Sandlot Picks Analytics
Smart analytics for smarter picks
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Read Full ArticleWhat is Sandlot Picks Analytics?
Sandlot Picks Analytics is a machine learning-powered application designed to predict baseball player performance metrics. By leveraging historical data, rolling metrics, and advanced ML models, we provide data-driven insights for player props and matchups.
Features
Data-driven tools for smarter MLB prop picks
Discord Server
Join our Discord server for comprehensive MLB insights
- Daily MLB news and updates sourced directly from the league
- Complete MLB schedule with game times and matchups
- MLB trends tracking: streaks, milestones and more
- ML-powered predictions channel with daily prop picks for MLB Season
- Sports betting 101 education and strategy discussions
Advanced Charts
Visualize your picks with detailed analytics and trends
- Rolling averages: 7-game, 14-game, 30-game windows
- Split performance: 1st half, 2nd half (post-ASG), full season
- Model performance graphs for player props (query and display)
- Team vs team matchup comparison visualizations
- Pitcher vs lineup historical performance charts
Pick Analysis
Deep dive into performance metrics and insights
- Feature importance breakdown for each prediction
- Opponent-specific edge detection
- Recent form vs season average comparisons
- Ballpark factors and weather impact analysis
- Confidence scores and prediction ranges
ML-Powered Engine
State-of-the-art machine learning models
- Random Forest and XGBoost ensemble models
- Continuous model retraining with latest data
- RMSE and R² performance validation
- Feature engineering with 50+ player metrics
- Cross-validation for robust predictions
Real-Time Updates
Stay ahead with live data integration
- Automatic lineup and injury updates
- Live probable pitcher changes
- Weather and ballpark condition monitoring
- Preseason futures tracking (200 hits, 40 HRs, etc.)
- API integration with MLB data sources
Historical Database
Access years of baseball performance data
- Complete player career statistics
- Matchup history and head-to-head records
- Ballpark-specific performance data
- Season trends and hot/cold streak tracking
- Comprehensive prop bet result history