Analytics Advantage

Analytics Advantage: Advanced NHL Metrics and Predictive Fantasy Strategy
Welcome to the Analytics Advantage, the home of data-driven fantasy hockey at DobberHockey. In the modern era, winning a championship requires looking beyond the box score. This category is dedicated to the study of advanced NHL metrics—including Corsi, Fenwick, PDO, and Expected Goals (xG)—to identify the underlying trends that dictate future performance.

Decoding the Data
Curated by our resident data expert Stas Pupkov, the Analytics Advantage provides a filtered look at the league’s most complex numbers:

Regression Analysis: Identifying players whose current production is unsustainable due to outlier shooting percentages or “puck luck” (PDO).

Deployment Metrics: Analyzing offensive zone starts (oZS%), quality of competition (QoC), and time on ice (TOI) to find hidden value.

Predictive Modeling: Using advanced counting stats to forecast breakouts before they appear on the standard scoring leaders list.

Goalie Analytics: Deep-dives into High-Danger Save Percentage (HDSV%) and Goals Saved Above Expected (GSAx) to find reliable anchors for your crease.

Powered by Frozen Tools
The Analytics Advantage leverages the massive data engine of Frozen Tools. By translating raw NHL data into clear, strategic advice, we help you eliminate the guesswork from your roster management. Whether you are looking for a trade-high candidate or a diamond-in-the-rough waiver add, our analytical approach ensures your decisions are backed by logic and math.

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Analytics Advantage: Beniers’ Stable Scoring; Clarke’s Current Value; Tippett’s Upswing; Barbashev Scuffling; Texier’s Surge

By Stas Pupkov|2026-01-16T06:47:07-05:00January 16th, 2026|Analytics Advantage|

This week’s group of players we’re analyzing is built around players whose roles have quietly solidified over the last few weeks, creating usable fantasy value without needing a full breakout to matter. Some are benefitting from steady top-line and power-play deployment, others are riding improved five-on-five results or short-term heaters tied to real minutes. The [...]

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Analytics Advantage: Doan’s Broad Fantasy Appeal; Buium’s Role Reliance; Coleman’s Stability, and More

By Stas Pupkov|2026-01-09T07:36:55-05:00January 9th, 2026|Analytics Advantage|

This week’s group is built around players whose fantasy value is being driven by real, repeatable usage rather than short-term scoring spikes. Some are benefiting from expanded power-play roles, others from stable top-six minutes, and a few sit in the middle as speculative adds where the deployment still makes the risk worthwhile. The common thread [...]

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Analytics Advantage: Improvements from Marchment, Granlund, Durzi, Hanifin, and Sanheim

By Stas Pupkov|2025-12-26T14:39:36-05:00December 26th, 2025|Analytics Advantage|

As December turns into January, this is the part of the season where fantasy value is driven more by deployment than reputation. Injuries, trades, and coaching adjustments are compressing roles across the league, creating short- and mid-term value windows that waiver wires have not fully caught up to yet. The players below all fit that [...]

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Analytics Advantage: Usage and Production Leaps for Yurov, Podkolzin, Neighbours, Doan, and Klingberg

By Stas Pupkov|2025-12-19T08:29:18-05:00December 19th, 2025|Analytics Advantage|

As December winds down and rosters start tightening heading into January, opportunity matters more than name value. This week’s group focuses on players whose roles are actively trending up through increased ice time, power play responsibility, or stable top six deployment rather than short term box score spikes. Some are strong waiver adds, others are [...]

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Analytics Advantage: Evaluating the Next Wave of Talent in Sennecke, Slafkovský, Holloway, Nemec, and Sandin-Pellikka

By Stas Pupkov|2025-12-12T07:45:17-05:00December 12th, 2025|Analytics Advantage|

This week’s list leans into the “next wave” theme. All five names here are either in the middle of their breakout or sitting right on the edge of one, and the common thread is usage. Beckett Sennecke is stapled to Anaheim’s young core and producing like a 60-point-plus rookie without any training wheels. Juraj Slafkovsky [...]

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Analytics Advantage: Waiver Wire Scouring for Raddysh, Landeskog, Norris, Peterka, and Gavrikov

By Stas Pupkov|2025-12-05T08:14:16-05:00December 5th, 2025|Analytics Advantage|

Injuries, role changes, and new homes have already reshaped a lot of midseason value, and this week is a good snapshot of how quickly things can flip. Darren Raddysh has gone from short-term Victor Hedman replacement to full workload driver on Tampa’s top unit. Josh Norris is back from yet another early injury and immediately [...]

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Analytics Advantage: Deployment Too Strong To Ignore

By Stas Pupkov|2025-11-28T22:22:36-05:00November 28th, 2025|Analytics Advantage|

This week’s group leans toward players whose value is driven by usage rather than luck. Whether it is a proven scorer waiting for the percentages to correct, a two-way center taking on extra responsibility, a rookie winger holding a premium role while injuries stack up, or a forechecking forward turning heavy minutes into real fantasy [...]

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Analytics Advantage: Deployment Advantages for Andersson, Raddysh, Hronek, Hyman, and Sennecke

By Stas Pupkov|2025-11-21T08:16:07-05:00November 21st, 2025|Analytics Advantage|

This week’s list leans toward players whose roles have opened up in very real, very actionable ways. Whether it’s a defenseman stepping into heavy minutes because of an injury above him, a winger returning to a premium spot on an elite line, or a young forward carving out a stable place in the top six, [...]

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Analytics Advantage: Players Stepping into Meaningful Roles

By Stas Pupkov|2025-11-14T21:59:43-05:00November 14th, 2025|Analytics Advantage|

This week’s list leans toward players stepping into meaningful roles rather than riding short-term spikes. Whether it’s a returning forward walking straight into a top-six opening, a center gaining traction with heavier usage, a defender inheriting PP1 out of necessity, or a young winger carving out room on an elite offense, the thread is the [...]

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Analytics Advantage: Keeping Track of Johansson, Cirelli, Terry, Walker, and Ekman-Larsson

By Stas Pupkov|2025-11-07T13:07:07-05:00November 7th, 2025|Analytics Advantage|

This week’s list leans toward players thriving through smart usage rather than streaky luck. Whether it’s a depth winger losing prime deployment, a defenseman stepping into PP1, or a proven scorer heating up again, the theme is the same — fantasy value follows opportunity. These five names have roles worth tracking before their windows shift. [...]