hockey analytics

Analytics Advantage: Production Aging Curves Among Forwards, Defensemen, and Goalies

By |2026-07-10T07:16:12-04:00July 10th, 2026|Analytics Advantage|

Picture two 31-year-olds, both coming off 55-point seasons, both available at the same keeper price. One is a winger and one is a defenseman. A dataset of every NHL season since 1917 says that choice isn't close, but the reason is different from the one you usually hear, and getting it right means walking past [...]

Analytics Advantage: Opportunity Knocks

By |2026-01-02T22:51:28-05:00January 2nd, 2026|The Analytics Advantage|

This week’s list is built around one simple idea: opportunity is the stat that moves first. Some of these names are popping because they’ve earned real minutes in high-leverage roles, while others are valuable because their deployment is so stable that the production becomes predictable. Whether it’s a rookie landing next to elite talent, a [...]

Analytics Advantage: First Round of NHL Playoffs and Goalie Shot-Faced Distance, Player PDO, Giveaways/Takeaways, and More

By |2025-05-08T07:31:13-04:00May 8th, 2025|Analytics Advantage|

Welcome back to another edition of Analytics Advantage. With the first round of the playoffs in the rearview, I wanted to dig into how goaltending impacted who moved on and who packed up early. This week’s visuals are updated with data through May 5th (end of the first round) and include a few new features [...]

Analytics Advantage: Per-Game Fantasy Production for Dubois, Ekholm, Karlsson, Knies, and LaCombe

By |2025-01-23T07:20:08-05:00January 23rd, 2025|Analytics Advantage|

Welcome back to this week’s edition of Analytics Advantage! As the NHL season continues, fantasy hockey managers are on the lookout for players who can help them gain a competitive edge. This week, we highlight five players with intriguing performances and potential: Pierre-Luc Dubois, William Karlsson, Matthew Knies, Jackson LaCombe, and Mattias Ekholm. With the [...]

Analytics Advantage: Fantasy Points Per Game and Michkov, Norris, Larsson, and More

By |2025-01-09T07:36:23-05:00January 9th, 2025|Analytics Advantage|

Welcome back to this week’s edition of Analytics Advantage! As the NHL season rolls on, fantasy hockey managers are seeking ways to maintain their edge. This week, we spotlight five players with intriguing performances and potential: Matvei Michkov, Josh Norris, Owen Power, Justin Faulk, and Adam Larsson. By analyzing per-60 metrics and leveraging advanced visualizations, [...]

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