Analytics Advantage

In Analytics Advantage, Stas Pupkov digs deeper into fantasy hockey using NHL analytics.

Analytics Advantage: Standout Preseason Performances From Keller, Fantilli, Michkov, and Honzek

By |2024-10-03T07:45:57-04:00October 3rd, 2024|Analytics Advantage|

Welcome back to Analytics Advantage! As the 2025 NHL regular season approaches, now is the critical moment for fantasy managers to make their final draft decisions. The preseason provides a glimpse into player performance and team strategies, but should we trust the hype around standout performers? In this article, I’ll break down the top preseason [...]

Analytics Advantage: Stankoven, Guenther, Zellweger, and Other Young Skaters With Good Fantasy Draft Value

By |2024-09-26T06:40:53-04:00September 26th, 2024|Analytics Advantage|

Welcome back to Analytics Advantage! With the preseason in motion, we’re taking one more week to analyze existing data before diving into the fresh numbers from the 2025 campaign. This week’s focus is all about player profiles—spotlighting those who I believe are primed to make significant strides compared to last year. By revisiting and analyzing [...]

Analytics Advantage: Category-Specific Production and Z-Scores

By |2024-09-19T09:17:10-04:00September 19th, 2024|Analytics Advantage|

Welcome back to Analytics Advantage! Draft season is in full swing, and it’s time to dive into the details that can give you the edge in your category-scoring leagues. This week, we’re taking a comprehensive look at six crucial categories—goals, assists, shots, hits, blocks, and plus-minus—to help distinguish the true game-changers from the rest of [...]

Analytics Advantage: Defencemen and Annual Fantasy Points Per Game

By |2024-09-12T08:41:21-04:00September 12th, 2024|Analytics Advantage|

Welcome back to Analytics Advantage! With draft season just around the corner, it’s the perfect time to sharpen your strategy. This week, we’re zooming in on defensemen, focusing on their Fantasy Points Per Game (FPPG) and how they stack up across the league. By breaking down the numbers and using percentiles, we’ll get a clearer [...]

Analytics Advantage: Fantasy Points Per Game, Percentiles, and Hidden Gems

By |2024-09-05T09:00:09-04:00September 5th, 2024|Analytics Advantage|

Welcome back to another week of Analytics Advantage! As draft season approaches, it’s crucial to sharpen your understanding of player performance and how they stack up against their peers. This week, we’re building on last week’s analysis by diving deeper into Fantasy Points Per Game (FPPG) graphs and percentiles. These visuals provide a clear picture [...]

Analytics Advantage: Fantasy Points Per Game and Z-Score

By |2024-08-22T08:21:16-04:00August 22nd, 2024|Analytics Advantage|

Welcome back to another week of Analytics Advantage! This week, we are continuing our deep dive into player performance by focusing on Fantasy Points Per Game (FPPG) z-scores—a key metric that helps define fantasy hockey success. Unlike our previous analysis of 60-minute rate metrics, this week we shift our attention to how players are performing [...]

Analytics Advantage: Per-60 Metrics and Panarin, Barkov, Lyubushkin, and More

By |2024-08-15T08:27:28-04:00August 15th, 2024|Analytics Advantage|

Welcome back to another week of Analytics Advantage! This week, we are continuing our deep dive into player performance by analyzing the top metrics that define fantasy hockey success. Unlike our previous focus on Fantasy Points Per Game (FPPG), this week, we shift our attention to the per-60 metrics: Goals/60, Assists/60, Shots/60, Hits/60, and Blocks/60. [...]

Analytics Advantage: Five-Year Fantasy Points Per Game Including MacKinnon, Eriksson Ek, Dahlin, and More

By |2024-08-08T09:09:42-04:00August 8th, 2024|Analytics Advantage|

Welcome back to another week of Analytics Advantage! This week, we’ll be exploring a variety of graphs as part of our ongoing five-year analysis, providing insights into fantasy scoring trends. We'll be looking at the top 20 performances in Fantasy Points Per Game (FPPG) since the 2019/20 campaign, identifying the top ten forwards and defensemen [...]

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