wayne gretzky

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: Comparing Player Values Across Eras and Positions

By |2026-07-03T21:09:29-04:00July 3rd, 2026|Analytics Advantage|

Phil Esposito scored 76 goals in 1970-71. Auston Matthews scored 69 in 2023-24. Chris Pronger never cracked 63 points in a season, and Erik Karlsson has beaten that number seven times. George Hainsworth once finished a full season with a goals-against average under 1.00. So, which of those was the best? You can't actually answer [...]

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