MLB Analytics
AI-powered MLB picks combining pitcher-hitter matchup models, park factors, weather, and confirmed lineups. Early-season coverage, tracking live.
Live
Early Season Coverage
30+
AI Models
68M+
Data Points Per Game
11
Bet Types Live
Overall (15 picks)
80% accuracy
Recommended (10 picks)
70% accuracy
Total Picks Tracked
15
Coverage
Features
Our Mound Edge model evaluates each starting pitcher's arsenal against the opposing lineup's profile. Box Edge scores the matchup from the hitters' side. Bullpen-fatigue scoring is in active development.
Park factors (Coors, Fenway, Oracle, and every park in between), temperature and humidity, rain risk, and confirmed lineup timing all feed into game-level and prop projections — day-after-night scheduling included.
Component prop models feed a simulated game flow to generate batter and pitcher prop projections. Doubles, home runs, RBIs, and walks for hitters — strikeouts, outs recorded, hits allowed, and earned runs for starters — all come out of team-level simulation rather than isolated player averages.
Algorithmically constructed parlays using PropJuice's grading system yields legs that have high probabilities of hitting. Qualitative notes recommend alternate lines or round robin legs to ensure profitability.
Recent MLB Picks
Giants @ Athletics
Harrison Bader Over 0.5 Home Runs
Phillies @ Pirates
Ryan O'Hearn Over 0.5 Home Runs
Nationals @ Reds
Daylen Lile Over 0.5 Home Runs
Nationals @ Reds
Over 7.5 Total
Rockies @ Pirates
Over 7.5 Total
PropJuice provides MLB betting analytics powered by the same 30+ model ensemble that drives our NBA and NFL coverage, processing over 68 million data points per game. MLB coverage spans moneyline, spreads, totals, batter props (home runs, RBIs, doubles, walks), and pitcher props (strikeouts, outs recorded, hits allowed, earned runs). We're early in the 2026 season — headline hit rates will firm up as the sample grows, and live accuracy is tracked on the results page.
MLB is a pitcher-hitter game, and PropJuice models it that way. Our Mound Edge model scores each starting pitcher's arsenal against the opposing lineup's profile; Box Edge evaluates the same matchup from the hitters' side. Props go through a bottoms-up simulation — component models for each batter outcome feed into a game-flow simulation that respects lineup order, handedness, and park. Bullpen fatigue and umpire tendencies are on the model roadmap.
Park factors swing totals more in MLB than in any other major sport. PropJuice accounts for every park, temperature and humidity, rain risk, and the timing of confirmed lineups. Travel and day-after-night games are factored into fatigue adjustments. Home-away splits are modeled at the team and player level. This situational layer is what separates calibrated projections from raw stat lines.
Get immediate access to AI-powered MLB picks, model confidence scores, and our full analytics dashboard.