About Top Shelf Analytics
Top Shelf Analytics delivers data-driven insights focused on player performance, game trends, and predictive modeling within hockey and beyond.
Built on advanced statistical methods and machine learning techniques, the platform is designed to transform complex data into clear, actionable intelligence. Every model and output is developed with a focus on practical application—whether for performance evaluation, strategic decision-making, or market analysis.
By combining analytics with real-world context, Top Shelf Analytics provides a structured approach to understanding player outcomes, identifying trends, and uncovering measurable edges.
Core Capabilities
- Player performance and trend analysis
- Shot, goal, and event-based probability modeling
- Matchup, situational insights, and forecasting
- Data visualization, tailored reports, and dashboard development
- Model vs. market comparison for edge identification