ranaudo | 42% | 4 | +216 | 9 |
| Indians | Carrasco | 58% | 5 | -235 | |
| Royals | Ventura | 50% | 5 | +115 | 9 |
| Tigers | Sanchez | 50% | 4 | -125 | |
| A’s | Manaea | 45% | 4 | +192 | 9 |
| Rangers | Darvish | 55% | 5 | -207 | |
| Mariners | Wieland | 47% | 5 | ||
| Angels | Skaggs | 53% | 6 | ||
| Padres | Friedrich | 49% | 4 | +185 | 8 |
| Rays | Archer | 51% | 5 | -200 | |
| Cardinals | Martinez | 50% | 5 | +103 | 8 |
| Astros | Fister | 50% | 4 | -113 | |
| Twins | Gibson | 50% | 5 | -105 | 8.5 |
| Braves | Foltynewicz | 50% | 4 | -105 |
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