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.

Analytics Advantage: Early Top Power Play Usage Tells Us Which Players are Worth Rostering

By |2026-10-16T07:32:37-04:00October 16th, 2026|Analytics Advantage|

This week's analysis covers the last 10 seasons, 2016-17 to 2025-26, and one question. After seven games, which signals identify a waiver pickup who will be a fantasy starter the rest of the way? The answer is the first power-play unit. Forwards who were not fantasy starters the year before but were on PP1 after [...]

Analytics Advantage: How Teams Score Their Goals Affects Their Fantasy Value for 2026-27

By |2026-09-18T07:27:24-04:00September 18th, 2026|Analytics Advantage|

Same scoreboard, different engines The Dallas Stars scored 273 goals last season and the Anaheim Ducks scored 265, and they got there from opposite ends of the shot chart. Dallas took the fewest 5v5 attempts in the league (five a side, both goalies in net, and in regulation time), 49.4 per 60 minutes against a [...]

Analytics Advantage: The Draft Cost of Power Play Roles for Stone, Zibanejad, Nugent-Hopkins, Dobson, and More

By |2026-09-11T06:22:21-04:00September 11th, 2026|Analytics Advantage|

Noah Dobson and Shea Theodore are going three picks apart in Fantrax drafts this month. Dobson is the 24th defenseman off the board at an ADP of 94; Theodore is the 25th at 97. Both spent last season on their team's second power-play unit, Dobson behind Lane Hutson in Montreal, Theodore behind the five-forward top [...]

Analytics Advantage: Using Plus/Minus Adjustments to Find Good Fantasy Draft Values

By |2026-09-04T06:41:09-04:00September 4th, 2026|Analytics Advantage|

In last week's edition of 'Analytics Advantage', there was analysis on how plus/minus can have a massive, and understated, impact on fantasy hockey value. There was also an analysis on how plus/minus fluctuates when a player changes teams. This week will pick up where we left off and apply what we discovered a week ago [...]

Analytics Advantage: The Plus/Minus Effect on Fantasy Value and the Impact of Players Changing Teams

By |2026-08-28T09:50:38-04:00August 28th, 2026|Analytics Advantage|

MacKenzie Weegar finished last season at minus-33, and 9-cat drafters are pricing it: his ADP sits at 123 as August closes. That minus-33 was worn on a Calgary team that finished with the league's third-worst goal differential. The defenseman who wore it now plays in Utah, and when you forecast his plus/minus from the jersey [...]

Analytics Advantage: Analyzing Rookie Impacts for 2026-27 and Beyond, Including McKenna, Stenberg, Hagens, Eklund, and More

By |2026-08-21T06:33:22-04:00August 21st, 2026|Analytics Advantage|

The arriving class Bubble keeper decisions lock this week, and the hardest slots are the ones a rookie is asking for. The board below covers the 15 drafted skaters with fewer than 40 career NHL games and a serious claim on 2026-27 minutes. Players who already banked a full NHL season like Macklin Celebrini and [...]

Analytics Advantage: Analyzing Depth Charts and Which Players Gain or Lose Ice Time

By |2026-08-14T07:26:06-04:00August 14th, 2026|Analytics Advantage|

Every August the depth-chart sites publish projected lines for all 32 teams, and every August fantasy players draft off them. I have never seen anyone check whether those charts come true, so I did: six years of archived August depth charts, 2019 through 2024, 5,947 player-slots pulled from the Wayback Machine and scored against what [...]

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