How the NHL's New Cap Era Will Change Team Building
Episode Description
ABOUT THE EPISODE More cap space does not automatically create a better hockey team. It changes the value of every contract, draft pick, and roster decision.
Samuel Ventura, Vice President of Hockey Strategy and Research for the Buffalo Sabres, explains how NHL teams are preparing for a major salary cap increase. He discusses the analytics behind contracts and player evaluation, the promise of new tracking technology, and why core analytical thinking matters more than ever in the age of AI.
ABOUT THE PODCAST Sports is a game of numbers. Wharton experts Eric Bradlow, Shane Jensen, Cade Massey, and Adi Wyner team up to tackle the world of sports, from current events to longstanding issues such as: What sports streaks are the most impressive? How do you rank the best players? Can athletes be compared across sports? Moneyball Highlights explains how decision-makers in the game can avoid the common mistakes and embrace the data. Episodes are recorded at the Wharton School.
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Brief Summary
Sam Ventura discusses hockey analytics, team strategies, and the upcoming NHL season.
Key points
- Welcome to Wharton Moneyball. Join Cade Massey and co-hosts for a full hour of sports analytics.
- Hockey Season Kicks Off. Hockey is beginning tonight, marking an early start to the season.
- The Role of Analytics in Hockey. Sam Ventura discusses how analytics influence decision-making in hockey.
- Rising Salary Cap Implications. Sam Ventura explains the expected rise in the salary cap and its impact on team strategies.
- The Evolution of Draft Strategies. Teams are aligning more on draft lists due to better data and video use.
- The Role of Public Data in Player Evaluation. Public data is increasingly influencing player evaluations across sports, including hockey.
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Episode highlights
- Hockey Season Kicks OffHockey is beginning tonight, marking an early start to the season.“We're doing hockey, guys, in the middle of football season.”2:50Sep 30, 2026
- The Role of Analytics in HockeySam Ventura discusses how analytics influence decision-making in hockey.“Analytics doesn't have to change the way the game is played.”11:16Sep 30, 2026
- Rising Salary Cap ImplicationsSam Ventura explains the expected rise in the salary cap and its impact on team strategies.“These increases in the salary cap have big implications for how we make decisions.”13:34Sep 30, 2026
- The Evolution of Draft StrategiesTeams are aligning more on draft lists due to better data and video use.“It does seem like teams are more aligned with each other in terms of their draft list than they had been when I started.”20:19Sep 30, 2026
- The Role of Public Data in Player EvaluationPublic data is increasingly influencing player evaluations across sports, including hockey.“There's just so much better and more public data.”21:31Sep 30, 2026
- Hiring in the Age of AISam discusses how AI is changing the hiring landscape in sports analytics.“I spent a lot of time this summer sort of immersed in the hiring process.”28:41Sep 30, 2026
- College Football CrazinessThe unpredictability of college football leads to surprising outcomes every Saturday.“Crazy stuff's just kind of happening in every viewing window of the day.”41:14Sep 30, 2026
- Drake May's Turnover StrugglesDrake May's performance has drastically declined, raising questions about his future.“Extraordinary number of turnovers in his last seven games.”48:45Sep 30, 2026





