Recent Articles
In-depth analysis, analytics strategies, and platform updates from the ATSwins team.
How AI Projects MLB Player Props
Learn how AI projects MLB player props by combining advanced statistics, matchup analysis, projected playing time, ballpark and weather data, and probability modeling. ATSwins.ai uses a data-driven forecasting approach to estimate player performance, compare projections with market expectations, and identify potential value while accounting for baseball's natural variance.
MLB Pitcher Strikeout Prop Projections: How They’re Built and Used
Learn how MLB pitcher strikeout prop projections are calculated, including modeling inputs, probabilities, and how projections compare to betting markets.
How Sportsbooks Price Player Props (And Where They Mess Up)
Want to know how sportsbooks price player props? We break down the math, the game simulations, and the market inefficiencies that smart analytics can exploit.
MLB Player Prop Edge: How Data Models Find Value in Player Projections
MLB player prop edges come from comparing advanced player projections against market expectations. By combining matchup data, Statcast metrics, probability models, and situational factors, ATSwins.ai evaluates where projected outcomes differ from implied probabilities. The focus is on building a data-driven process that identifies potential value while accounting for baseball’s natural uncertainty.
Positive EV MLB Player Props: How Analytics Finds Value
Learn how positive EV MLB player props are evaluated using probability models, player projections, fair odds, and sports analytics.
MLB Matchup Prediction Software: How Modern Predictive Models Analyze Baseball Games
MLB matchup prediction software uses advanced analytics, player projections, simulations, and real-time game data to estimate baseball outcomes. Learn how modern forecasting models evaluate pitching, lineups, weather, ballpark factors, and other key variables to produce probability-based predictions and smarter MLB analysis.
AI Baseball Matchup Analysis: How Models Predict MLB Games
Learn how AI baseball matchup analysis evaluates pitchers, hitters, teams, and game factors to create probability-based MLB forecasts.
Sports Outcome Forecasting: How Data Models Predict Games
Learn the core principles behind sports outcome forecasting, from historical regression models to modern game simulations and probability calculations.
AI Baseball Game Analysis: How Modern Models Evaluate MLB Matchups
Learn how AI baseball game analysis works, from player projections and probability models to simulations that evaluate every MLB matchup with data-driven insights.