MLB Betting & Analytics Blog
Plain-English guides to baseball betting, sabermetrics, and the model behind FreeMLBPicks.
Learn how moneylines, run lines, props, and advanced stats actually work — then use our daily
edges as a research tool. Everything here is free, evergreen, and written for bettors who want
to understand the why.
- How to Read MLB Moneylines, Run Lines, and Totals (Beginner's Guide) — Learn how MLB moneylines, run lines, and totals work — plus how to read odds and calculate implied probability like a pro. (Betting Basics, 6 min)
- What Is a Betting Edge? Turning Model Probabilities Into Value — Understand what a betting edge really means and how to convert model win probabilities into actionable expected value in MLB betting. (Strategy, 7 min)
- Understanding xwOBA, wRC+, and FIP: The Stats That Actually Predict Baseball — xwOBA, wRC+, and FIP cut through luck to reveal true player skill. Here's what they measure and why they matter for MLB betting. (Analytics, 7 min)
- How MLB Pitcher Matchups Move a Game (and a Betting Line) — Pitcher matchups are the single biggest driver of MLB outcomes and betting lines. Here's how to analyze them beyond ERA. (Analytics, 6 min)
- Park Factors Explained: Why Coors Field and Petco Park Change Everything — Park factors quantify how each MLB stadium affects scoring and outcomes. Here's why they're essential for totals and prop betting. (Analytics, 6 min)
- Bullpen Fatigue and Why It Wrecks Late-Game Betting Assumptions — Bullpen fatigue is one of the most underappreciated variables in MLB betting. Here's how to track it and use it for an edge. (Analytics, 7 min)
- Platoon Splits: How Lefty/Righty Matchups Create Prop Value — Platoon splits reveal massive performance gaps based on handedness matchups — and create exploitable edges in MLB props and totals. (Props, 6 min)
- Kelly Criterion for Baseball Bettors: Sizing Bets Without Going Broke — The Kelly Criterion tells you exactly how much to bet based on your edge. Here's how to apply it correctly to MLB betting. (Strategy, 7 min)
- MLB Strikeout Props: A Data-Driven Framework for Betting Ks — A systematic framework for betting MLB pitcher strikeout props using K-rate, lineup matchups, park context, and usage data. (Props, 7 min)
- Home Run Props and Statcast: Finding Power in Barrel Rate and xSLG — Use Statcast's barrel rate and xSLG to find underpriced home run props. Here's how the data reveals true power hitters. (Props, 6 min)
- Pythagorean Wins and Regression: Spotting Lucky and Unlucky MLB Teams — Pythagorean win expectancy reveals teams that are better or worse than their record suggests — and predicts future performance. (Analytics, 6 min)
- Weather and Umpires: The Hidden Variables in MLB Totals — Wind, temperature, humidity, and umpire zone tendencies are underpriced variables in MLB totals. Here's how to use them systematically. (Betting Basics, 6 min)